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
How graph-based remediation automates MongoDB recovery and reduces pager alerts through state machine and pathfinding in a graph
How a microservices platform reduces cognitive load and accelerates delivery through team topologies and infrastructure standardization
DTMC analysis of URLLC with proactive HARQ, accounting for HARQ RTT: How to properly schedule resources and avoid reliability and latency degradation
How AI agents are reshaping distributed systems through memory-centric architecture, orchestration, stateful agents, identity, sandboxing, and observability. Explore key trends and the architectural outlook for the next 6–12 months
How AI code migration addresses the challenge of large-scale codebase changes, and the architectural trade-offs involved in using LLM agents
How Agentic Nesting Transforms Enterprise Application Integration via Multi-Agent Architecture and Semantic System Orchestration
Distributed ad serving in streaming: how to fit within 100 ms while balancing latency, personalization, and system resilience
Stateless QUIC Load Balancing: How the Data Plane Ensures PCC, Reduces Latency, and Blocks 0-RTT Attacks Without Server Modifications
The Agent Access Model transforms access control for AI agents, mitigating risks through task-scoped tokens and the verification of every action
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