conftrace_

resource management

21 papers

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Co-occurring keywords

latency optimization (119) machine learning (436) multi-objective optimization (364) data center (12) resource scheduling (14) cloud computing (59) reinforcement learning (4352) video analytics (14) network configuration (12) learning-based controller (1)

Papers

Toward Artificial Metacognition AAAI 2026
The Subtle Art of Defection: Understanding Uncooperative Behaviors in LLM based Multi-Agent Systems EACL 2026
Multiple-Interval Coverage for Resource Management of Passive Surveillance Systems AAAI 2026
Time Series Supplier Allocation via Deep Black-Litterman Model AAAI 2025
QOS: Quantum Operating System OSDI 2025
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices NSDI 2024
POSEIDON: A Consolidated Virtual Network Controller that Manages Millions of Tenants via Config Tree NSDI 2024
Shielding in Resource-Constrained Goal POMDPs AAAI 2023
Hindsight Learning for MDPs with Exogenous Inputs ICML 2023
Cocktail: A Multidimensional Optimization for Model Serving in Cloud NSDI 2022
Real-Time BDI Agents: A Model and Its Implementation IJCAI 2022
TensorHive: Management of Exclusive GPU Access for Distributed Machine Learning Workloads JMLR 2021
FIRM: An Intelligent Fine-grained Resource Management Framework for SLO-Oriented Microservices OSDI 2020
Direct Universal Access: Making Data Center Resources Available to FPGA NSDI 2019
Hydra: a federated resource manager for data-center scale analytics NSDI 2019
CAFE: Adaptive VDI Workload Prediction with Multi-Grained Features AAAI 2019
Flexplane: An Experimentation Platform for Resource Management in Datacenters NSDI 2017
Live Video Analytics at Scale with Approximation and Delay-Tolerance NSDI 2017
Value Function Approximation using Multiple Aggregation for Multiattribute Resource Management JMLR 2008
Anytime Induction of Cost-sensitive Trees NIPS 2007
Managing Power Consumption and Performance of Computing Systems Using Reinforcement Learning NIPS 2007