Wattch: a framework for architectural-level power analysis and optimizations
Proceedings of the 27th annual international symposium on Computer architecture
Temperature-aware microarchitecture
Proceedings of the 30th annual international symposium on Computer architecture
Reducing power density through activity migration
Proceedings of the 2003 international symposium on Low power electronics and design
Dynamic Thermal Management for High-Performance Microprocessors
HPCA '01 Proceedings of the 7th International Symposium on High-Performance Computer Architecture
Heat-and-run: leveraging SMT and CMP to manage power density through the operating system
ASPLOS XI Proceedings of the 11th international conference on Architectural support for programming languages and operating systems
HybDTM: a coordinated hardware-software approach for dynamic thermal management
Proceedings of the 43rd annual Design Automation Conference
The M5 Simulator: Modeling Networked Systems
IEEE Micro
Thermal-aware task scheduling at the system software level
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Predictive dynamic thermal management for multicore systems
Proceedings of the 45th annual Design Automation Conference
Proactive temperature management in MPSoCs
Proceedings of the 13th international symposium on Low power electronics and design
Modeling and analysis of nonuniform substrate temperature effects on global ULSI interconnects
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Multi-level simultaneous multithreading scheduling to reduce the temperature of register files
Concurrency and Computation: Practice & Experience
Thermal-aware task scheduling in 3D chip multiprocessor with real-time constrained workloads
ACM Transactions on Embedded Computing Systems (TECS) - Special issue on embedded systems for interactive multimedia services (ES-IMS)
Achieving autonomous power management using reinforcement learning
ACM Transactions on Design Automation of Electronic Systems (TODAES)
TempoMP: integrated prediction and management of temperature in heterogeneous MPSoCs
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
CoMETC: Coordinated management of energy/thermal/cooling in servers
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Performance-driven dynamic thermal management of MPSoC based on task rescheduling
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Correcting vibration-induced performance degradation in enterprise servers
ACM SIGMETRICS Performance Evaluation Review
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In this paper, we propose a proactive dynamic thermal management scheme for chip multiprocessors that run multi-threaded workloads. We introduce a new predictor that utilizes the band-limited property of the temperature frequency spectrum. A big advantage of our predictor is that it does not require the costly training phase like ARMA [7]. Our thermal management scheme incorporates temperature prediction information and runtime workload characterization to perform efficient thermally aware scheduling. Our results show that applying our algorithm considerably improves the average system temperature, hottest core temperature, product MTTF and performance by 6 °C, 8 °C, 41% and 72% respectively.