conftrace_

scalable optimization

6 papers

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Co-occurring keywords · papers mentioning both

resource allocation (2) hyperscale datacenter (1) expression graph (1) constraint decomposition (1) cloud system (1) high-dimensional output (1) agent system (1) decomposition method (1) llm agent (1) natural gradient ascent (1)

Papers

Decouple and Decompose: Scaling Resource Allocation with DeDe OSDI 2025 Divide, Optimize, Merge: Scalable Fine-Grained Generative Optimization for LLM Agents EMNLP 2025 Optimizing Resource Allocation in Hyperscale Datacenters: Scalability, Usability, and Experiences OSDI 2024 Solving Sparse \& High-Dimensional-Output Regression via Compression NeurIPS 2024 AAAI New Faculty Highlights: General and Scalable Optimization for Robust AI AAAI 2023 d-VMP: Distributed Variational Message Passing PGM 2016