DATA SIGNAL / DAY 2
DAY 2
Production Operations

Deploy. Scale.
Operate in Production.

End-to-end field guides for running data frameworks on Kubernetes and EKS — architecture decisions, storage trade-offs, autoscaling, graceful upgrades, and the production gotchas no documentation tells you.

Available now
Apache · Remote Shuffle Service

Apache Celeborn

Remote Shuffle Service on EKS

StatefulSetNVMe vs EBSKarpenterHAGraceful Drain
Available
18 sections · EKS · v0.5+
Coming soon
Apache Spark SOON

Executor sizing, DRA, Spark Operator on EKS

Apache Flink SOON

Stateful pipelines, checkpointing, HA on Kubernetes

Apache Kafka SOON

Strimzi operator, tiered storage, rebalancing

Trino SOON

Multi-tenant clusters, spill, fault-tolerant execution

StarRocks SOON

Shared-data mode, CN autoscaling, ingestion