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.