2 papers
cs.AI2026
Autonomous Topology Mutation: Safe Runtime Restructuring for Multi-Agent LLM Systems with Capability, State, and Shadow Invariants
Bronislav Sidik, Chaya Levi, Nizzan Kimhi
Multi-agent LLM frameworks typically fix their team topology at boot time. When an individual agent becomes overloaded at runtime, for example by mixing too many action categories,…
cs.DC2026
EWSJF: An Adaptive Scheduler with Hybrid Partitioning for Mixed-Workload LLM Inference
Bronislav Sidik, Chaya Levi, Joseph Kampeas
Serving Large Language Models (LLMs) under mixed workloads--short, latency-sensitive interactive queries alongside long, throughput-oriented batch requests--poses a fundamental sch…