Using Mesos to Drive Devops Adoption at Scale
summary
GS Shop migrates mission‑critical services from per‑project VMs to a Mesos fabric within one year, aiming to put all systems on it; the team builds the gravity platform around Mesos + Marathon, HAProxy/DNS, Prometheus and ELK, with Slack audit feeds and Cabana for logs. Deployments become zero downtime deployments using Marathon rolling/blueprint manifests and automated rollbacks; transient environments and multi‑region Mesos clusters drive higher deployment frequency for a 20M‑user site and substantially reduce manual ops.
AI-written summary · about
chapters (55)
- 0:00Introduction
- 0:27Who am I
- 2:12Happy Families
- 3:08Definition of Productivity
- 3:18Agenda
- 3:54History
- 4:20Stats
- 4:44Developers and Operations
- 4:55Goals and Organization
- 5:39Operations
- 6:03John Driven Deployment
- 6:37Know the Issues
- 6:58Love of Machines
- 7:10Feedback
- 7:21Events
- 7:33Empathy
- 7:49Inspiration
- 8:15Conways Law
- 8:36Inverse Conways
- 8:52Boring Theory of Economics
- 9:08Origin Theory of DevOps
- 9:24Internal Practices
- 9:41Creating Tenets
- 9:51Five Tenets
- 10:45Master Plan
- 10:56Gravity
- 11:11The endtoend workflow
- 11:46Common Mesos adoptions
- 12:50Blueprint deployments
- 13:05Zero downtime deployment
- 13:34Audit log
- 14:02Custom dashboard
- 14:39Comprehensive head check
- 15:11Puppet Labs
- 16:02Prometheus
- 20:00Familiar Tools
- 20:48Mindset
- 24:09Compare Contrast
- 25:06New Rules
- 25:57Evangelist DevOps Evangelist
- 26:22Operations and Dev Goals
- 27:07Shared Goals
- 28:50Metric Insights
- 29:25Reusability
- 29:47Architecture
- 29:58Design Principles
- 31:57Whats Next
- 32:08Multitenancy
- 32:56Global Workload
- 34:45Recommendation System
- 35:59Gravity Platform
- 36:12Scheduling
- 37:35Architecture DNV
- 38:55Change is Possible
- 39:51Mesos Neighbor
related talks
31mMoving from Mesos to Kubernetes Without Anyone Noticing
39mHow we learned to love the Data Center Operating System
48mA journey to micro-services on Mesos
47mDeploying Like a Boss: From 2 Servers to 20,000
24mFrom VMs To Containers: A DevOps Journey
36mCerved: A Journey of Innovation
54mDevOps in Real Life, A How-To
36mFrom Mesos to Kubernetes
