Arch Linux Guide
1.0.0
참고 :이 Markdown 파일을 VSCODE의 PDF로 쉽게 변환 할 수 있습니다.
시작하기
소프트웨어 얻기
노름
MacOS 작업 공간 설정
Windows 10 작업 공간 설정
Linux에서 Android 및 Android 앱을 사용합니다
전문 오디오/비디오 편집
Kubernetes
기계 학습
로봇 공학
오픈 소스 보안
DevOps
플러터 개발
네트워킹
데이터베이스
그놈 확장
고급 주제
Arch Linux는 독립적으로 개발 된 X86-64 범용 GNU/Linux 분포가 모든 역할에 맞을 수있을 정도로 다재다능합니다. 개발은 단순성, 미니멀리즘 및 코드 우아함에 중점을 둡니다. 아치는 최소 기본 시스템으로 설치되며, 고유 한 목적에 필요한 또는 원하는 것만 설치하여 자신의 이상적인 환경을 조립하는 사용자가 구성합니다.
Archwiki는 웹에서 Arch Linux 문서를위한 최고의 소스입니다.
WSL의 Arch Linux (Linux 용 Windows 서브 시스템)
Etcher는 오픈 소스 크로스 플랫폼 소프트웨어로 운영 체제 이미지를 MicroSD 카드 또는 USB 장치로 쉽게 플래시 할 수 있습니다.
Manjaro Linux
Endeavouros
가우루다 리눅스
Arcolinux
Steam OS 3.0은 KDE 플라즈마 데스크탑을 사용하는 불변의 운영 체제 (OS)입니다. 이를 통해 루트 파일 시스템이 아닌 Flatpak을 사용하여 컨테이너에 응용 프로그램을 설치할 수 있습니다. 이는 응용 프로그램의 설치가 핵심 파일 시스템에서 분리 될뿐만 아니라 악성 응용 프로그램이 시스템을 손상/파괴하는 능력이 크게 줄어든다는 것을 의미합니다.
https://aur.archlinux.org/gnome-tweaks-git.git
터미널을 열고 실행하십시오.
sudo pacman -S gnome-tweak-tool //let ' s you customize your desktop layout. Pop Shell은 Gnome Shell 용 키보드 구동 레이어로 Windows의 빠르고 현명한 탐색 및 관리를 허용합니다. Pop Shell의 핵심 기능은 I3WM과 유사한 고급 타일링 창 관리를 추가하는 것입니다.
https://aur.archlinux.org/packages/gnome-shell-extension-pop-shell-git.git방화구 사용
터미널을 열고 실행하십시오.
sudo firewall-cmd --state
sudo systemctl status firewalld상단으로 돌아갑니다
ARC (Arch Linux User Repository)에는 Arch Linux MakePKG 애플리케이션을 사용하여 소스에서 거의 68,000 개의 설치 가능한 패키지를 컴파일하기 위해 수천 개의 빌드 스크립트가 포함되어 있습니다.
참고 1 :이 모든 소프트웨어는 Debian, Linux Mint, Elementary OS, Fedora, Manjaro Linux, Endeavouros 및 Arch Linux와 같은 다른 인기있는 Linux 배포판에서도 사용할 수 있습니다.
앱 아울렛은 Linux App Store Online Service에서 영감을 얻은 Universal Application Store (Flatpaks, Snaps 및 Appimages)입니다.
sudo pacman -S flatpakFlathub은 Flatpak 응용 프로그램을위한 빌드 및 배포 서비스입니다.
Flathub 포럼
아치 리눅스에 스냅 설치
Snap Store는 SNAP 응용 프로그램을위한 빌드 및 배포 서비스입니다.
Snapcraft 포럼
AppImageHub는 AppImage 응용 프로그램을위한 빌드 및 배포 서비스입니다.
AppImage Manager는 AppImages의 패키지 관리자입니다.
AppImage Forum
상단으로 돌아갑니다
Archwiki의 증기
증기 평면
Proton은 Linux 운영 체제에서 Windows 전용 게임을 할 수있는 Steam 클라이언트와 함께 사용할 수있는 도구입니다. 와인을 사용하여이를 용이하게합니다.
Protondb는 Linux에서 Proton으로 게임을 테스트하고 게임의 성능이 얼마나 잘 작동하는지에 대한 총 점수를 제공 할 때 다른 게이머의 10 만 개가 넘는 게임 보고서를 모집합니다. 점점 더 많은 제안 풀은 Proton이 개발을 계속하는 동안 게임을 작동 시키려고 노력할 수있는 조정을 제공합니다. 이 외에도이 사이트의 Steam Game 카탈로그를 탐색하여 Linux에서 사용할 수 없었던 광범위한 타이틀을 탐색하고 발견 할 수 있습니다.
Lutrisis Linux의 게임 클라이언트. 현재 콘솔 생성을 제외하고 모든 비디오 게임에 액세스 할 수 있습니다. 또한 Gog, Steam, Battle.net, Origin, Uplay 및 기존 게임 라이브러리를 가져올 수있는 다른 많은 소스와 같은 다른 상점과 잘 통합되면 Community Mainting 설치 스크립트를 제공하면 완전히 자동화 된 설정이 제공됩니다.
Epic Games Store를 추가하십시오
GameHub는 모든 게임을위한 통합 도서관입니다. 이를 통해 다른 플랫폼에서 게임을 하나의 프로그램에 저장하여 게임을보다 쉽게 관리 할 수 있습니다.
GameHub는 다음을 지원합니다.
Linux의 기본 게임
다중 호환성 계층 :
여러 게임 플랫폼 :
Geforce는 이제 Chromebook 버전을 사용하여 Google Chrome 또는 Brave, Vivaldi 및 Microsoft Edge와 같은 크롬 기반 웹 브라우저에서 모든 게임을 재생합니다. 또한 Snap Store Geforce에서 Electron Desktop 앱으로 제공됩니다.
Moonlight 게임 스트리밍은 구성이 필요없이 인터넷을 통해 PC 게임에서 스트리밍 할 수있는 프로그램입니다. 다른 방에 있든 게임 장비에서 멀리 떨어진 거의 모든 장치에서 스트리밍하십시오.
Chiaki는 PlayStation 4 및 PlayStation 5 Linux, FreeBSD, OpenBSD, Android, MacOS, Windows, Nintendo Switch 및 잠재적으로 더 많은 플랫폼을위한 무료 및 오픈 소스 소프트웨어 클라이언트입니다.
Xbox Project Xcloud는 Microsoft의 클라우드 기반 Xbox 게임 스트리밍 기술 (현재 베타 버전) 입니다. Forza Horizon 4, Halo 5 : Guardians, Gears of War 4, Sea of Thieves, Cuphead, Red Dead Redemption 2 및 100+ 기타 게임과 같은 게임을 모바일 장치 또는 Chrome 웹 브라우저에서 재생하십시오 . Microsoft의 Xbox Project Xcloud에는 Xbox 게임 패스 Ultimate 구독이 필요합니다.
Retroarch는 에뮬레이터, 게임 엔진 및 미디어 플레이어의 프론트 엔드입니다. 이를 통해 매끄러운 그래픽 인터페이스를 통해 광범위한 컴퓨터와 콘솔에서 클래식 게임을 실행할 수 있습니다. 설정도 통합되므로 구성이 한 번에 수행됩니다.
Dolphin은 최근 두 개의 Nintendo 비디오 게임 콘솔 인 Gamecube와 Wii의 에뮬레이터입니다. PC 게이머는 모든 PC 컨트롤러, 터보 속도, 네트워크 멀티 플레이어 등의 호환성과 같은 몇 가지 향상된 HD (1080p) 의이 두 콘솔의 게임을 즐길 수 있습니다.
Citra는 좋아하는 게임을 많이 할 수있는 Nintendo 3DS의 오픈 소스 에뮬레이터입니다.
Yuzu는 Citra 제작자의 Nintendo 스위치를위한 실험적인 오픈 소스 에뮬레이터입니다.
Dosbox는 주로 DOS 게임을 실행하는 데 중점을 둔 오픈 소스 DOS 에뮬레이터입니다.
Mame은 아케이드 머신 에뮬레이터입니다.
XEMU는 원래 Xbox 에뮬레이터입니다.
Greenwithenvy (GWE)는 Roberto Leinardi가 정보를 제공하고 팬을 제어하며 NVIDIA 비디오 카드를 오버 클럭하여 더 나은 성능을 발휘하기 위해 설계된 GTK 시스템 유틸리티입니다. 팝 상점에서 플랫 팩으로 구입할 수 있습니다.
Corectrl은 기본 및 Windows 애플리케이션 용 애플리케이션 프로파일을 사용하여 컴퓨터 하드웨어를 쉽게 제어 할 수있는 무료 및 오픈 소스 Linux 애플리케이션으로 기본 CPU 컨트롤 및 전체 AMD GPU 컨트롤 (기존 및 새 모델 모두)을 사용합니다.
yay와 함께 실행 :
yay -Sy corectrl
GeekBench 5는 버튼 프레스로 시스템의 성능을 측정하는 크로스 플랫폼 벤치 마크입니다.
Unigine 중첩은 비디오 카드, 전원 공급 장치, 냉각 시스템과 같은 PC 하드웨어에 대한 극도의 성능 및 안정성 테스트입니다.
와인 (와인은 에뮬레이터가 아님)은 Linux, MacOS, & BSD와 같은 여러 POSIX 호환 운영 체제에서 Windows 응용 프로그램을 실행할 수있는 호환성 계층입니다. 가상 머신이나 에뮬레이터와 같은 내부 Windows 논리를 시뮬레이션하는 대신 Window API 호출을 FOIX 호출로 번역하여 다른 방법의 성능 및 메모리 처벌을 제거하고 Windows 응용 프로그램을 데스크탑에 깨끗하게 통합 할 수 있습니다.
상단으로 돌아갑니다
요구 사항
터미널을 열고 실행하십시오.
sudo pacman -S qemu uml-utilities virt-manager dmg2img git wget libguestfs-tools p7zip Sosumi는 VM에서 MacOS를 다운로드하여 설치할 수있는 앱입니다. 앱은 Macos-Simple-KVM을 기반으로합니다.
MACOS 용 OpenCore
상단으로 돌아갑니다
요구 사항
터미널을 열고 실행하십시오.
sudo pacman -S qemu uml-utilities virt-manager gnome-boxes그놈 박스는 로컬 또는 원격으로 실행되는 가상 머신에 액세스 할 수있는 응용 프로그램입니다. 또한 원격 컴퓨터 표시에 연결할 수 있습니다.
Windows 10 용 OpenCore
상단으로 돌아갑니다
Android Studio는 Google의 Android 운영 체제 (OS)를위한 개발 스위트입니다. JetBrains Intellij Idea Software를 기반으로하고 Android 개발을 위해 특별히 설계되었습니다. Windows, MacOS 및 Linux에서 다운로드 할 수 있습니다.
Android Virtual Device (AVD)는 Android 스튜디오에서 Android 폰, 태블릿, OS, Android TV 또는 Android 에뮬레이터에서 시뮬레이션하려는 자동차 OS 장치의 특성을 정의하는 구성입니다. Android 에뮬레이터는 컴퓨터의 Android 장치를 시뮬레이션하여 각 물리적 장치를 갖지 않고도 다양한 장치 및 Android API 레벨에서 응용 프로그램을 테스트 할 수 있습니다.
Lineageos는 Android 모바일 플랫폼을 기반으로 다양한 장치를위한 무료 및 오픈 소스 운영 체제입니다.
ANBOX는 Ubuntu, Debian Fedora 및 OpenSuse와 같은 일반 GNU/Linux 시스템에서 전체 Android 시스템을 부팅하는 컨테이너 기반 접근 방식을 제공하는 응용 프로그램입니다.
Anbox Cloud는 Canonical이 제공하는 모바일 클라우드 컴퓨팅 플랫폼입니다. 클라우드에서 안드로이드를, 대규모 및 모든 유형의 하드웨어로 실행하십시오.
Genymotion은 매우 빠른 Android 에뮬레이터입니다. 이 프로그램 자체는 VirtualBox를 기반으로하며 효과적으로 빠른 속도로 유명하며 Windows, Mac 및 Linux 데스크톱에서 Android 앱을 실행하는 데 유용합니다.
데스크탑
고성능이있는 로컬 가상 장치.
SCRCPY는 USB (또는 TCP/IP)에 연결된 Android 장치의 디스플레이 및 제어를 제공하는 Genymotion의 응용 프로그램입니다. 루트 액세스가 필요하지 않으며 GNU/Linux, Windows 및 MacOS에서 작동합니다. 안드로이드 장치에는 최소 API 21 (Android 5.0)이 필요합니다.
상단으로 돌아갑니다
H.264 (AVC)는 최대 8K를 지원하는 여러 프로파일 (도구) 및 레벨 (최대 비트 레이트 및 해상도)을 정의하는 블록 지향 및 모션 보상 정수 DCT 코딩을 기반으로하는 비디오 압축 표준입니다.
H.265 (HEVC)는 H.264 (AVC)의 후속 인 비디오 압축 표준입니다. 동일한 수준의 비디오 품질에서 25% ~ 50% 더 나은 데이터 압축 또는 동일한 비트 속도에서 비디오 품질 향상을 제공합니다.
FFMPEG는 인간과 기계가 만든 거의 모든 것을 디코딩, 인코딩, 인코딩, 트랜스 코드, MUX, DEMUX, 스트림, 필터 및 재생할 수있는 주요 멀티미디어 프레임 워크입니다. Windows, MacOS 및 Linux와 같은 여러 플랫폼의 최첨단 형식까지 가장 모호한 고대 형식을 지원합니다.
핸드 브레이크는 널리 지원되는 코덱을 선택하여 거의 모든 형식의 비디오를 트랜스 코딩하는 도구입니다. 창, MacOS 및 Linux에서 지원됩니다.
HTTP (DASH)를 통한 동적 적응 스트리밍은 비디오를 계속 재생하기 위해 네트워크 성능을 기준으로 비트 속도간에 비디오 스트림이 전환 할 수있는 적응 형 스트리밍 프로토콜입니다.
OpenMax ™는 가속화 된 멀티미디어 구성 요소를 여러 운영 체제 및 실리콘 플랫폼에 걸쳐 개발, 통합 및 프로그래밍 할 수 있도록 포괄적 인 스트리밍 미디어 코덱 및 응용 프로그램 이식성을 제공하는 크로스 플랫폼 API입니다.
Davinci Resolve는 전문 8K 편집, 색상 보정, 시각 효과 및 오디오 게시물 제작을 하나의 소프트웨어 도구에서 결합한 세계 유일한 솔루션입니다! 한 번의 클릭으로 편집, 색상, 효과 및 오디오를 즉시 이동할 수 있습니다. Davinci Resolve Studio는 다중 사용자 협업을 위해 설계된 유일한 솔루션이므로 편집자, 어시스턴트, 컬러리스트, VFX 아티스트 및 사운드 디자이너는 동시에 동일한 프로젝트에서 실시간으로 작동 할 수 있습니다.
Blender는 내장 비디오 시퀀스 편집기와 함께 제공됩니다. 비디오 컷 및 스 플라이 싱과 같은 기본 액션뿐만 아니라 비디오 마스킹 또는 색상 등급과 같은보다 복잡한 작업을 수행 할 수 있습니다. 비디오 편집기에는 라이브 미리보기, 루마 파형, 크로마 벡터 스코프 및 히스토그램 디스플레이가 포함됩니다. 오디오 믹싱, 동기화, 스크럽 및 파형 시각화.
Kdenlive는 무제한 멀티미디어 파일을 지원하는 오픈 소스 비디오 편집 도구입니다. MLT 프레임 워크, KDE 및 QT를 기반으로합니다. 기능으로 가득 찬 매우 다양한 비디오 편집 도구를 찾고있는 사람들. 최신 20.08 릴리스는 클립 모니터 및 효과 패널의 인터페이스 레이아웃, 다중 오디오 스트림 지원, 캐시 된 데이터 관리 및 Zoombars와 같은 멋진 기능이 포함되어 있지만이 릴리스의 하이라이트는 안정성 및 인터페이스 개선이라고 주장 할 수 있습니다.
OpenShot은 편집 환경에서 새로운 사용자를 위해 설계된 오픈 소스 비디오 편집 도구입니다. 간단한 드래그 앤 드롭 기능과 같은 간단한 기능이 있으며 사용하기 쉬운 사용자 인터페이스를 제공합니다. 강력한 비디오 편집기는 비디오를 자르고 다듬을 수있는 수많은 효율적인 방법을 제공합니다. 무제한 트랙, 비디오 효과 엔진, 타이틀 편집기, 3D 애니메이션, 슬로우 모션 및 시간 효과를 자유롭게 활용할 수 있습니다. Webm (VP9), AVCHD (LIBX264), HEVC (LIBX265) 및 MP3 (LIBMP3LAME) 및 AAC (LIBFAAC)와 같은 오디오 코덱이 지원하는 일반적으로 사용되는 비디오 코덱을 지원합니다. 이 프로그램은 MPEG4, OGV, Blu-Ray 및 DVD 비디오 및 YouTube와 같은 인터넷 비디오 웹 사이트에 업로드하기위한 전체 HD 비디오를 렌더링 할 수 있습니다.
Lightworks는 영화 산업에서 사용하는 디지털 비디오 편집 및 마스터 링을위한 비선형 비디오 편집 애플리케이션입니다. Professional Edition은 Shutter Island, Pulp Fiction 및 Mission Impossion과 같은 박스 오피스 히트에 사용되었습니다. 협박 사용자 인터페이스. Adobe Premiere Pro와 같은 전문 비디오 편집자와 마찬가지로 Lightworks는 새로운 사용자에게 사용하기가 다소 복잡합니다.
Shotcut은 오픈 소스 멀티 플랫폼 비디오 편집기입니다. 비디오 편집 (4K 비디오 품질 포함), 효과 추가, 새 영화 생성, 대부분의 이미지 파일 형식 가져 오기, 거의 모든 파일 형식으로 내보내는 등 다양한 작업을 수행 할 수 있습니다.
Olive는 고급 전문 비디오 편집 소프트웨어에 대한 완전한 기능을 제공하기위한 무료 비선형 비디오 편집기입니다.
OBS (Open Broadcaster Software)는 비디오 녹화 및 라이브 스트리밍을위한 무료 및 오픈 소스 소프트웨어입니다. Twitch, YouTube 및 기타 여러 제공 업체로 스트리밍하거나 고품질 H264 / AAC 인코딩으로 자신의 비디오를 녹음하십시오.
Reaper는 컴퓨터를위한 완전한 디지털 오디오 프로덕션 애플리케이션으로, 완전한 멀티 트랙 오디오 및 MIDI 녹화, 편집, 처리, 믹싱 및 마스터 팅 도구 세트를 제공합니다. REAPER는 방대한 범위의 하드웨어, 디지털 형식 및 플러그인을 지원하며 포괄적으로 확장, 스크립트 및 수정 될 수 있습니다.
Jack Audio Connection Kit 일명 Jack은 API를 구현하는 응용 프로그램 간의 오디오 및 MIDI 데이터 모두에 대한 실시간, 낮은 긴장 연결을 제공하는 전문 사운드 서버 데몬입니다. Jack은 네트워크를 통해 오디오 데이터를 "마스터"머신으로 전송하도록 구성 할 수 있으며 오디오를 실제 장치로 출력합니다. 이는 추가 케이블이나 하드웨어 믹서가 필요하지 않고 여러 "슬레이브"컴퓨터의 오디오를 혼합하고 오디오 경로를 가능한 한 오랫동안 유지하는 데 유용 할 수 있습니다.
Bitwig Studio는 사운드 디자인, 녹음, 라이브 성능 등을위한 선형 및 비선형 워크 플로우가있는 디지털 오디오 워크 스테이션입니다. 90 개 이상의 악기, 효과 및 기타 창의적인 도구와 함께. Windows, MacOS 및 Linux가 지원됩니다.
PipeWire는 멀티미디어 파이프 라인을 처리하는 서버 및 사용자 공간 API입니다. Pulseaudio와 Jack이 현재 처리하는 사용 사례를 지원하는 데 사용할 수있는 오디오 및 비디오 장치 상단의 낮은 기간의 그래프 기반 처리 엔진을 제공합니다. PipeWire는 컨테이너화 된 응용 프로그램의 오디오 및 비디오 장치와 쉽게 상호 작용할 수있는 강력한 보안 모델로 설계되었습니다. 그래프의 노드는 별도의 프로세스로 구현하여 소켓과 통신하고 FD 통과를 사용하여 멀티미디어 컨텐츠를 교환 할 수 있습니다.
Yabridge는 Linux에서 Windows VST2 및 VST3 플러그인을 사용하는 현대적이고 투명한 방법입니다. Yabridge는 64 비트 Linux VST 호스트에서 32 비트 및 64 비트 Windows VST2 및 VST3 플러그인을 모두 사용하여 VST2 플러그인 및 빠른 시작 시간에 대한 플러그 인간 통신을 활성화 할 수있는 플러그인 그룹의 선택적 지원을 제공합니다.
Sonobus는 인터넷 또는 로컬 네트워크를 통한 기기 간의 고품질의 저렴한 피어 투 피어 오디오를 스트리밍하는 데 사용하기 쉬운 응용 프로그램입니다.
Avid Pro Tools는 작곡가, 음악가, 제작자 및 엔지니어를위한 업계 표준 오디오 프로덕션 소프트웨어입니다.
LMMS는 오픈 소스 디지털 오디오 워크 스테이션 애플리케이션 프로그램입니다. LMMS가 적절한 컴퓨터 하드웨어와 쌍을 이루면 샘플을 정리하고 사운드를 합성하고 MIDI 키보드에서 재생하며 트래커 및 시퀀서의 기능을 결합하여 음악을 제작할 수 있습니다. Paul Giblock과 Tobias Junghans가 개발 한이 프로그램은 "Linux Multimedia Studio"를 나타내며 다양한 운영 체제에서 작동 할 수있는 편리한 플러그인을 지원합니다.
Ardor는 음악가, 프로그래머 및 전문 레코딩 엔지니어를 포함한 전 세계 팀의 오픈 소스, 협업 노력입니다. 개발은 투명합니다. 누구나 우리의 일이 일어나는 것처럼 우리의 일을 볼 수 있습니다. 좋은 빈티지 하드웨어 조각처럼 상자를 열고 내부를 볼 수 있습니다.
Audacity는 사용하기 쉽고 멀티 트랙 오디오 편집기 및 Windows 용 레코더, Mac OS X, GNU/Linux 및 기타 운영 체제입니다. 자원 봉사자 그룹이 오픈 소스로 개발하고 무료로 제공했습니다. 놀라운 지원 커뮤니티.
Glimpse는 Linux, MacOS 및 Windows에 사용할 수있는 GNU 이미지 조작 프로그램을 기반으로하는 크로스 플랫폼 래스터 그래픽 편집기입니다. YouTube 비디오 썸네일을 만드는 훌륭한 도구.
상단으로 돌아갑니다
Kubernetes (K8S)는 컨테이너화 된 응용 프로그램의 배포, 스케일링 및 관리를 자동화하기위한 오픈 소스 시스템입니다.
kubeadm을 사용한 고도로 이용성 (HA) 클러스터 구축. 출처 : Kubernetes.io, 2020
Anthos는 클라우드 및 온-프레미스 환경에 일관된 개발 및 운영 경험을 제공하는 최신 응용 프로그램 관리 플랫폼입니다.
Red Hat Openshift는 온-프레미스, 하이브리드 및 멀티 클라우드 배포를위한 기초를 제공하는 완전히 관리되는 Kubernetes 플랫폼입니다.
OKD는 지속적인 애플리케이션 개발 및 다중 테넌트 배포를 위해 최적화 된 Kubernetes의 커뮤니티 배포입니다. OKD는 Kubernetes 위에 개발자 및 운영 중심 도구를 추가하여 소규모 및 대형 팀을위한 빠른 응용 프로그램 개발, 쉬운 배포 및 스케일링 및 장기 수명주기 유지 보수를 가능하게합니다.
ODO는 Kubernetes 및 OpenShift에서 응용 프로그램을 작성, 빌드 및 배포하는 개발자를위한 빠르고 반복적이며 간단한 CLI 도구입니다.
Kata 운영자는 OpenShift 및 Kubernetes 클러스터에서 Kata 런타임의 수명주기 관리 (설치/업그레이드/제거)를 수행하는 연산자입니다.
Thanos는 기존 Prometheus 배포 위에 원활하게 추가 할 수있는 무제한 저장 용량을 갖는 고도로 가용 메트릭 시스템으로 구성 될 수있는 일련의 구성 요소입니다.
OpenShift Hive는 Kubernetes/OpenShift 위에서 서비스로 실행되는 연산자입니다. Hive 서비스는 OpenShift 4 클러스터의 초기 구성을 프로비저닝하고 수행하는 데 사용될 수 있습니다.
Rook은 분산 스토리지 시스템을 자체 관리,자가 스케일링, 자체 치유 스토리지 서비스로 전환하는 도구입니다. 배포, 부트 스트래핑, 구성, 프로비저닝, 스케일링, 업그레이드, 마이그레이션, 재해 복구, 모니터링 및 리소스 관리와 같은 스토리지 관리자의 작업을 자동화합니다.
VMware Tanzu는 여러 팀 및 개인/공개 클라우드에서 Kubernetes 인프라 및 최신 응용 프로그램을 지속적으로 운영하고 보안하기위한 중앙 집중식 관리 플랫폼입니다.
Kubespray는 Kubernetes와 Ansible을 결합하여 AWS, GCE, Azure, OpenStack, vSphere, Packet (Bare Metal), Oracle Cloud Infrastructure (Experimental) 또는 Baremetal에 쉽게 배치 할 수있는 Kubernetes 클러스터를 쉽게 설치하는 도구입니다.
Kubeinit은 여러 Kubernetes 배포판의 배포 및 구성을위한 Ansible Playbook 및 역할을 제공합니다.
Rancher는 컨테이너를 채택하는 팀을위한 완전한 소프트웨어 스택입니다. 여러 Kubernetes 클러스터를 관리하는 운영 및 보안 문제를 해결하는 동시에 DevOps 팀에 컨테이너화 된 워크로드를 실행하기위한 통합 도구를 제공합니다.
K3S는 무인, 자원 제약, 원격 위치 또는 IoT 어플라이언스 내에서 생산 워크로드를 위해 설계된 고도로 사용 가능한 인증 된 Kubernetes 배포판입니다.
Helm은 Kubernetes 패키지 관리자 도구로 Kubernetes 응용 프로그램을보다 쉽게 설치하고 관리 할 수 있습니다.
Knative는 Kubernetes 기반 플랫폼으로 최신 서버리스 워크로드를 구축, 배포 및 관리합니다. Knative는 네트워킹, 자동화 (0까지) 및 개정 추적의 작동 오버 헤드 세부 사항을 처리합니다.
Kubeflow는 Kubernetes 간단하고 휴대용 및 확장 가능성에 대한 머신 러닝 (ML) 워크 플로우를 배치하는 데 전념하는 도구입니다.
ETCD는 분산 시스템 또는 기계 클러스터에서 액세스 해야하는 데이터를 저장하는 신뢰할 수있는 방법을 제공하는 분산 키 가치 저장소입니다. ETCD는 서비스 검색을위한 백엔드로 사용되며 클러스터 상태 및 Kubernetes의 구성을 저장합니다.
Openebs는 Kubernetes 기반 도구로 컨테이너 첨부 스토리지를 사용하여 상태가 많은 응용 프로그램을 작성합니다.
CSI (Container Storage Interface)는 Kubernetes와 같은 컨테이너 오케스트레이션 플랫폼이 플러그인을 통해 저장된 데이터와 완벽하게 통신 할 수있는 API입니다.
Microk8s는 전체 Kubernetes 경험을 제공하는 도구입니다. 매우 신뢰할 수있는 작업을위한 압축 된 오버 공기 업데이트를 사용하여 완전히 컨테이너화 된 배포에서. Linux, Windows 및 MacOS에서 지원됩니다.
Charmed Kubernetes는 잘 통합 된 턴키, 적합한 kubernetes 플랫폼으로 표준이 개발 한 멀티 클라우드 환경에 최적화되어 있습니다.
Grafana Kubernetes 앱은 Kubernetes 클러스터의 성능을 모니터링 할 수있는 통행료입니다. 4 개의 대시 보드, 클러스터, 노드, 포드/컨테이너 및 배포가 포함됩니다. 필요한 Prometheus Exporters의 자동 배포 및 In Cluster Prometheus 배포와 함께 사용할 기본 스크랩 구성이 가능합니다.
Kubeedge는 기본 컨테이너화 된 애플리케이션 오케스트레이션 기능을 Edge의 호스트로 확장하기위한 오픈 소스 시스템이며 Kubernetes를 기반으로 구축되며 Network, App에 대한 기본 인프라 지원을 제공합니다. 클라우드와 에지 간의 배포 및 메타 데이터 동기화.
렌즈는 매일 Kubernetes 클러스터를 처리 해야하는 사람들에게 가장 강력한 IDE입니다. MacOS, Windows 및 Linux 운영 체제를 지원합니다.
Kind는 Docker 컨테이너“노드”를 사용하여 로컬 Kubernetes 클러스터를 실행하는 도구입니다. 주로 Kubernetes 자체를 테스트하기 위해 설계되었지만 지역 개발 또는 CI에 사용될 수 있습니다.
Flux CD는 Kubernetes 클러스터의 상태가 GIT에 제공 한 구성과 일치하는 도구입니다. 클러스터의 연산자를 사용하여 Kubernetes 내부의 배포를 트리거하므로 별도의 연속 전달 도구가 필요하지 않습니다.
Kubernetes 인증
AWS의 Kubernetes를 시작합니다
Microsoft Azure의 Kubernetes
Azure Kubernetes 서비스 소개
Google 클라우드를 시작합니다
Red Hat에서 Kubernetes를 시작합니다
IBM에서 Kubernetes를 시작합니다
Kubernetes의 Yaml 기본 사항
Kubernetes의 탄성 구름
Docker와 Kubernetes
Azure Kubernetes 서비스 클러스터에 모델을 배포하십시오
Amazon Sagemaker Operators와 Kubernetes의 기계 학습 추론 단순화
Kubernetes에서 아파치 스파크를 실행합니다
VMware VREALIZE Automation의 Kubernetes
VMware Tanzu Kubernetes 그리드
VMware Tanzu가 AWS와 함께 일하는 모든 방법
VMware Tanzu 교육
클라우드 네이티브 Kubernetes 환경에서 Ansible 사용
Ansible을 사용하여 Kubernetes (K8S) 객체를 관리합니다
Vagrant 및 Ansible을 사용하여 Kubernetes 클러스터 설정
Kubernetes와 함께 Mongodb 실행
Kubernetes fluentd
새로운 Gitlab Kubernetes 에이전트 이해
Kubernetes 기고자
VMware의 Kubeacademy
상단으로 돌아갑니다
Tensorflow는 기계 학습을위한 엔드 투 엔드 오픈 소스 플랫폼입니다. 이 회사는 공동적이고 유연한 도구, 라이브러리 및 커뮤니티 리소스의 생태계를 보유하고있어 연구원들이 ML의 최첨단을 밀고 개발자가 ML 전원 응용 프로그램을 쉽게 구축하고 배포 할 수 있도록합니다.
Tensorman은 System76에 의해 개발 된 Tensorflow 컨테이너를 쉽게 관리 할 수있는 유틸리티입니다. Tensorman은 Tensorflow가 다른 시스템의 나머지 부분에서 포함 된 고립 된 환경에서 작동 할 수 있도록합니다. 이 가상 환경은 기본 시스템과 독립적으로 작동 할 수 있으므로 Docker 런타임을 지원하는 Linux 배포 버전에서 Tensorflow 버전을 사용할 수 있습니다.
Keras는 Python으로 작성되었으며 Tensorflow, CNTK 또는 Theano 위에서 실행할 수있는 고급 신경망 API로 빠른 실험을 가능하게하는 데 중점을두고 개발되었습니다. Tensorflow, Microsoft Cognitive Toolkit, R, Theano 또는 Plaidml 위에서 실행할 수 있습니다.
Pytorch는 그래프, 포인트 클라우드 및 매니 폴드와 같은 불규칙한 입력 데이터에 대한 딥 러닝 라이브러리입니다. 주로 Facebook의 AI Research Lab에서 개발했습니다.
Amazon Sagemaker는 모든 개발자와 데이터 과학자에게 머신 러닝 (ML) 모델을 신속하게 구축, 훈련 및 배포 할 수있는 능력을 제공하는 완전 관리 서비스입니다. Sagemaker는 기계 학습 프로세스의 각 단계에서 무거운 리프팅을 제거하여 고품질 모델을보다 쉽게 개발할 수 있습니다.
Azure Databricks는 데이터 과학 및 데이터 엔지니어링을 위해 설계된 빠르고 협력적인 Apache Spark 기반 빅 데이터 분석 서비스입니다. Azure Databricks는 몇 분 안에 Apache Spark 환경을 설정하고 대화식 작업 공간에서 공유 프로젝트에 대해 협업합니다. Azure Databricks는 Python, Scala, R, Java 및 SQL뿐만 아니라 Tensorflow, Pytorch 및 Scikit-Learn을 포함한 데이터 과학 프레임 워크 및 라이브러리를 지원합니다.
Microsoft Cognitive Toolkit (CNTK)은 상업용 분산 딥 러닝을위한 오픈 소스 툴킷입니다. 신경망을 지시 된 그래프를 통해 일련의 계산 단계로 설명합니다. CNTK를 통해 사용자는 피드 포워드 DNNS, CNN (Convolutional Neural Networks) 및 재발 신경 네트워크 (RNNS/LSTM)와 같은 인기있는 모델 유형을 쉽게 실현하고 결합 할 수 있습니다. CNTK는 여러 GPU 및 서버에서 자동 차별화 및 병렬화로 확률 적 구배 하강 (SGD, 오류 역전) 학습을 구현합니다.
Apache Airflow는 커뮤니티가 프로그래밍 방식으로 저자, 일정 및 모니터링 및 모니터링하기 위해 커뮤니티가 만든 오픈 소스 워크 플로 관리 플랫폼입니다. 설치하다. 원리. 확장 가능. 공기 흐름에는 모듈 식 아키텍처가 있으며 메시지 대기열을 사용하여 임의의 작업자를 조정합니다. 공기 흐름은 무한대로 확장 할 준비가되었습니다.
Open Neural Network Exchange (ONNX)는 AI 개발자가 프로젝트가 발전함에 따라 올바른 도구를 선택할 수 있도록하는 Open Ecosystem입니다. Onnx는 딥 러닝 및 전통적인 ML의 AI 모델에 대한 오픈 소스 형식을 제공합니다. 확장 가능한 계산 그래프 모델과 내장 연산자 및 표준 데이터 유형의 정의를 정의합니다.
Apache MXnet은 효율성과 유연성을 위해 설계된 딥 러닝 프레임 워크입니다. 이를 통해 기호 및 명령형 프로그래밍을 혼합하여 효율성과 생산성을 극대화 할 수 있습니다. MXNET은 핵심에서 동적 의존성 스케줄러가 포함되어 있으며, 이는 상징적 및 명령적인 작업을 자동으로 평행하게 평행하게합니다. 그 위에 그래프 최적화 계층은 상징적 실행을 빠르고 메모리 효율적으로 만듭니다. MXNET은 휴대용 및 가벼운 중량이며 여러 GPU 및 여러 시스템으로 효과적으로 스케일링됩니다. Python, R, Julia, Scala, Go, JavaScript 등을 지원합니다.
AutoGluon은 기계 학습 작업을 자동화하여 응용 프로그램에서 강력한 예측 성능을 쉽게 달성 할 수있는 딥 러닝을위한 툴킷입니다. 몇 줄의 코드만으로도 표, 이미지 및 텍스트 데이터로 고 진수성 딥 러닝 모델을 교육하고 배포 할 수 있습니다.
Anaconda는 기계 학습 및 딥 러닝을위한 매우 인기있는 데이터 과학 플랫폼으로, 사용자가 모델을 개발하고 교육하고 배포 할 수 있습니다.
PlaidML은 랩톱, 임베디드 장치 또는 사용 가능한 컴퓨팅 하드웨어가 잘 지원되지 않거나 사용 가능한 소프트웨어 스택에도 적합한 라이센스 제한이 포함 된 기타 장치에서 딥 러닝을 가능하게하는 고급 및 휴대용 텐서 컴파일러입니다.
OpenCV는 실시간 컴퓨터 비전 응용 프로그램에 중점을 둔 고도로 최적화 된 라이브러리입니다. C ++, Python 및 Java 인터페이스는 Linux, MacOS, Windows, iOS 및 Android를 지원합니다.
Scikit-Learn은 Scipy, Numpy 및 Matplotlib 위에 구축 된 기계 학습을위한 Python 모듈로, 많은 인기있는 기계 학습 알고리즘의 강력하고 간단한 구현을보다 쉽게 적용 할 수 있습니다.
WEKA는 그래픽 사용자 인터페이스, 표준 터미널 응용 프로그램 또는 Java API를 통해 액세스 할 수있는 오픈 소스 머신 러닝 소프트웨어입니다. 교육, 연구 및 산업 응용 프로그램에 널리 사용되며 표준 기계 학습 작업을위한 다양한 내장 도구가 포함되어 있으며 Scikit-Learn, R 및 DeePlearning4J와 같은 잘 알려진 도구 상자에 대한 투명한 액세스를 제공합니다.
Caffe는 표현, 속도 및 모듈성을 염두에두고 만든 딥 러닝 프레임 워크입니다. 버클리 AI 리서치 (BAIR)/버클리 비전 및 학습 센터 (BVLC)와 커뮤니티 기고자가 개발했습니다.
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently including tight integration with NumPy.
nGraph is an open source C++ library, compiler and runtime for Deep Learning. The nGraph Compiler aims to accelerate developing AI workloads using any deep learning framework and deploying to a variety of hardware targets.It provides the freedom, performance, and ease-of-use to AI developers.
NVIDIA cuDNN is a GPU-accelerated library of primitives for deep neural networks. cuDNN provides highly tuned implementations for standard routines such as forward and backward convolution, pooling, normalization, and activation layers. cuDNN accelerates widely used deep learning frameworks, including Caffe2, Chainer, Keras, MATLAB, MxNet, PyTorch, and TensorFlow.
Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Jupyter is used widely in industries that do data cleaning and transformation, numerical simulation, statistical modeling, data visualization, data science, and machine learning.
Apache Spark is a unified analytics engine for large-scale data processing. It provides high-level APIs in Scala, Java, Python, and R, and an optimized engine that supports general computation graphs for data analysis. It also supports a rich set of higher-level tools including Spark SQL for SQL and DataFrames, MLlib for machine learning, GraphX for graph processing, and Structured Streaming for stream processing.
Apache Spark Connector for SQL Server and Azure SQL is a high-performance connector that enables you to use transactional data in big data analytics and persists results for ad-hoc queries or reporting. The connector allows you to use any SQL database, on-premises or in the cloud, as an input data source or output data sink for Spark jobs.
Apache PredictionIO is an open source machine learning framework for developers, data scientists, and end users. It supports event collection, deployment of algorithms, evaluation, querying predictive results via REST APIs. It is based on scalable open source services like Hadoop, HBase (and other DBs), Elasticsearch, Spark and implements what is called a Lambda Architecture.
Cluster Manager for Apache Kafka(CMAK) is a tool for managing Apache Kafka clusters.
BigDL is a distributed deep learning library for Apache Spark. With BigDL, users can write their deep learning applications as standard Spark programs, which can directly run on top of existing Spark or Hadoop clusters.
Koalas is project makes data scientists more productive when interacting with big data, by implementing the pandas DataFrame API on top of Apache Spark.
Apache Spark™ MLflow is an open source platform to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry. MLflow currently offers four components:
MLflow Tracking : Record and query experiments: code, data, config, and results.
MLflow Projects : Package data science code in a format to reproduce runs on any platform.
MLflow Models : Deploy machine learning models in diverse serving environments.
Model Registry : Store, annotate, discover, and manage models in a central repository.
Eclipse Deeplearning4J (DL4J) is a set of projects intended to support all the needs of a JVM-based(Scala, Kotlin, Clojure, and Groovy) deep learning application. This means starting with the raw data, loading and preprocessing it from wherever and whatever format it is in to building and tuning a wide variety of simple and complex deep learning networks.
Numba is an open source, NumPy-aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax. Numba can compile a large subset of numerically-focused Python, including many NumPy functions. Additionally, Numba has support for automatic parallelization of loops, generation of GPU-accelerated code, and creation of ufuncs and C callbacks.
Chainer is a Python-based deep learning framework aiming at flexibility. It provides automatic differentiation APIs based on the define-by-run approach (dynamic computational graphs) as well as object-oriented high-level APIs to build and train neural networks. It also supports CUDA/cuDNN using CuPy for high performance training and inference.
cuML is a suite of libraries that implement machine learning algorithms and mathematical primitives functions that share compatible APIs with other RAPIDS projects. cuML enables data scientists, researchers, and software engineers to run traditional tabular ML tasks on GPUs without going into the details of CUDA programming. In most cases, cuML's Python API matches the API from scikit-learn.
Machine Learning by Stanford University from Coursera
Machine Learning Courses Online from Coursera
Machine Learning Courses Online from Udemy
Learn Machine Learning with Online Courses and Classes from edX
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ROS is robotics middleware. Although ROS is not an operating system, it provides services designed for a heterogeneous computer cluster such as hardware abstraction, low-level device control, implementation of commonly used functionality, message-passing between processes, and package management.
ROS2 is a set of software libraries and tools that help you build robot applications. From drivers to state-of-the-art algorithms, and with powerful developer tools, ROS has what you need for your next robotics project. And it's all open source.
Robot Framework is a generic open source automation framework. It can be used for test automation and robotic process automation. It has easy syntax, utilizing human-readable keywords. Its capabilities can be extended by libraries implemented with Python or Java.
The Robotics Library (RL) is a self-contained C++ library for robot kinematics, motion planning and control. It covers mathematics, kinematics and dynamics, hardware abstraction, motion planning, collision detection, and visualization.RL runs on many different systems, including Linux, macOS, and Windows. It uses CMake as a build system and can be compiled with Clang, GCC, and Visual Studio.
MoveIt is the most widely used software for manipulation and has been used on over 100 robots. It provides an easy-to-use robotics platform for developing advanced applications, evaluating new designs and building integrated products for industrial, commercial, R&D, and other domains.
AutoGluon is toolkit for Deep learning that automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy deep learning models on tabular, image, and text data.
Gazebo accurately and efficiently simulates indoor and outdoor robots. You get a robust physics engine, high-quality graphics, and programmatic and graphical interfaces.
Robotics System Toolbox provides tools and algorithms for designing, simulating, and testing manipulators, mobile robots, and humanoid robots. For manipulators and humanoid robots, the toolbox includes algorithms for collision checking, trajectory generation, forward and inverse kinematics, and dynamics using a rigid body tree representation. For mobile robots, it includes algorithms for mapping, localization, path planning, path following, and motion control. The toolbox provides reference examples of common industrial robot applications. It also includes a library of commercially available industrial robot models that you can import, visualize, and simulate.
Intel Robot DevKit is the tool to generate Robotics Software Development Kit (RDK) designed for autonomous devices, including the ROS2 core and capacibilities packages like perception, planning, control driver etc. It provides flexible build/runtime configurations to meet different autonomous requirement on top of diversity hardware choices, for example use different hareware engine CPU/GPU/VPU to accelerate AI related features.
Arduino is an open-source platform used for building electronics projects. Arduino consists of both a physical programmable circuit board (often referred to as a microcontroller) and a piece of software, or IDE (Integrated Development Environment) that runs on your computer, used to write and upload computer code to the physical board.
ArduPilot enables the creation and use of trusted, autonomous, unmanned vehicle systems for the peaceful benefit of all. ArduPilot provides a comprehensive suite of tools suitable for almost any vehicle and application.
AirSim is a simulator for drones, cars and more, built on Unreal Engine (we now also have an experimental Unity release). It is open-source, cross platform, and supports hardware-in-loop with popular flight controllers such as PX4 for physically and visually realistic simulations.
F´ (F Prime) is a component-driven framework that enables rapid development and deployment of spaceflight and other embedded software applications. Originally developed at the Jet Propulsion Laboratory, F´ has been successfully deployed on several space applications.
The JPL Open Source Rover is an open source, build it yourself, scaled down version of the 6 wheel rover design that JPL uses to explore the surface of Mars. The Open Source Rover is designed almost entirely out of consumer off the shelf (COTS) parts. This project is intended to be a teaching and learning experience for those who want to get involved in mechanical engineering, software, electronics, or robotics.
Light Detection and Ranging(LiDAR) is a remote sensing method that uses light in the form of a pulsed laser at an object, and uses the time and wavelength of the reflected beam of light to estimate the distance and in some applications (Laser Imaging), to create a 3D representation of the object and its surface characteristics. This technology is commonly used in aircraft and self-driving vehicles.
AliceVision is a Photogrammetric Computer Vision Framework which provides a 3D Reconstruction and Camera Tracking algorithms. AliceVision aims to provide strong software basis with state-of-the-art computer vision algorithms that can be tested, analyzed and reused. The project is a result of collaboration between academia and industry to provide cutting-edge algorithms with the robustness and the quality required for production usage.
CARLA is an open-source simulator for autonomous driving research. CARLA has been developed from the ground up to support development, training, and validation of autonomous driving systems. In addition to open-source code and protocols, CARLA provides open digital assets (urban layouts, buildings, vehicles) that were created for this purpose and can be used freely. The simulation platform supports flexible specification of sensor suites and environmental conditions.
ROS bridge is a package to bridge ROS for CARLA Simulator.
ROS-Industrial is an open source project that extends the advanced capabilities of ROS software to manufacturing.
AWS RoboMaker is the most complete cloud solution for robotic developers to simulate, test and securely deploy robotic applications at scale. RoboMaker provides a fully-managed, scalable infrastructure for simulation that customers use for multi-robot simulation and CI/CD integration with regression testing in simulation.
Microsoft Robotics Developer Studio is a free .NET-based programming environment for building robotics applications.
Visual Studio Code Extension for ROS is an extension provides support for Robot Operating System (ROS) development.
Azure Kinect ROS Driver is a node which publishes sensor data from the Azure Kinect Developer Kit to the Robot Operating System (ROS). Developers working with ROS can use this node to connect an Azure Kinect Developer Kit to an existing ROS installation.
Azure IoT Hub for ROS is a ROS package works with the Microsoft Azure IoT Hub service to relay telemetry messages from the Robot to Azure IoT Hub or reflect properties from the Digital Twin to the robot using dynamic reconfigure.
ROS 2 with ONNX Runtime is a program that uses ROS 2 to run on different hardware platforms using their respective AI acceleration libraries for optimized execution of the ONNX model.
Azure Cognitive Services LUIS ROS Node is a ROS node that bridges between ROS and the Azure Language Understanding Service. it can be configured to process audio directly from a microphone, or can subscribe to a ROS audio topic, then processes speech and generates "intent" ROS messages which can be processed by another ROS node to generate ROS commands.
Robotics courses from Coursera
Learn Robotics with Online Courses and Classes from edX
Top Robotics Courses Online from Udemy
Free Online AI & Robotics Courses
REC Foundation Robotics Industry Certification
Carnegie Mellon Robotics Academy
RIA Robotic Integrator Certification Program
AWS RoboMaker – Develop, Test, Deploy, and Manage Intelligent Robotics Apps
Microsoft AI School
Language Understanding (LUIS) for Azure Cognitive Services
Azure VM templates to bootstrap ROS and ROS 2 environments
Google Robotics Research
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Open Source Security Foundation (OpenSSF) is a cross-industry collaboration that brings together leaders to improve the security of open source software by building a broader community, targeted initiatives, and best practices. The OpenSSF brings together open source security initiatives under one foundation to accelerate work through cross-industry support. Along with the Core Infrastructure Initiative and the Open Source Security Coalition, and will include new working groups that address vulnerability disclosures, security tooling and more.
STIGs Benchmarks - Security Technical Implementation Guides
CIS Benchmarks - CIS Center for Internet Security
NIST - Current FIPS
ISO Standards Catalogue
Common Criteria for Information Technology Security Evaluation (CC) is an international standard (ISO / IEC 15408) for computer security. It allows an objective evaluation to validate that a particular product satisfies a defined set of security requirements.
ISO 22301 is the international standard that provides a best-practice framework for implementing an optimised BCMS (business continuity management system).
ISO27001 is the international standard that describes the requirements for an ISMS (information security management system). The framework is designed to help organizations manage their security practices in one place, consistently and cost-effectively.
ISO 27701 specifies the requirements for a PIMS (privacy information management system) based on the requirements of ISO 27001. It is extended by a set of privacy-specific requirements, control objectives and controls. Companies that have implemented ISO 27001 will be able to use ISO 27701 to extend their security efforts to cover privacy management.
EU GDPR (General Data Protection Regulation) is a privacy and data protection law that supersedes existing national data protection laws across the EU, bringing uniformity by introducing just one main data protection law for companies/organizations to comply with.
CCPA (California Consumer Privacy Act) is a data privacy law that took effect on January 1, 2020 in the State of California. It applies to businesses that collect California residents' personal information, and its privacy requirements are similar to those of the EU's GDPR (General Data Protection Regulation).
Payment Card Industry (PCI) Data Security Standards (DSS) is a global information security standard designed to prevent fraud through increased control of credit card data.
SOC 2 is an auditing procedure that ensures your service providers securely manage your data to protect the interests of your comapny/organization and the privacy of their clients.
NIST CSF is a voluntary framework primarily intended for critical infrastructure organizations to manage and mitigate cybersecurity risk based on existing best practice.
AppArmor is an effective and easy-to-use Linux application security system. AppArmor proactively protects the operating system and applications from external or internal threats, even zero-day attacks, by enforcing good behavior and preventing both known and unknown application flaws from being exploited. AppArmor supplements the traditional Unix discretionary access control (DAC) model by providing mandatory access control (MAC). It has been included in the mainline Linux kernel since version 2.6.36 and its development has been supported by Canonical since 2009.
SELinux is a security enhancement to Linux which allows users and administrators more control over access control. Access can be constrained on such variables as which users and applications can access which resources. These resources may take the form of files. Standard Linux access controls, such as file modes (-rwxr-xr-x) are modifiable by the user and the applications which the user runs. Conversely, SELinux access controls are determined by a policy loaded on the system which may not be changed by careless users or misbehaving applications.
Control Groups(Cgroups) is a Linux kernel feature that allows you to allocate resources such as CPU time, system memory, network bandwidth, or any combination of these resources for user-defined groups of tasks (processes) running on a system.
EarlyOOM is a daemon for Linux that enables users to more quickly recover and regain control over their system in low-memory situations with heavy swap usage.
Libgcrypt is a general purpose cryptographic library originally based on code from GnuPG.
Kali Linux is an open source project that is maintained and funded by Offensive Security, a provider of world-class information security training and penetration testing services.
Pi-hole is a DNS sinkhole that protects your devices from unwanted content, without installing any client-side software, intended for use on a private network. It is designed for use on embedded devices with network capability, such as the Raspberry Pi, but it can be used on other machines running Linux and cloud implementations.
Aircrack-ng is a network software suite consisting of a detector, packet sniffer, WEP and WPA/WPA2-PSK cracker and analysis tool for 802.11 wireless LANs. It works with any wireless network interface controller whose driver supports raw monitoring mode and can sniff 802.11a, 802.11b and 802.11g traffic.
Burp Suite is a leading range of cybersecurity tools.
KernelCI is a community-based open source distributed test automation system focused on upstream kernel development. The primary goal of KernelCI is to use an open testing philosophy to ensure the quality, stability and long-term maintenance of the Linux kernel.
Continuous Kernel Integration project helps find bugs in kernel patches before they are commited to an upstram kernel tree. We are team of kernel developers, kernel testers, and automation engineers.
eBPF is a revolutionary technology that can run sandboxed programs in the Linux kernel without changing kernel source code or loading kernel modules. By making the Linux kernel programmable, infrastructure software can leverage existing layers, making them more intelligent and feature-rich without continuing to add additional layers of complexity to the system.
Cilium uses eBPF to accelerate getting data in and out of L7 proxies such as Envoy, enabling efficient visibility into API protocols like HTTP, gRPC, and Kafka.
Hubble is a Network, Service & Security Observability for Kubernetes using eBPF.
Istio is an open platform to connect, manage, and secure microservices. Istio's control plane provides an abstraction layer over the underlying cluster management platform, such as Kubernetes and Mesos.
Certgen is a convenience tool to generate and store certificates for Hubble Relay mTLS.
Scapy is a python-based interactive packet manipulation program & library.
syzkaller is an unsupervised, coverage-guided kernel fuzzer.
SchedViz is a tool for gathering and visualizing kernel scheduling traces on Linux machines.
oss-fuzz aims to make common open source software more secure and stable by combining modern fuzzing techniques with scalable, distributed execution.
OSSEC is a free, open-source host-based intrusion detection system. It performs log analysis, integrity checking, Windows registry monitoring, rootkit detection, time-based alerting, and active response.
Metasploit Project is a computer security project that provides information about security vulnerabilities and aids in penetration testing and IDS signature development.
Wfuzz was created to facilitate the task in web applications assessments and it is based on a simple concept: it replaces any reference to the FUZZ keyword by the value of a given payload.
Nmap is a security scanner used to discover hosts and services on a computer network, thus building a "map" of the network.
Patchwork is a web-based patch tracking system designed to facilitate the contribution and management of contributions to an open-source project.
pfSense is a free and open source firewall and router that also features unified threat management, load balancing, multi WAN, and more.
Snowpatch is a continuous integration tool for projects using a patch-based, mailing-list-centric git workflow. This workflow is used by a number of well-known open source projects such as the Linux kernel.
Snort is an open-source, free and lightweight network intrusion detection system (NIDS) software for Linux and Windows to detect emerging threats.
Wireshark is a free and open-source packet analyzer. It is used for network troubleshooting, analysis, software and communications protocol development, and education.
OpenSCAP is US standard maintained by National Institute of Standards and Technology (NIST). It provides multiple tools to assist administrators and auditors with assessment, measurement, and enforcement of security baselines. OpenSCAP maintains great flexibility and interoperability by reducing the costs of performing security audits. Whether you want to evaluate DISA STIGs, NIST's USGCB, or Red Hat's Security Response Team's content, all are supported by OpenSCAP.
Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy to use correctly, and harder to misuse.
OWASP is an online community, produces freely-available articles, methodologies, documentation, tools, and technologies in the field of web application security.
Open Vulnerability and Assessment Language is a community effort to standardize how to assess and report upon the machine state of computer systems. OVAL includes a language to encode system details, and community repositories of content. Tools and services that use OVAL provide enterprises with accurate, consistent, and actionable information to improve their security.
ClamAV is an open source antivirus engine for detecting trojans, viruses, malware & other malicious threats.
Microsoft Open Source Software Security
Cloudflare Open Source Security
The Seven Properties of Highly Secure Devices
How Layer 7 of the Internet Works
The 7 Kinds of Security
The Libgcrypt Reference Manual
The Open Web Application Security Project(OWASP) Foundation Top 10
Best Practices for Using Open Source Code from The Linux Foundation
AWS Certified Security - Specialty Certification
Microsoft Certified: Azure Security Engineer Associate
Google Cloud Certified Professional Cloud Security Engineer
Cisco Security Certifications
The Red Hat Certified Specialist in Security: Linux
Linux Professional Institute LPIC-3 Enterprise Security Certification
Cybersecurity Training and Courses from IBM Skills
Cybersecurity Courses and Certifications by Offensive Security
RSA Certification Program
Check Point Certified Security Expert(CCSE) Certification
Check Point Certified Security Administrator(CCSA) Certification
Check Point Certified Security Master (CCSM) Certification
Certified Cloud Security Professional(CCSP) Certification
Certified Information Systems Security Professional (CISSP) Certification
CCNP Routing and Switching
Certified Information Security Manager(CISM)
Wireshark Certified Network Analyst (WCNA)
Juniper Networks Certification Program Enterprise (JNCP)
Security Training Certifications and Courses from Udemy
Security Training Certifications and Courses from Coursera
Security Certifications Training from Pluarlsight
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GitHub provides hosting for software development version control using Git. It offers all of the distributed version control and source code management functionality of Git as well as adding its own features. It provides access control and several collaboration features such as bug tracking, feature requests, task management, and wikis for every project.
GitHub Codespaces is an integrated development environment(IDE) on GitHub. That allows developers to develop entirely in the cloud using Visual Studio and Visual Studio Code.
GitHub Actions will automate, customize, and execute your software development workflows right in your repository with GitHub Actions. You can discover, create, and share actions to perform any job you'd like, including CI/CD, and combine actions in a completely customized workflow.GitHub Actions for Azure you can create workflows that you can set up in your repository to build, test, package, release and deploy to Azure.Learn more about all other integrations with Azure.
GitLab is a web-based DevOps lifecycle tool that provides a Git-repository manager providing wiki, issue-tracking and CI/CD pipeline features, using an open-source license, developed by GitLab Inc.
Jenkins is a free and open source automation server. Jenkins helps to automate the non-human part of the software development process, with continuous integration and facilitating technical aspects of continuous delivery.
Bitbucket is a web-based version control repository hosting service owned by Atlassian, for source code and development projects that use either Mercurial or Git revision control systems. Bitbucket offers both commercial plans and free accounts. It offers free accounts with an unlimited number of private repositories. Bitbucket integrates with other Atlassian software like Jira, HipChat, Confluence and Bamboo.
Bamboo is a continuous integration (CI) server that can be used to automate the release management for a software application, creating a continuous delivery pipeline.
Codecov is the leading, dedicated code coverage solution. It provides highly integrated tools to group, merge, archive and compare coverage reports. Whether your team is comparing changes in a pull request or reviewing a single commit, Codecov will improve the code review workflow and quality.
Drone is a Continuous Delivery system built on container technology. Drone uses a simple YAML configuration file, a superset of docker-compose, to define and execute Pipelines inside Docker containers.
Travis CI is a hosted continuous integration service used to build and test software projects hosted at GitHub.
Circle CI is a continuous integration and continuous delivery platform that helps software teams work smarter, faster.
Zuul-CI is a program that drives continuous integration, delivery, and deployment systems with a focus on project gating and interrelated projects. Using the same Ansible playbooks to deploy your system and run your tests.
Artifactory is a Universal Artifact Repository Manager developed by JFrog. It supports all major packages, enterprise ready security, clustered, HA, Docker registry, multi-site replication and scalable.
Azure DevOps is a set of services for teams to share code, track work, and ship software; CLIs Build, deploy, diagnose, and manage multi-platform, scalable apps and services; Azure Pipelines Continuously build, test, and deploy to any platform and cloud; Azure Lab Services Set up labs for classrooms, trials, development and testing, and other scenarios.
Team City is a build management and continuous integration server from JetBrains.
Shippable simplifies DevOps and makes it systematic with an Assembly Line platform that is heterogeneous, flexible, and provides complete visibility across your DevOps workflows.
Spinnaker is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence.
AWS CodeBuild is a fully managed continuous integration service that compiles source code, runs tests, and produces software packages that are ready to deploy. With CodeBuild, you don't need to provision, manage, and scale your own build servers.
Selenium is a free (open source) automated testing suite for web applications across different browsers and platforms.
Cucumber is a tool based on Behavior Driven Development (BDD) framework which is used to write acceptance tests for the web application. It allows automation of functional validation in easily readable and understandable format (like plain English) to Business Analysts, Developers, and Testers.
JUnit is a unit testing framework for the Java programming language.
Mocha is a JavaScript test framework for Node.js programs, featuring browser support, asynchronous testing, test coverage reports, and use of any assertion library.
Karma is a simple tool that allows you to execute JavaScript code in multiple real browsers.
Jasmine is an open source testing framework for JavaScript. It aims to run on any JavaScript-enabled platform, to not intrude on the application nor the IDE, and to have easy-to-read syntax.
Maven is a build automation tool used primarily for Java projects. Maven can also be used to build and manage projects written in C#, Ruby, Scala, and other languages. The Maven project is hosted by the Apache Software Foundation.
Gradle is an open-source build-automation system that builds upon the concepts of Apache Ant and Apache Maven and introduces a Groovy-based domain-specific language instead of the XML form used by Apache Maven for declaring the project configuration.
Chef is an effortless Infrastructure Suite offers visibility into security and compliance status across all infrastructure and makes it easy to detect and correct issues long before they reach production.
Puppet is an open source tool that makes continuous integration and delivery of your software on traditional or containerized infrastructure easy by pulling together all your existing tools and giving you flexibility to deploy your way.
Ansible is an open-source software provisioning, configuration management, and application-deployment tool. It runs on many Unix-like systems, and can configure both Unix-like systems as well as Microsoft Windows.
KubeInit provides Ansible playbooks and roles for the deployment and configuration of multiple Kubernetes distributions.
Salt is Python-based, open-source software for event-driven IT automation, remote task execution, and configuration management. Supporting the "Infrastructure as Code" approach to data center system and network deployment and management, configuration automation, SecOps orchestration, vulnerability remediation, and hybrid cloud control.
Terraform is an open-source infrastructure as code software tool created by HashiCorp.It enables users to define and provision a datacenter infrastructure using a high-level configuration language known as Hashicorp Configuration Language (HCL), or optionally JSON.
Consul is a service networking solution to connect and secure services across any runtime platform and public or private cloud.
Packer is lightweight, runs on every major operating system, and is highly performant, creating machine images for multiple platforms in parallel. Packer does not replace configuration management like Chef or Puppet. In fact, when building images, Packer is able to use tools like Chef or Puppet to install software onto the image.
Nomad is a highly available, distributed, data-center aware cluster and application scheduler designed to support the modern datacenter with support for long-running services, batch jobs, and much more.
Vagrant is a tool for building and managing virtual machine environments in a single workflow. With an easy-to-use workflow and focus on automation, Vagrant lowers development environment setup time and increases production parity.
Vault is a tool for securely accessing secrets. A secret is anything that you want to tightly control access to, such as API keys, passwords, certificates, and more. Vault provides a unified interface to any secret, while providing tight access control and recording a detailed audit log.
CFEngine is an open-source configuration management system, written by Mark Burgess.Its primary function is to provide automated configuration and maintenance of large-scale computer systems, including the unified management of servers, desktops, consumer and industrial devices, embedded networked devices, mobile smartphones, and tablet computers.
Octpus Deploy is the deployment automation server for your entire team, designed to make it easy to orchestrate releases and deploy applications, whether on-premises or in the cloud.
AWS CodeDeploy is a fully managed deployment service that automates software deployments to a variety of compute services such as Amazon EC2, AWS Fargate, AWS Lambda, and your on-premises servers. AWS CodeDeploy makes it easier for you to rapidly release new features, helps you avoid downtime during application deployment, and handles the complexity of updating your applications.
Kubernetes is an open-source container-orchestration system for automating application deployment, scaling, and management. It was originally designed by Google, and is now maintained by the Cloud Native Computing Foundation.
Docker is a set of platform as a service products that use OS-level virtualization to deliver software in packages called containers. Containers are isolated from one another and bundle their own software, libraries and configuration files; they can communicate with each other through well-defined channels. All containers are run by a single operating-system kernel and are thus more lightweight than virtual machines.
PowerShell/PowerShell Core is a cross-platform (Windows, Linux, and macOS) automation and configuration tool/framework that works well with your existing tools and is optimized for dealing with structured data (eg JSON, CSV, XML, etc.), REST APIs, and object models. It includes a command-line shell, an associated scripting language and a framework for processing cmdlets.
Hyper-V creates virtual machines on Windows 10. Hyper-V can be enabled in many ways including using the Windows 10 control panel, PowerShell or using the Deployment Imaging Servicing and Management tool (DISM).
Cloud Hypervisor is an open source Virtual Machine Monitor (VMM) that runs on top of KVM. The project focuses on exclusively running modern, cloud workloads, on top of a limited set of hardware architectures and platforms. Cloud workloads refers to those that are usually run by customers inside a cloud provider. Cloud Hypervisor is implemented in Rust and is based on the rust-vmm crates.
VMware vSphere Hypervisor is a bare-metal hypervisor that virtualizes servers; allowing you to consolidate your applications while saving time and money managing your IT infrastructure.
VMware vSphere is the industry-leading compute virtualization platform, and your first step to application modernization. It has been rearchitected with native Kubernetes to allow customers to modernize the 70 million+ workloads now running on vSphere.
VMware Tanzu is a centralized management platform for consistently operating and securing your Kubernetes infrastructure and modern applications across multiple teams and private/public clouds.
Rancher is a complete software stack for teams adopting containers. It addresses the operational and security challenges of managing multiple Kubernetes clusters, while providing DevOps teams with integrated tools for running containerized workloads.
K3s is a highly available, certified Kubernetes distribution designed for production workloads in unattended, resource-constrained, remote locations or inside IoT appliances.
Rook is an open source cloud-native storage orchestrator for Kubernetes that turns distributed storage systems into self-managing, self-scaling, self-healing storage services. It automates the tasks of a storage administrator: deployment, bootstrapping, configuration, provisioning, scaling, upgrading, migration, disaster recovery, monitoring, and resource management.
Google Kubernetes Engine (GKE) is a managed, production-ready environment for deploying containerized applications.
Anthos is a modern application management platform that provides a consistent development and operations experience for cloud and on-premises environments.
AWS ECS is a highly scalable, high-performance container orchestration service that supports Docker containers and allows you to easily run and scale containerized applications on AWS. Amazon ECS eliminates the need for you to install and operate your own container orchestration software, manage and scale a cluster of virtual machines, or schedule containers on those virtual machines.
Apache Mesos is a cluster manager that provides efficient resource isolation and sharing across distributed applications, or frameworks. It can run Hadoop, Jenkins, Spark, Aurora, and other frameworks on a dynamically shared pool of nodes.
Apache Spark is a unified analytics engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.
Apache Hadoop is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage. Rather than rely on hardware to deliver high-availability, the library itself is designed to detect and handle failures at the application layer, so delivering a highly-available service on top of a cluster of computers, each of which may be prone to failures.
Microsoft Azure is a cloud computing service created by Microsoft for building, testing, deploying, and managing applications and services through Microsoft-managed data centers.
Azure Functions is a solution for easily running small pieces of code, or "functions," in the cloud. You can write just the code you need for the problem at hand, without worrying about a whole application or the infrastructure to run it.
Rkt is a pod-native container engine for Linux. It is composable, secure, and built on standards.
AWS Lambda is an event-driven, serverless computing platform provided by Amazon as a part of the Amazon Web Services. It is a computing service that runs code in response to events and automatically manages the computing resources required by that code.
Helm is the Kubernetes Package Manager.
Kubespray is a tool that combines Kubernetes and Ansible to easily install Kubernetes clusters that can be deployed on AWS, GCE, Azure, OpenStack, vSphere, Packet (bare metal), Oracle Cloud Infrastructure (Experimental), or Baremetal
Red Hat OpenShift is focused on security at every level of the container stack and throughout the application lifecycle. It includes long-term, enterprise support from one of the leading Kubernetes contributors and open source software companies.
OpenShift Hive is an operator which runs as a service on top of Kubernetes/OpenShift. The Hive service can be used to provision and perform initial configuration of OpenShift 4 clusters.
OKD is a community distribution of Kubernetes optimized for continuous application development and multi-tenant deployment. OKD adds developer and operations-centric tools on top of Kubernetes to enable rapid application development, easy deployment and scaling, and long-term lifecycle maintenance for small and large teams.
Odo is a fast, iterative, and straightforward CLI tool for developers who write, build, and deploy applications on Kubernetes and OpenShift.
Kata Operator is an operator to perform lifecycle management (install/upgrade/uninstall) of Kata Runtime on Openshift as well as Kubernetes cluster.
Knative is a Kubernetes-based platform to build, deploy, and manage modern serverless workloads. Knative takes care of the operational overhead details of networking, autoscaling (even to zero), and revision tracking.
Etcd is a distributed key-value store that provides a reliable way to store data that needs to be accessed by a distributed system or cluster of machines. Etcd is used as the backend for service discovery and stores cluster state and configuration for Kubernetes.
OpenStack is a free and open-source software platform for cloud computing, mostly deployed as infrastructure-as-a-service that controls large pools of compute, storage, and networking resources throughout a datacenter, managed through a dashboard or via the OpenStack API. OpenStack works with popular enterprise and open source technologies making it ideal for heterogeneous infrastructure.
Cloud Foundry is an open source, multi cloud application platform as a service that makes it faster and easier to build, test, deploy and scale applications, providing a choice of clouds, developer frameworks, and application services. It is an open source project and is available through a variety of private cloud distributions and public cloud instances.
Splunk software is used for searching, monitoring, and analyzing machine-generated big data, via a Web-style interface.
Prometheus is a free software application used for event monitoring and alerting. It records real-time metrics in a time series database (allowing for high dimensionality) built using a HTTP pull model, with flexible queries and real-time alerting.
Loki is a horizontally-scalable, highly-available, multi-tenant log aggregation system inspired by Prometheus. It is designed to be very cost effective and easy to operate. It does not index the contents of the logs, but rather a set of labels for each log stream.
Thanos is a set of components that can be composed into a highly available metric system with unlimited storage capacity, which can be added seamlessly on top of existing Prometheus deployments.
Container Storage Interface (CSI) is an API that lets container orchestration platforms like Kubernetes seamlessly communicate with stored data via a plug-in.
OpenEBS is a Kubernetes-based tool to create stateful applications using Container Attached Storage.
ElasticSearch is a search engine based on the Lucene library. It provides a distributed, multitenant-capable full-text search engine with an HTTP web interface and schema-free JSON documents. Elasticsearch is developed in Java.
Logstash is a tool for managing events and logs. When used generically, the term encompasses a larger system of log collection, processing, storage and searching activities.
Kibana is an open source data visualization plugin for Elasticsearch. It provides visualization capabilities on top of the content indexed on an Elasticsearch cluster. Users can create bar, line and scatter plots, or pie charts and maps on top of large volumes of data.
New Relic is a SaaS-based monitoring tool that fully supports the way DevOps teams work in the modern enterprise by streamlining your workflows with today's collaboration software and orchestration tools like Puppet, Chef, and Ansible.
Nagios is a free and open source computer-software application that monitors systems, networks and infrastructure. Nagios offers monitoring and alerting services for servers, switches, applications and services. It alerts users when things go wrong and alerts them a second time when the problem has been resolved.
SonarQube is an open-source platform developed by SonarSource for continuous inspection of code quality to perform automatic reviews with static analysis of code to detect bugs, code smells, and security vulnerabilities on 20+ programming languages.
Genie is a federated job orchestration engine developed by Netflix. Genie provides REST APIs to run a variety of big data jobs like Hadoop, Pig, Hive, Spark, Presto, Sqoop and more. It also provides APIs for managing the metadata of many distributed processing clusters and the commands and applications which run on them.
Inviso is a lightweight tool that provides the ability to search for Hadoop jobs, visualize the performance, and view cluster utilization.
Fenzo is a scheduler Java library for Apache Mesos frameworks that supports plugins for scheduling optimizations and facilitates cluster autoscaling.
Dynomite is a thin, distributed dynamo layer for different storage engines and protocols, which includes Redis and Memcached. Dynomite supports multi-datacenter replication and is designed for High Availability(HA).
Dyno is a tool that is used to scale a Java client application utilizing Dynomite.
Raigad is a process/tool that runs alongside Elasticsearch to automate backup/recovery, Deployments and Centralized Configuration management.
Priam is a process/tool that runs alongside Apache Cassandra to automate backup/recovery, Deployments and Centralized Configuration management.
Chaos Monkey is a resiliency tool used to randomly terminates virtual machine instances and containers that run inside of your production environment. Chaos Monkey should work with any backend that Spinnaker supports (AWS, Google Compute Engine, Microsoft Azure, Kubernetes, and Cloud Foundry).
Falcor is a JavaScript library for efficient data fetching. Falcor lets you represent all your remote data sources as a single domain model via a virtual JSON graph, whether in memory on the client or over the network on the server.
Restify is a framework, utilizing connect style middleware for building REST APIs.
Traefik is an open source Edge Router that makes publishing your services a fun and easy experience. It receives requests on behalf of your system and finds out which components are responsible for handling them. What sets Traefik apart, besides its many features, is that it automatically discovers the right configuration for your services.
Jira is a proprietary issue tracking product developed by Atlassian that allows bug tracking and agile project management.
Pivotal Tracker is the agile project management tool of choice for developers around the world for real-time collaboration around a shared, prioritized backlog.
Trello is a web-based Kanban-style list-making application that gives you perspective over all your projects, at work and at home.
Microsoft Teams is the hub for team collaboration in Office 365 that integrates the people, content, and tools your team needs to be more engaged and effective.
Slack is a cloud-based proprietary instant messaging platform developed by Slack Technologies.
OpsGenie is a cloud-based service for dev & ops teams, providing reliable alerts, on-call schedule management and escalations. OpsGenie integrates with monitoring tools & services, ensures the right people are notified.
Pagerduty automates processes built on best practices, allowing you to focus on higher value parts of incident response. Granular and scalable permissions enable teams to administer and operate independently while controlling visibility.
Veracode is a leading provider of enterprise-class application security, seamlessly integrating agile security solutions for organizations around the globe. In addition to application security services and secure devops services, Veracode provides a full security assessment to ensure your website and applications are secure, and ensures full enterprise data protection.
DevOps Engineering on AWS from AWS Training
AWS Certified DevOps Engineer - Professional from A Cloud Guru
Microsoft Certified: DevOps Engineer Expert Cert.
Introduction to Azure DevOps from A Cloud Guru
Architecting with Google Compute Engine
Architecting with Google Kubernetes Engine in Google Cloud
VMware Training and Certification Program
Cloudera Certification Program
Salesforce Certification Program
Salesforce Superbadges
Red Hat Training and Certification Program
Linux Foundation Training and Certification Program
Linux Professional Institute(LPI) Training and Certification
Learn DevOps with Online Courses and Lessons from edX
Top DevOps Courses Online from Udemy
Devops Courses from Coursera
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Flutter is Google's UI toolkit for crafting beautiful, natively compiled applications for mobile(Andorid and iOS), web, and desktop(Windows, MacOS, Linux, and Google Fuchsia) from a single codebase. Flutter works with existing code, is used by developers and organizations around the world, and is free and open source.
Flutter Gems is a curated package guide for Flutter which functionally categorizes some of the most useful and popular flutter packages available on pub.dev Flutter Gems A Flutter package landscape guide comprising 1500+ neatly categorized useful and popular packages.
Dart is an open-source, scalable programming language, with robust libraries and runtimes, for building web, server, and mobile apps using the Flutter framework.
Flutter documentation
Style Guide for Flutter
Creating your first Flutter app
Build and release an Android app using Flutter
Flutter Tools & techniques
Dart and Flutter: The Complete Developer's Guide on Udemy
Creating an Interactive Story with Flutter on Coursera
Flutter for Beginners course on Pluralsight
Flutter Online Training Courses on LinkedIn Learning
The Complete Flutter App Development Bootcamp with Dart by App Brewery
Adding Firebase to your Flutter app
Using Firebase and Firestore with Flutter
Fuchsia Project
Getting Started with Fuchsia
Fuchsia Reference
Contributing to Fuchsia
Firebase is a Backend-as-a-Service (BaaS) app development platform that provides hosted backend services such as a realtime database, cloud storage, authentication, crash reporting, machine learning, remote configuration, and hosting for your static files.
FlutterFire is a set of Flutter plugins that enable Flutter apps to use Firebase services. You can follow an example that shows how to use these plugins in the Firebase for Flutter codelab.
FlutterBoost is a Flutter plugin which enables hybrid integration of Flutter for your existing native apps with minimum efforts.
Go-flutter is a package that brings Flutter to the desktop. project implements the Flutter's Embedding API using a single code base that runs on Windows, macOS, and Linux. For rendering, GLFW fits the job because it provides the right abstractions over the OpenGL's Buffer/Mouse/Keyboard for each platform.
Appwrite is a secure end-to-end backend server for Web, Mobile, and Flutter developers that is packaged as a set of Docker containers for easy deployment.
Fluro is a Flutter routing library that adds flexible routing options like wildcards, named parameters and clear route definitions.
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AWS Certified Security - Specialty Certification
Microsoft Certified: Azure Security Engineer Associate
Google Cloud Certified Professional Cloud Security Engineer
Cisco Security Certifications
The Red Hat Certified Specialist in Security: Linux
Linux Professional Institute LPIC-3 Enterprise Security Certification
Cybersecurity Training and Courses from IBM Skills
Cybersecurity Courses and Certifications by Offensive Security
Citrix Certified Associate – Networking(CCA-N)
Citrix Certified Professional – Virtualization(CCP-V)
CCNP Routing and Switching
Certified Information Security Manager(CISM)
Wireshark Certified Network Analyst (WCNA)
Juniper Networks Certification Program Enterprise (JNCP)
Networking courses and specializations from Coursera
Network & Security Courses from Udemy
Network & Security Courses from edX
• Connection: In networking, a connection refers to pieces of related information that are transferred through a network. This generally infers that a connection is built before the data transfer (by following the procedures laid out in a protocol) and then is deconstructed at the at the end of the data transfer.
• Packet: A packet is, generally speaking, the most basic unit that is transferred over a network. When communicating over a network, packets are the envelopes that carry your data (in pieces) from one end point to the other.
Packets have a header portion that contains information about the packet including the source and destination, timestamps, network hops. The main portion of a packet contains the actual data being transferred. It is sometimes called the body or the payload.
• Network Interface: A network interface can refer to any kind of software interface to networking hardware. For instance, if you have two network cards in your computer, you can control and configure each network interface associated with them individually.
A network interface may be associated with a physical device, or it may be a representation of a virtual interface. The "loop-back" device, which is a virtual interface to the local machine, is an example of this.
• LAN: LAN stands for "local area network". It refers to a network or a portion of a network that is not publicly accessible to the greater internet. A home or office network is an example of a LAN.
• WAN: WAN stands for "wide area network". It means a network that is much more extensive than a LAN. While WAN is the relevant term to use to describe large, dispersed networks in general, it is usually meant to mean the internet, as a whole.
If an interface is connected to the WAN, it is generally assumed that it is reachable through the internet.
• Protocol: A protocol is a set of rules and standards that basically define a language that devices can use to communicate. There are a great number of protocols in use extensively in networking, and they are often implemented in different layers.
Some low level protocols are TCP, UDP, IP, and ICMP. Some familiar examples of application layer protocols, built on these lower protocols, are HTTP (for accessing web content), SSH, TLS/SSL, and FTP.
• Port: A port is an address on a single machine that can be tied to a specific piece of software. It is not a physical interface or location, but it allows your server to be able to communicate using more than one application.
• Firewall: A firewall is a program that decides whether traffic coming into a server or going out should be allowed. A firewall usually works by creating rules for which type of traffic is acceptable on which ports. Generally, firewalls block ports that are not used by a specific application on a server.
• NAT: Network address translation is a way to translate requests that are incoming into a routing server to the relevant devices or servers that it knows about in the LAN. This is usually implemented in physical LANs as a way to route requests through one IP address to the necessary backend servers.
• VPN: Virtual private network is a means of connecting separate LANs through the internet, while maintaining privacy. This is used as a means of connecting remote systems as if they were on a local network, often for security reasons.
While networking is often discussed in terms of topology in a horizontal way, between hosts, its implementation is layered in a vertical fashion throughout a computer or network. This means is that there are multiple technologies and protocols that are built on top of each other in order for communication to function more easily. Each successive, higher layer abstracts the raw data a little bit more, and makes it simpler to use for applications and users. It also allows you to leverage lower layers in new ways without having to invest the time and energy to develop the protocols and applications that handle those types of traffic.
As data is sent out of one machine, it begins at the top of the stack and filters downwards. At the lowest level, actual transmission to another machine takes place. At this point, the data travels back up through the layers of the other computer. Each layer has the ability to add its own "wrapper" around the data that it receives from the adjacent layer, which will help the layers that come after decide what to do with the data when it is passed off.
One method of talking about the different layers of network communication is the OSI model. OSI stands for Open Systems Interconnect.This model defines seven separate layers. The layers in this model are:
• Application: The application layer is the layer that the users and user-applications most often interact with. Network communication is discussed in terms of availability of resources, partners to communicate with, and data synchronization.
• Presentation: The presentation layer is responsible for mapping resources and creating context. It is used to translate lower level networking data into data that applications expect to see.
• Session: The session layer is a connection handler. It creates, maintains, and destroys connections between nodes in a persistent way.
• Transport: The transport layer is responsible for handing the layers above it a reliable connection. In this context, reliable refers to the ability to verify that a piece of data was received intact at the other end of the connection. This layer can resend information that has been dropped or corrupted and can acknowledge the receipt of data to remote computers.
• Network: The network layer is used to route data between different nodes on the network. It uses addresses to be able to tell which computer to send information to. This layer can also break apart larger messages into smaller chunks to be reassembled on the opposite end.
• Data Link: This layer is implemented as a method of establishing and maintaining reliable links between different nodes or devices on a network using existing physical connections.
• Physical: The physical layer is responsible for handling the actual physical devices that are used to make a connection. This layer involves the bare software that manages physical connections as well as the hardware itself (like Ethernet).
The TCP/IP model, more commonly known as the Internet protocol suite, is another layering model that is simpler and has been widely adopted.It defines the four separate layers, some of which overlap with the OSI model:
• Application: In this model, the application layer is responsible for creating and transmitting user data between applications. The applications can be on remote systems, and should appear to operate as if locally to the end user.
The communication takes place between peers network.
• Transport: The transport layer is responsible for communication between processes. This level of networking utilizes ports to address different services. It can build up unreliable or reliable connections depending on the type of protocol used.
• Internet: The internet layer is used to transport data from node to node in a network. This layer is aware of the endpoints of the connections, but does not worry about the actual connection needed to get from one place to another. IP addresses are defined in this layer as a way of reaching remote systems in an addressable manner.
• Link: The link layer implements the actual topology of the local network that allows the internet layer to present an addressable interface. It establishes connections between neighboring nodes to send data.
Interfaces are networking communication points for your computer. Each interface is associated with a physical or virtual networking device. Typically, your server will have one configurable network interface for each Ethernet or wireless internet card you have. In addition, it will define a virtual network interface called the "loopback" or localhost interface. This is used as an interface to connect applications and processes on a single computer to other applications and processes. You can see this referenced as the "lo" interface in many tools.
Networking works by piggybacks on a number of different protocols on top of each other. In this way, one piece of data can be transmitted using multiple protocols encapsulated within one another.
Media access control is a communications protocol that is used to distinguish specific devices. Each device is supposed to get a unique MAC address during the manufacturing process that differentiates it from every other device on the internet. Addressing hardware by the MAC address allows you to reference a device by a unique value even when the software on top may change the name for that specific device during operation. Media access control is one of the only protocols from the link layer that you are likely to interact with on a regular basis.
The IP protocol is one of the fundamental protocols that allow the internet to work. IP addresses are unique on each network and they allow machines to address each other across a network. It is implemented on the internet layer in the IP/TCP model. Networks can be linked together, but traffic must be routed when crossing network boundaries. This protocol assumes an unreliable network and multiple paths to the same destination that it can dynamically change between. There are a number of different implementations of the protocol. The most common implementation today is IPv4, although IPv6 is growing in popularity as an alternative due to the scarcity of IPv4 addresses available and improvements in the protocols capabilities.
ICMP: internet control message protocol is used to send messages between devices to indicate the availability or error conditions. These packets are used in a variety of network diagnostic tools, such as ping and traceroute. Usually ICMP packets are transmitted when a packet of a different kind meets some kind of a problem. Basically, they are used as a feedback mechanism for network communications.
TCP: Transmission control protocol is implemented in the transport layer of the IP/TCP model and is used to establish reliable connections. TCP is one of the protocols that encapsulates data into packets. It then transfers these to the remote end of the connection using the methods available on the lower layers. On the other end, it can check for errors, request certain pieces to be resent, and reassemble the information into one logical piece to send to the application layer. The protocol builds up a connection prior to data transfer using a system called a three-way handshake. This is a way for the two ends of the communication to acknowledge the request and agree upon a method of ensuring data reliability. After the data has been sent, the connection is torn down using a similar four-way handshake. TCP is the protocol of choice for many of the most popular uses for the internet, including WWW, FTP, SSH, and email. It is safe to say that the internet we know today would not be here without TCP.
UDP: User datagram protocol is a popular companion protocol to TCP and is also implemented in the transport layer. The fundamental difference between UDP and TCP is that UDP offers unreliable data transfer. It does not verify that data has been received on the other end of the connection. This might sound like a bad thing, and for many purposes, it is. However, it is also extremely important for some functions. It's not required to wait for confirmation that the data was received and forced to resend data, UDP is much faster than TCP. It does not establish a connection with the remote host, it simply fires off the data to that host and doesn't care if it is accepted or not. Since UDP is a simple transaction, it is useful for simple communications like querying for network resources. It also doesn't maintain a state, which makes it great for transmitting data from one machine to many real-time clients. This makes it ideal for VOIP, games, and other applications that cannot afford delays.
HTTP: Hypertext transfer protocol is a protocol defined in the application layer that forms the basis for communication on the web. HTTP defines a number of functions that tell the remote system what you are requesting. For instance, GET, POST, and DELETE all interact with the requested data in a different way.
JSON Web Token (JWT) is a compact URL-safe means of representing claims to be transferred between two parties. The claims in a JWT are encoded as a JSON object that is digitally signed using JSON Web Signature (JWS).
OAuth 2.0 is an open source authorization framework that enables applications to obtain limited access to user accounts on an HTTP service, such as Amazon, Google, Facebook, Microsoft, Twitter GitHub, and DigitalOcean. It works by delegating user authentication to the service that hosts the user account, and authorizing third-party applications to access the user account.
FTP: File transfer protocol is in the application layer and provides a way of transferring complete files from one host to another. It is inherently insecure, so it is not recommended for any externally facing network unless it is implemented as a public, download-only resource.
DNS: Domain name system is an application layer protocol used to provide a human-friendly naming mechanism for internet resources. It is what ties a domain name to an IP address and allows you to access sites by name in your browser.
SSH: Secure shell is an encrypted protocol implemented in the application layer that can be used to communicate with a remote server in a secure way. Many additional technologies are built around this protocol because of its end-to-end encryption and ubiquity. There are many other protocols that we haven't covered that are equally important. However, this should give you a good overview of some of the fundamental technologies that make the internet and networking possible.
KVM (for Kernel-based Virtual Machine) is a full virtualization solution for Linux on x86 hardware containing virtualization extensions (Intel VT or AMD-V). It consists of a loadable kernel module, kvm.ko, that provides the core virtualization infrastructure and a processor specific module, kvm-intel.ko or kvm-amd.ko.
QEMU is a fast processor emulator using a portable dynamic translator. QEMU emulates a full system, including a processor and various peripherals. It can be used to launch a different Operating System without rebooting the PC or to debug system code.
Hyper-V enables running virtualized computer systems on top of a physical host. These virtualized systems can be used and managed just as if they were physical computer systems, however they exist in virtualized and isolated environment. Special software called a hypervisor manages access between the virtual systems and the physical hardware resources. Virtualization enables quick deployment of computer systems, a way to quickly restore systems to a previously known good state, and the ability to migrate systems between physical hosts.
VirtManager is a graphical tool for managing virtual machines via libvirt. Most usage is with QEMU/KVM virtual machines, but Xen and libvirt LXC containers are well supported. Common operations for any libvirt driver should work.
oVirt is an open-source distributed virtualization solution, designed to manage your entire enterprise infrastructure. oVirt uses the trusted KVM hypervisor and is built upon several other community projects, including libvirt, Gluster, PatternFly, and Ansible.Founded by Red Hat as a community project on which Red Hat Enterprise Virtualization is based allowing for centralized management of virtual machines, compute, storage and networking resources, from an easy-to-use web-based front-end with platform independent access.
Xen is focused on advancing virtualization in a number of different commercial and open source applications, including server virtualization, Infrastructure as a Services (IaaS), desktop virtualization, security applications, embedded and hardware appliances, and automotive/aviation.
Ganeti is a virtual machine cluster management tool built on top of existing virtualization technologies such as Xen or KVM and other open source software. Once installed, the tool assumes management of the virtual instances (Xen DomU).
Packer is an open source tool for creating identical machine images for multiple platforms from a single source configuration. Packer is lightweight, runs on every major operating system, and is highly performant, creating machine images for multiple platforms in parallel. Packer does not replace configuration management like Chef or Puppet. In fact, when building images, Packer is able to use tools like Chef or Puppet to install software onto the image.
Vagrant is a tool for building and managing virtual machine environments in a single workflow. With an easy-to-use workflow and focus on automation, Vagrant lowers development environment setup time, increases production parity, and makes the "works on my machine" excuse a relic of the past. It provides easy to configure, reproducible, and portable work environments built on top of industry-standard technology and controlled by a single consistent workflow to help maximize the productivity and flexibility of you and your team.
VMware Workstation is a hosted hypervisor that runs on x64 versions of Windows and Linux operating systems; it enables users to set up virtual machines on a single physical machine, and use them simultaneously along with the actual machine.
VirtualBox is a powerful x86 and AMD64/Intel64 virtualization product for enterprise as well as home use. Not only is VirtualBox an extremely feature rich, high performance product for enterprise customers.
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SQL is a standard language for storing, manipulating and retrieving data in relational databases.
SQL Tutorial by W3Schools
Learn SQL Skills Online from Coursera
SQL Courses Online from Udemy
SQL Online Training Courses from LinkedIn Learning
Learn SQL For Free from Codecademy
GitLab's SQL Style Guide
OracleDB SQL Style Guide Basics
Tableau CRM: BI Software and Tools
Databases on AWS
Best Practices and Recommendations for SQL Server Clustering in AWS EC2.
Connecting from Google Kubernetes Engine to a Cloud SQL instance.
Educational Microsoft Azure SQL resources
MySQL Certifications
SQL vs. NoSQL Databases: What's the Difference?
What is NoSQL?
Azure Data Studio is an open source data management tool that enables working with SQL Server, Azure SQL DB and SQL DW from Windows, macOS and Linux.
Azure SQL Database is the intelligent, scalable, relational database service built for the cloud. It's evergreen and always up to date, with AI-powered and automated features that optimize performance and durability for you. Serverless compute and Hyperscale storage options automatically scale resources on demand, so you can focus on building new applications without worrying about storage size or resource management.
Azure SQL Managed Instance is a fully managed SQL Server Database engine instance that's hosted in Azure and placed in your network. This deployment model makes it easy to lift and shift your on-premises applications to the cloud with very few application and database changes. Managed instance has split compute and storage components.
Azure Synapse Analytics is a limitless analytics service that brings together enterprise data warehousing and Big Data analytics. It gives you the freedom to query data on your terms, using either serverless or provisioned resources at scale. It brings together the best of the SQL technologies used in enterprise data warehousing, Spark technologies used in big data analytics, and Pipelines for data integration and ETL/ELT.
MSSQL for Visual Studio Code is an extension for developing Microsoft SQL Server, Azure SQL Database and SQL Data Warehouse everywhere with a rich set of functionalities.
SQL Server Data Tools (SSDT) is a development tool for building SQL Server relational databases, Azure SQL Databases, Analysis Services (AS) data models, Integration Services (IS) packages, and Reporting Services (RS) reports. With SSDT, a developer can design and deploy any SQL Server content type with the same ease as they would develop an application in Visual Studio or Visual Studio Code.
Bulk Copy Program is a command-line tool that comes with Microsoft SQL Server. BCP, allows you to import and export large amounts of data in and out of SQL Server databases quickly snd efficeiently.
SQL Server Migration Assistant is a tool from Microsoft that simplifies database migration process from Oracle to SQL Server, Azure SQL Database, Azure SQL Database Managed Instance and Azure SQL Data Warehouse.
SQL Server Integration Services is a development platform for building enterprise-level data integration and data transformations solutions. Use Integration Services to solve complex business problems by copying or downloading files, loading data warehouses, cleansing and mining data, and managing SQL Server objects and data.
SQL Server Business Intelligence(BI) is a collection of tools in Microsoft's SQL Server for transforming raw data into information businesses can use to make decisions.
Tableau is a Data Visualization software used in relational databases, cloud databases, and spreadsheets. Tableau was acquired by Salesforce in August 2019.
DataGrip is a professional DataBase IDE developed by Jet Brains that provides context-sensitive code completion, helping you to write SQL code faster. Completion is aware of the tables structure, foreign keys, and even database objects created in code you're editing.
RStudio is an integrated development environment for R and Python, with a console, syntax-highlighting editor that supports direct code execution, and tools for plotting, history, debugging and workspace management.
MySQL is a fully managed database service to deploy cloud-native applications using the world's most popular open source database.
PostgreSQL is a powerful, open source object-relational database system with over 30 years of active development that has earned it a strong reputation for reliability, feature robustness, and performance.
Amazon DynamoDB is a key-value and document database that delivers single-digit millisecond performance at any scale. It is a fully managed, multiregion, multimaster, durable database with built-in security, backup and restore, and in-memory caching for internet-scale applications.
FoundationDB is an open source distributed database designed to handle large volumes of structured data across clusters of commodity servers. It organizes data as an ordered key-value store and employs ACID transactions for all operations. It is especially well-suited for read/write workloads but also has excellent performance for write-intensive workloads. FoundationDB was acquired by Apple in 2015.
CouchbaseDB is an open source distributed multi-model NoSQL document-oriented database. It creates a key-value store with managed cache for sub-millisecond data operations, with purpose-built indexers for efficient queries and a powerful query engine for executing SQL queries.
IBM DB2 is a collection of hybrid data management products offering a complete suite of AI-empowered capabilities designed to help you manage both structured and unstructured data on premises as well as in private and public cloud environments. Db2 is built on an intelligent common SQL engine designed for scalability and flexibility.
MongoDB is a document database meaning it stores data in JSON-like documents.
OracleDB is a powerful fully managed database helps developers manage business-critical data with the highest availability, reliability, and security.
MariaDB is an enterprise open source database solution for modern, mission-critical applications.
SQLite is a C-language library that implements a small, fast, self-contained, high-reliability, full-featured, SQL database engine.SQLite is the most used database engine in the world. SQLite is built into all mobile phones and most computers and comes bundled inside countless other applications that people use every day.
SQLite Database Browser is an open source SQL tool that allows users to create, design and edits SQLite database files. It lets users show a log of all the SQL commands that have been issued by them and by the application itself.
dbWatch is a complete database monitoring/management solution for SQL Server, Oracle, PostgreSQL, Sybase, MySQL and Azure. Designed for proactive management and automation of routine maintenance in large scale on-premise, hybrid/cloud database environments.
Cosmos DB Profiler is a real-time visual debugger allowing a development team to gain valuable insight and perspective into their usage of Cosmos DB database. It identifies over a dozen suspicious behaviors from your application's interaction with Cosmos DB.
Adminer is an SQL management client tool for managing databases, tables, relations, indexes, users. Adminer has support for all the popular database management systems such as MySQL, MariaDB, PostgreSQL, SQLite, MS SQL, Oracle, Firebird, SimpleDB, Elasticsearch and MongoDB.
DBeaver is an open source database tool for developers and database administrators. It offers supports for JDBC compliant databases such as MySQL, Oracle, IBM DB2, SQL Server, Firebird, SQLite, Sybase, Teradata, Firebird, Apache Hive, Phoenix, and Presto.
DbVisualizer is a SQL management tool that allows users to manage a wide range of databases such as Oracle, Sybase, SQL Server, MySQL, H3, and SQLite.
AppDynamics Database is a management product for Microsoft SQL Server. With AppDynamics you can monitor and trend key performance metrics such as resource consumption, database objects, schema statistics and more, allowing you to proactively tune and fix issues in a High-Volume Production Environment.
Toad is a SQL Server DBMS toolset developed by Quest. It increases productivity by using extensive automation, intuitive workflows, and built-in expertise. This SQL management tool resolve issues, manage change and promote the highest levels of code quality for both relational and non-relational databases.
Lepide SQL Server is an open source storage manager utility to analyse the performance of SQL Servers. It provides a complete overview of all configuration and permission changes being made to your SQL Server environment through an easy-to-use, graphical user interface.
Sequel Pro is a fast MacOS database management tool for working with MySQL. This SQL management tool helpful for interacting with your database by easily to adding new databases, new tables, and new rows.
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Note: GNOME Extenions allow you customize your Desktop layout anyway you want.
Easily turn GNOME Extensions On/Off using the GNOME Shell integration add-on in the Firefox web browser.
Caffeine is a GNOME Shell extension that disables the screensaver and auto suspend
Arc Menu is a GNOME Shell extension that adds an Application Menu for GNOME.
Material Shell is a GNOME Shell extension that adds a modern desktop interface for Linux - packaged as an extension for GNOME Shell. Improve your user experience and get rid of the anarchy of traditional desktop workflows. Designed to simplify navigation and reduce the need to manipulate windows in order to improve productivity. It's meant to be 100% predictable and bring the benefits of tools coveted by professionals to everyone.
Clipboard Indicator is a GNOME Shell extension that adds a clipboard indicator to the top panel, and caches clipboard history.
Blur My Shell is a GNOME Shell extension that adds a blur look to different parts of the GNOME Shell, including the top panel, dash and overview.
GSConnect is a GNOME Shell extension that adds a complete implementation of KDE Connect especially for GNOME Shell with Nautilus, Chrome and Firefox integration. It does not rely on the KDE Connect desktop application and will not work with it installed.
Compiz alike windows effect is a GNOME Shell extension that adds wobbly windows effect inspired by the Compiz one
CPU Power Manager is a GNOME Shell extension that enables you to manage Intel_pstate CPU Frequency scaling driver.
CPU Power Governor is a GNOME Shell extension that enables the ability to swap between kernel governors for the CPU useful for laptops.
CPUFreq is a GNOME Shell extension for System Monitor and Power Manager.
Dash to Panel is a GNOME Shell extension that shows an icon taskbar for the Gnome Shell. This extension moves the dash into the gnome main panel so that the application launchers and system tray are combined into a single panel, similar to that found in KDE Plasma and Windows 7+. A separate dock is no longer needed for easy access to running and favorited applications.
Dash to Dock is a GNOME Shell extension that shows a dock for the Gnome Shell. This extension moves the dash out of the overview transforming it in a dock for an easier launching of applications and a faster switching between windows and desktops. Side and bottom placement options are available.
Removable Drive Menu is a GNOME Shell extension that shows a status menu for accessing and unmounting removable devices.
Snap Manager is a GNOME Shell extension that shows a popup menu in the top bar to easily manage snap tasks (list, changes, refresh, remove, install...). Update notification at session startup.
Sound Input & Output Device Chooser is a GNOME Shell extension that shows a list of sound output and input devices (similar to gnome sound settings) in the status menu below the volume slider. Various active ports like HDMI , Speakers etc. of the same device are also displayed for selection. V20+ needs python as dependency. If you want to continue with the old method without Python, use options to switch off New Port identification. But it works with only English
User Themes is a GNOME Shell extension that lets you load shell themes from user directory.
WinTile: Windows 10 window tiling for GNOME is a hotkey driven window tiling system for GNOME that imitates the standard Win-Arrow keys of Windows 10, allowing you to maximize, maximize to sides, or 1/4 sized to corner across a single or multiple monitors using just Super+Arrow.
Gnome Extensions Sync is a GNOME Shell extension that syncs gnome shell keybindings, tweaks settings and extensions with their configuration across all gnome installations.
Tray Icons: Reloaded is a GNOME Shell extension which bring back Tray Icons to top panel, with additional features.
GitLab extension is a GNOME Shell extension that lets you utilizes the official GitLab API to provide a comfortable overview about your projects, commits & pipelines.
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