RISC-V Vector Extension for Edge AI Inference
RISC-V Vector Extension (RVV) brings SIMD-style vector instructions to an open ISA, enabling efficient edge AI inference without proprietary GPUs.
CRDTs for Collaborative Edge Applications: Conflict-Free Replicated Data Types
Conflict-Free Replicated Data Types enable offline-first, collaborative edge applications by guaranteeing eventual consistency without centralized coordination.
Multi-Cluster GitOps with Argo CD and Crossplane: Application Lifecycle at Scale
Multi-cluster GitOps patterns using Argo CD for application delivery and Crossplane for infrastructure provisioning across Kubernetes fleets.
Mixture-of-Experts Routing for Efficient Large Language Models
How mixture-of-experts routing activates only a subset of parameters per token, reducing inference compute while preserving model capacity in large language models.
NVLink vs PCIe 5.0: Interconnect Bottlenecks in Multi-GPU AI Training
Compare NVLink and PCIe 5.0 for multi-GPU AI training, including bandwidth, topology, collective communication, and when interconnects bottleneck scaling.
Designing Idempotent APIs and Exactly-Once Effects in Distributed Systems
Build reliable APIs with idempotency keys, conditional writes, and outbox patterns to prevent duplicate side effects in distributed systems.
eBPF-Powered Kubernetes Networking with Cilium: Replacing kube-proxy at Scale
A practical guide to replacing kube-proxy with Cilium eBPF for faster Kubernetes service routing, lower overhead, and deeper network observability at scale.
KV Cache Reuse and Prefix Caching in vLLM for Multi-Tenant LLM Serving
Learn how vLLM prefix caching reuses KV cache blocks across shared prompts to cut prefill latency, GPU memory waste, and cost in multi-tenant LLM serving.
Demystifying HBM3e vs GDDR7: Memory Bandwidth Bottlenecks in Modern AI Accelerators
Analyze HBM3e vs GDDR7 architectures in modern AI accelerators. Compare silicon interposers, PAM3 signaling, thermal footprints, and deployment economics.
Lock-Free Ring Buffers: Designing High-Throughput Inter-Thread Messaging in Linux
Master lock-free ring buffer design in Linux systems programming. Learn SPSC architecture, acquire-release memory orders, and cache line false sharing mitigation.
