My Wiki¶
A personal research wiki. Every claim links back to its source.
Categories¶
- AI & ML — 626 talks (86 case studies) across 33 events; organizations include Intuit, Google, NVIDIA, Uber, Spotify, Seldon.io.
- Autoscaling & performance — 429 talks (75 case studies) across 33 events; organizations include Red Hat, Bloomberg, CERN, Huawei, Comcast, WP Engine.
- CI/CD & GitOps — 299 talks (56 case studies) across 34 events; organizations include Intuit, Adobe, Akuity, Heap, Box, Ticketmaster.
- Cost & efficiency — 119 talks (24 case studies) across 27 events; organizations include Spotify, Twitter, Comcast, What, Layer5, SolarWinds.
- Edge & IoT — 192 talks (22 case studies) across 30 events; organizations include Onefootball, Walmart Labs, Rancher, Edge, VMware, Affirmed Networks.
- Networking — 659 talks (86 case studies) across 33 events; organizations include Lyft, Spotify, Google, HP, Datadog, Buoyant.
- Observability — 567 talks (71 case studies) across 33 events; organizations include GitLab, Grafana Labs, Uber, Weaveworks, Lyft, Splunk.
- Platform engineering — 212 talks (59 case studies) across 31 events; organizations include Adobe, Spotify, Salesforce, Lunar, Kolide, Fidelity Investments.
- Reliability & operations — 113 talks (18 case studies) across 31 events; organizations include Pusher, Zalando, Alibaba, Ant Financial, Airbnb, Lunar.
- Security — 569 talks (49 case studies) across 34 events; organizations include Shopify, Standard Chartered, Zachary Arnold & Austin Adams' employer, ControlPlane, Nav, HP.
- Serverless & runtimes — 288 talks (18 case studies) across 30 events; organizations include Google, T-Mobile, Oracle, Paybase, Capital One, Datadog.
- Storage & data — 373 talks (46 case studies) across 32 events; organizations include PlanetScale, PingCAP, Google, eBay, Pivotal, Massive.
Topics¶
- Automation: case studies over time — 13 case studies on automation across 11 events, from Cisco DevNet, Comcast, Databricks, Liftoff, Liftoff Mobile, Meetup, Red Hat, Shopify and more.
- Autoscaling: case studies over time — 10 case studies on autoscaling across 8 events, from Amazon Web Services, Capital One, Coinbase, Zalando SE.
- Ci/Cd: case studies over time — 9 case studies on ci/cd across 6 events, from A. Grabner, Akamai, Branch Metrics, CircleCI, Heap, Meetup, Otomato Software, SAP.
- Compliance: case studies over time — 14 case studies on compliance across 10 events, from DoD, Elastisys, Lunar, Nav, Palantir, Shopify, Spotify, Standard Chartered.
- Cortex: case studies over time — 6 case studies on cortex across 5 events, from Cortex, Grafana Labs, HashiCorp, Itaú Unibanco, Splunk, Weaveworks.
- Cost Optimization: case studies over time — 10 case studies on cost optimization across 6 events, from Adobe, Cast AI, Cortex, Spotify.
- Developer Experience: case studies over time — 6 case studies on developer experience across 5 events, from Kognic, Lunar, OVO Energy, Shopify, Voiceflow.
- Envoy: case studies over time — 14 case studies on envoy across 10 events, from Amazon Web Services, Booking.com, Heptio, Lyft, Niantic, Onefootball, Spotify, Tencent and more.
- Gitops: case studies over time — 21 case studies on gitops across 14 events, from Adobe, Branch Metrics, CERN, Fidelity Investments, Flox, G-Research, Intuit, Kubernetes and more.
- Istio: case studies over time — 14 case studies on istio across 10 events, from Airbnb, Careem, ControlPlane, Decathlon, Fred..., Google, HP, IBM and more.
- Migration: case studies over time — 40 case studies on migration across 19 events, from Airbnb, CITIC Bank, Cash App, Cloudera, Coinbase, EarnIn, Google, Loophole Labs and more.
- Monitoring: case studies over time — 19 case studies on monitoring across 13 events, from Affirmed Networks, DE-CIX, GitLab, Infobip, JD.COM, NVIDIA, Northwestern Mutual, Planet and more.
- Multi-Cluster: case studies over time — 27 case studies on multi-cluster across 16 events, from Absa Group, Admiralty, Adobe, Airbnb, Alibaba, Apple, Bloomberg, Cash App and more.
- Multi-Tenancy: case studies over time — 15 case studies on multi-tenancy across 9 events, from Adobe, Amazon Web Services, ClickHouse, Grafana Labs, Itaú Unibanco, Kolide, Spotify, Uber.
- Observability: case studies over time — 70 case studies on observability across 25 events, from A. Grabner, Affirmed Networks, Alibaba, Amgen, Bloomberg, Branch Metrics, Calyptia, Cortex and more.
- Opentelemetry: case studies over time — 14 case studies on opentelemetry across 9 events, from A. Grabner, Bloomberg, Heroku, Honeycomb, Honeycomb.io, OpenTelemetry Network, Salesforce, Shopify and more.
- Performance: case studies over time — 14 case studies on performance across 12 events, from Baidu, Chronosphere, Enterprise, Google, Hitachi, PingCAP, Red Hat, eBay.
- Platform Engineering: case studies over time — 56 case studies on platform engineering across 21 events, from Adobe, Amazon Web Services, Apple, Autodesk, Beneva, Cash App, Cisco, Credit Karma and more.
- Production Operations: case studies over time — 10 case studies on production operations across 9 events, from Airbnb, Chronosphere, Greg DeArment & Vlad Ungureanu's company, Salesforce, T-Mobile, Tencent, Viettel Group, Zalando.
- Prometheus: case studies over time — 16 case studies on prometheus across 12 events, from Comcast, DigitalOcean, Etsy, GitLab, Grafana Labs, HashiCorp, Infobip, Itaú Unibanco and more.
- Reliability: case studies over time — 6 case studies on reliability across 5 events, from Airbnb, Alibaba, Ant Financial, Grafana.
- Scaling: case studies over time — 43 case studies on scaling across 23 events, from AWS, Activision, Activision/Blizzard, Amazon Web Services, Bloomberg, CERN, Capital One, China and more.
- Security: case studies over time — 52 case studies on security across 22 events, from Alibaba Cloud, Ant Financial, Buoyant, Inc, Capital One, ClickHouse, ControlPlane, DE-CIX, DoD and more.
- Service Mesh: case studies over time — 34 case studies on service mesh across 19 events, from Airbnb, Booking.com, Buoyant, Cash App, Decathlon, DoorDash, EarnIn, Fault and more.
- Stateful Workloads: case studies over time — 7 case studies on stateful workloads across 6 events, from Chronosphere, Elastic, Intuit, Lyft, PlanetScale, eBay.
General¶
- Horizontal Pod Autoscaler case studies and implementations — How the Kubernetes HPA decides replica counts, and how Deezer and Alibaba Cloud's EDAS extended it with custom metrics and KEDA.
Tech¶
- Cilium — How the graduated CNCF project Cilium uses eBPF for Kubernetes networking, identity-based network policy, multi-cluster connectivity and observability, and when to choose it over kube-proxy/iptables setups.
Sources¶
Every synced playlist and video transcript.