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Scalable Power Management Using Multilevel Reinforcement Learning for Multiprocessors

https://doi.org/10.1145/2629486
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-24455-1_33openalex-snapshot
Value-Difference Based Exploration: Adaptive Control between Epsilon-Greedy and Softmax
inferredcites →https://doi.org/10.1007/bf01189993openalex-snapshot
Competitive randomized algorithms for nonuniform problems
inferredcites →https://doi.org/10.1023/a:1022140919877openalex-snapshot
Recent Advances in Hierarchical Reinforcement Learning
inferredcites →https://doi.org/10.1108/k.1998.27.9.1093.3openalex-snapshot
Reinforcement Learning:
inferredcites →https://doi.org/10.1109/92.748202openalex-snapshot
Multilevel hypergraph partitioning: applications in VLSI domain
inferredcites →https://doi.org/10.1109/92.845896openalex-snapshot
A survey of design techniques for system-level dynamic power management
inferredcites →https://doi.org/10.1109/aspdac.2012.6164929openalex-snapshot
Learning-based power management for multi-core processors via idle period manipulation
inferredcites →https://doi.org/10.1109/euc.2010.35openalex-snapshot
Power Management in Real Time Embedded Systems through Online and Adaptive Interplay of DPM and DVFS Policies
inferredcites →https://doi.org/10.1109/hpca.2008.4658633openalex-snapshot
System level analysis of fast, per-core DVFS using on-chip switching regulators
inferredcites →https://doi.org/10.1109/hpca.2011.5749737openalex-snapshot
A case for guarded power gating for multi-core processors
inferredcites →https://doi.org/10.1109/micro.2006.8openalex-snapshot
An Analysis of Efficient Multi-Core Global Power Management Policies: Maximizing Performance for a Given Power Budget
inferredcites →https://doi.org/10.1109/sasp.2011.5941085openalex-snapshot
ARTE: An Application-specific Run-Time management framework for multi-core systems
inferredcites →https://doi.org/10.1109/sbac-pad.2007.17openalex-snapshot
Multi2Sim: A Simulation Framework to Evaluate Multicore-Multithreaded Processors
inferredcites →https://doi.org/10.1109/tcad.2009.2015740openalex-snapshot
System-Level Power Management Using Online Learning
inferredcites →https://doi.org/10.1109/tcad.2010.2059270openalex-snapshot
Supervised Learning Based Power Management for Multicore Processors
inferredcites →https://doi.org/10.1109/tnn.2004.836241openalex-snapshot
A Generalized Growing and Pruning RBF (GGAP-RBF) Neural Network for Function Approximation
inferredcites →https://doi.org/10.1109/tvlsi.2008.2009014openalex-snapshot
Uncertainty-Aware Dynamic Power Management in Partially Observable Domains
inferredcites →https://doi.org/10.1137/05063787xopenalex-snapshot
Optimal Power-Down Strategies
inferredcites →https://doi.org/10.1145/1283780.1283791openalex-snapshot
Evaluating design tradeoffs in on-chip power management for CMPs
inferredcites →https://doi.org/10.1145/1555754.1555793openalex-snapshot
Thread motion
inferredcites →https://doi.org/10.1145/1669112.1669172openalex-snapshot
McPAT
inferredcites →https://doi.org/10.1145/1687399.1687486openalex-snapshot
Adaptive power management using reinforcement learning
inferredcites →https://doi.org/10.1145/1854273.1854283openalex-snapshot
Scalable thread scheduling and global power management for heterogeneous many-core architectures
inferredcites →https://doi.org/10.1145/223982.223990openalex-snapshot
The SPLASH-2 programs
inferredcites →https://doi.org/10.1145/225871.225877openalex-snapshot
Power minimization in IC design
inferredcites →https://doi.org/10.1145/2382570.2382572openalex-snapshot
Comparison of Decision-Making Strategies for Self-Optimization in Autonomic Computing Systems
inferredcites →https://doi.org/10.1145/2390191.2390194openalex-snapshot
Design of energy-efficient, adaptable throughput systems at near/sub-threshold voltage
inferredcites →https://doi.org/10.1145/2442087.2442095openalex-snapshot
Achieving autonomous power management using reinforcement learning
inferredcites →https://doi.org/10.1145/335043.335046openalex-snapshot
A predictive system shutdown method for energy saving of event-driven computation
inferredcites →https://doi.org/10.1162/neco.1991.3.2.213openalex-snapshot
A Resource-Allocating Network for Function Interpolation
inferredcites →https://doi.org/10.5402/2012/324194openalex-snapshot
Using Radial Basis Function Networks for Function Approximation and Classification
inferredcites →https://doi.org/10.5555/1266366.1266533openalex-snapshot
Stochastic modeling and optimization for robust power management in a partially observable system
inferredcites →https://doi.org/10.5555/1874620.1874992openalex-snapshot
Distributed peak power management for many-core architectures
inferredcites →https://doi.org/10.5555/603095.603147openalex-snapshot
Low power system scheduling and synthesis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1109/dac63849.2025.11133176openalex-snapshot
Centralized Training and Decentralized Control through the Actor-Critic Paradigm for Highly Optimized Multicores
inferred← citeshttps://doi.org/10.1109/iccd.2018.00068openalex-snapshot
Decentralized Collaborative Power Management through Multi-Device Knowledge Sharing
inferred← citeshttps://doi.org/10.1109/iscas51556.2021.9401790openalex-snapshot
Reinforcement Learning Enabled Routing for High-Performance Networks-on-Chip
inferred← citeshttps://doi.org/10.1109/tcad.2017.2772822openalex-snapshot
Profit: Priority and Power/Performance Optimization for Many-Core Systems
inferred← citeshttps://doi.org/10.1109/tcad.2018.2837131openalex-snapshot
Collaborative Power Management Through Knowledge Sharing Among Multiple Devices
inferred← citeshttps://doi.org/10.1109/tvlsi.2020.2970762openalex-snapshot
Multidevice Collaborative Power Management Through Decentralized Knowledge Sharing
inferred← citeshttps://doi.org/10.1145/2742060.2742078openalex-snapshot
Reinforcement Learning for Thermal-aware Many-core Task Allocation
inferred← citeshttps://doi.org/10.1145/3382756openalex-snapshot
Fog in the Clouds
inferred← citeshttps://doi.org/10.1145/3494523openalex-snapshot
A Survey of Machine Learning for Computer Architecture and Systems
inferred← citeshttps://doi.org/10.1166/jolpe.2017.1492openalex-snapshot
Learning-Based Run-Time Power and Energy Management of Multi/Many-Core Systems: Current and Future Trends
inferred← citeshttps://doi.org/10.4230/lipics.ecrts.2022.4openalex-snapshot
A Survey of Machine Learning Applied to Computer Architecture Design
inferred← citeshttps://doi.org/10.5555/2755753.2757163openalex-snapshot
Distributed reinforcement learning for power limited many-core system performance optimization
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