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cs.DC2026
Vesta: Queueing-Aware LLM Scheduling for Real-World Workloads
Lancheng Zou, Bowen Li, Wei Mao +6
Agentic applications generate multi-turn sequences of LLM requests, with each new turn extending the context accumulated from prior interactions and tool calls. Prefix caching reus…
cs.DC2026
Sample-Guided Exact Top-K Selection for Long-Context Sparse Attention
Siran Liu, Yang Xue, Theo Tang +11
Sparse attention bounds downstream attention work by retaining a fixed-size subset of indexed tokens, but its standalone exact Top- stage must still process materialized score r…