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cs.DC2026
Bipartite matching under communication constraints
Moonmoon Mohanty, Gautham Bolar, Preetam Patil +3
In modern data center networks, thousands of hosts contend for shared link capacity; the scale of these systems makes centralized scheduling impractical. This article models such s…
cs.DC2025
Optimizing Resource Allocation for Geographically-Distributed Inference by Large Language Models
Tingyang Sun, Ting He, Bo Ji +1
Large language models have demonstrated extraordinary performance in many AI tasks but are expensive to use, even after training, due to their requirement of high-end GPUs. Recentl…
cs.DC2021
Modeling Performance and Energy trade-offs in Online Data-Intensive Applications
Ajay Badita, Rooji Jinan, Balajee Vamanan +1
We consider energy minimization for data-intensive applications run on large number of servers, for given performance guarantees. We consider a system, where each incoming applicat…