
Continuous Dynamic Batching in LLM Inference: Orca, vLLM & TGI Latency Benchmarks
Benchmarking continuous dynamic batching algorithms: how Orca, vLLM, and TGI achieve 3.8x higher throughput on GPU inference clusters.
In-depth systems architecture, distributed database benchmarks, and production engineering postmortems.

Benchmarking continuous dynamic batching algorithms: how Orca, vLLM, and TGI achieve 3.8x higher throughput on GPU inference clusters.

Deep dive into DeepSeek V3 architecture: Multi-Head Latent Attention (MLA) KV compression, DeepSeekMoE routing, and FP8 mixed-precision training.

Distributed locking tradeoffs compared: Redlock vs PostgreSQL advisory locks vs etcd raft leases under network partitions and split-brain scenarios.

Ingesting 50,000 trace spans/sec with OpenTelemetry Collector, Kafka buffering, and ClickHouse columnar storage without losing spans or blowing budgets.

Building sub-second interactive analytics dashboards with DuckDB-Wasm and Apache Arrow: streaming Parquet datasets entirely in the client browser.

eBPF networking in Kubernetes with Cilium: bypassing iptables/kube-proxy, direct server return (DSR), and Hubble service-mesh flow inspection.

Apache Iceberg vs Delta Lake benchmarked: ACID transaction isolation, schema evolution, hidden partitioning, and engine-agnostic query speeds on S3.

Client-side storage architecture: comparing IndexedDB, OPFS (Origin Private File System), and SQLite WASM for local-first web applications.

Migrating from ingress-nginx to Kubernetes Gateway API with Envoy: role-oriented routing, cross-namespace HTTPRoutes, and zero-downtime cutover.

Multi-agent orchestration with LangGraph: hierarchical supervisor routing, shared state schemas, and subagent delegation patterns.
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