FHIR and Kafka for Wearable Analytics
FHIR and Kafka for wearable analytics: analysis of cloud-native architecture, FHIR normalization, low-latency ingestion, and clinical workloads
ThecoreGrid
From Shared Kernel to Verifiable Isolation: Why Cloud Architecture Is Moving Toward Isolation-First Design
How AI agents are reshaping cloud security from shared infrastructure to isolation-first architecture. Explore workload isolation, Kubernetes sandboxing, SPIFFE identity, short-lived credentials, failure containment, and verifiable trust
Text2SQL caching reduces latency without sacrificing accuracy
Text2SQL caching for production: how SQL templates, embeddings, and entity extraction reduce latency, token cost, and load on the LLM without sacrificing accuracy
PTX Tensor Core GEMM: When Hand-Written Code Pays Off
PTX Tensor Core GEMM on NVIDIA L4: why hand-written kernels help for INT8 and INT4, and why FP16 still favors WMMA
GPU LZ77 Decode: Where Serialization is Hidden
GPU LZ77 decoding on the H100: where serialization is hidden, why parsing matters more than copying, and the trade-offs involved in data addressability
Kueue for Netflix: seamless batch migration
Kueue migration at Netflix: how to replace CMB with a Kubernetes-native batch platform, maintain API parity, and improve resource utilization
CHERI and Memory: How Hardware Isolation Changes C/C++
CHERI memory safety in C/C++: how hardware architecture enhances pointer safety, isolation, and sharing without massive code rewriting
RAP in Spotify: an index for point queries
RAP in Spotify demonstrates how an external index on top of Parquet accelerates point queries in the data lake without copying data to serving databases
Service Topology: how Netflix keeps the dependency map live
Netflix Service Topology: how the real-time service map maintains integrity under load, using backpressure, SSE, and three processing stages
LLM serving with latency budget instead of queues
Latency budget in LLM serving changes the priorities of scheduling. CASCADE demonstrates how to link scheduling and KV-cache for increased goodput. The problem arises when all requests are formally equal in SLO, but in reality, they are not. In one cluster, chat, code generation, and reasoning coexist simultaneously. Their costs differ by orders of magnitude: … Read more