Continuous deployment / delivery / pipelines

[monperrus]

Wikipedia references:

• https://en.wikipedia.org/wiki/Continuous_deployment
• https://en.wikipedia.org/wiki/Continuous_delivery
• https://en.wikipedia.org/wiki/Deployment_environment
• https://en.wikipedia.org/wiki/Blue-green_deployment

[monperrus]

Releasy, a tool that aims at supporting projects that use continuous delivery by generating and reporting their release provenance: http://arxiv.org/abs/1809.10265

[MatsJonsson]

https://www.terraform.io/ is an excellent tool for "infrastructure as code". We use it to develop, spin up, update, upgrade and kill pretty large kubernetes/docker deployments.

[monperrus]

"One size does not fit all - an empirical study of containerized continuous deployment workflows." https://www.researchgate.net/publication/326696302_One_Size_Does_Not_Fit_All_An_Empirical_Study_of_Containerized_Continuous_Deployment_Workflows

[monperrus]

Concepts: feature flags, dark launching.

[monperrus]

Concept: canary service, canary release

[monperrus]

Figure 3 of "Holistic Configuration Management at Facebook"

Figure 14: Latency in seconds between committing a config change and the new config reaching the production server

[monperrus]

Advanced Concept: "delta execution" see "Efficient online validation with delta execution" (ASPLOS 2009)

[monperrus]

Search-Based Scheduling of Experiments in Continuous Deployment https://www.ifi.uzh.ch/dam/jcr:1cc880b3-a5fd-40e9-a4aa-4c93123526c7/icsme18_preprint.pdf

[monperrus]

Gitlab technology https://gitlab.com/help/topics/autodevops/index.md

[monperrus]

Mozilla's CI/CD pipeline for building and publishing multiple whale containers as microservices within a mono repository. https://github.com/MozillaSecurity/orion

[monperrus]

Dokku A docker-powered PaaS that helps you build and manage the lifecycle of applications https://github.com/dokku/dokku

[monperrus]

Rainbow Deploys with Kubernetes http://brandon.dimcheff.com/2018/02/rainbow-deploys-with-kubernetes/

[bbaudry]

Reproducible build initiative at Debian https://wiki.debian.org/ReproducibleBuilds

[monperrus]

Spinnaker is an open source, multi-cloud continuous delivery platform https://www.spinnaker.io/

[monperrus]

Go continuous delivery https://www.gocd.org/

[monperrus]

https://github.com/StackStorm/st2

[monperrus]

Rollback and it’s importance in a DevOps world https://medium.com/@bharghavyerravalli/rollback-and-its-importance-in-a-devops-world-21d486738760

[monperrus]

JFrog: Universal package repository, SecOps, CI/CD and software distribution all in one platform. https://jfrog.com/

[monperrus]

Iter8

Release engineering platform for Kubernetes Iter8 automates SLO validation, A/B or A/B/n testing, and progressive rollouts with advanced traffic engineering.

https://iter8.tools/

• Simple rollout & rollback
• BlueGreen
• Dark launch with built-in load/metrics
• Dark launch with mirroring (shadowing)
• Canary with fixed-%-split
• Canary with progressive traffic shift
• Canary with user segmentation
• Canary with session affinity

[monperrus]

Updating Service-Based Software Systems in Air-Gapped Environments

[bbaudry]

The practice and future of release engineering: A roundtable with three release engineers https://resources.sei.cmu.edu/asset_files/Article/2015_101_001_442658.pdf

[bbaudry]

Infrastructure-as-code and tools such as Terraform and Ansible, are key technology for CD

[monperrus]

Towards RegOps: A DevOps Pipeline for Medical Device Software

[monperrus]

Achieving traceability in large scale continuous integration and delivery deployment, usage and validation of the eiffel framework Work done at Ericsson

[bbaudry]

CI/CD for MLops

[monperrus]

Automating Staged Rollout with Reinforcement Learning https://arxiv.org/pdf/2204.02189.pdf

[monperrus]

Micro‐IDE: A tool platform for generating efficient deployment alternatives based on microservices

[monperrus]

Automation of microservices application deployment made easy by rundeck and kubernetes

[bbaudry]

Drone is a continuous delivery system built on container technology. https://github.com/harness/drone

[monperrus]

An open source build platform designed for continuous delivery https://github.com/screwdriver-cd/screwdriver

[monperrus]

https://github.com/googleapis/release-please Release Please automates CHANGELOG generation, the creation of GitHub releases, and version bumps for your projects.

[monperrus]

jreleaser: 'the quick and effortless way to release your project!' https://jreleaser.org/