Showing papers from Standord Show all papers
Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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Proposing geometry-aware online scheduling via Smallest Volume First improves LLM serving's worst-case competitive ratio from 48 to 3 and reduces latency in vLLM.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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BalanceRoute uses online F-score routing to cut DP load imbalance and boost LLM serving throughput at scale.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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A re-solving algorithm achieves O(log² n) regret in nonstationary online linear programming using just one sample per distribution via dynamic programming and dual methods.
Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026
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