A framework for dynamic energy efficiency and temperature management
Proceedings of the 33rd annual ACM/IEEE international symposium on Microarchitecture
Memory controller policies for DRAM power management
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Pentium 4 Performance-Monitoring Features
IEEE Micro
Temperature-aware microarchitecture
Proceedings of the 30th annual international symposium on Computer architecture
Dynamic Thermal Management for High-Performance Microprocessors
HPCA '01 Proceedings of the 7th International Symposium on High-Performance Computer Architecture
Runtime Power Monitoring in High-End Processors: Methodology and Empirical Data
Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture
Hybrid Architectural Dynamic Thermal Management
Proceedings of the conference on Design, automation and test in Europe - Volume 1
Thermal Modeling, Characterization and Management of On-Chip Networks
Proceedings of the 37th annual IEEE/ACM International Symposium on Microarchitecture
Using Performance Counters for Runtime Temperature Sensing in High-Performance Processors
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 11 - Volume 12
Addressing thermal nonuniformity in SMT workloads
ACM Transactions on Architecture and Code Optimization (TACO)
Predictive dynamic thermal management for multicore systems
Proceedings of the 45th annual Design Automation Conference
Temperature management in multiprocessor SoCs using online learning
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
Algorithms for Temperature-Aware Task Scheduling in Microprocessor Systems
AAIM '08 Proceedings of the 4th international conference on Algorithmic Aspects in Information and Management
GOP-level dynamic thermal management in MPEG-2 decoding
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Proactive temperature balancing for low cost thermal management in MPSoCs
Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
Temperature aware task sequencing and voltage scaling
Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
Static and dynamic temperature-aware scheduling for multiprocessor SoCs
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Koala: a platform for OS-level power management
Proceedings of the 4th ACM European conference on Computer systems
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Predict and act: dynamic thermal management for multi-core processors
Proceedings of the 14th ACM/IEEE international symposium on Low power electronics and design
Dynamic thermal management via architectural adaptation
Proceedings of the 46th Annual Design Automation Conference
Utilizing predictors for efficient thermal management in multiprocessor SoCs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Thermal balancing policy for multiprocessor stream computing platforms
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Performance-aware thermal management via task scheduling
ACM Transactions on Architecture and Code Optimization (TACO)
Efficient calibration of thermal models based on application behavior
ICCD'09 Proceedings of the 2009 IEEE international conference on Computer design
Consistent runtime thermal prediction and control through workload phase detection
Proceedings of the 47th Design Automation Conference
An efficient low-power buffer insertion with time and area constraints
ICC'10 Proceedings of the 14th WSEAS international conference on Circuits
Temperature-aware integrated DVFS and power gating for executing tasks with runtime distribution
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Energy-efficient variable-flow liquid cooling in 3D stacked architectures
Proceedings of the Conference on Design, Automation and Test in Europe
Temperature-aware scheduler based on thermal behavior grouping in multicore systems
Proceedings of the Conference on Design, Automation and Test in Europe
Dynamic thermal management in 3D multicore architectures
Proceedings of the Conference on Design, Automation and Test in Europe
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Run-time adaptable on-chip thermal triggers
Proceedings of the 16th Asia and South Pacific Design Automation Conference
Cool shapers: shaping real-time tasks for improved thermal guarantees
Proceedings of the 48th Design Automation Conference
Predictive Model-Based Thermal Management for Network Applications
Proceedings of the 2011 ACM/IEEE Seventh Symposium on Architectures for Networking and Communications Systems
Fuzzy control for enforcing energy efficiency in high-performance 3D systems
Proceedings of the International Conference on Computer-Aided Design
Recent thermal management techniques for microprocessors
ACM Computing Surveys (CSUR)
Reliability-aware platform optimization for 3D chip multi-processors
The Journal of Supercomputing
Thermal prediction and adaptive control through workload phase detection
ACM Transactions on Design Automation of Electronic Systems (TODAES) - Special section on adaptive power management for energy and temperature-aware computing systems
Combined heuristics for synthesis of SOCs with time and power constraints
Computers and Electrical Engineering
Predictability for timing and temperature in multiprocessor system-on-chip platforms
ACM Transactions on Embedded Computing Systems (TECS) - Special section on ESTIMedia'12, LCTES'11, rigorous embedded systems design, and multiprocessor system-on-chip for cyber-physical systems
The autonomic operating system research project: achievements and future directions
Proceedings of the 50th Annual Design Automation Conference
ThermOS: system support for dynamic thermal management of chip multi-processors
PACT '13 Proceedings of the 22nd international conference on Parallel architectures and compilation techniques
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With ever-increasing power density and cooling costs in modern high-performance systems, dynamic thermal management (DTM) has emerged as an effective technique for guaranteeing thermal safety at run-time. While past works on DTM have focused on different techniques in isolation, they fail to consider a synergistic mechanism using both hardware and software support and hence lead to a significant execution time overhead.In this paper, we propose HybDTM, a methodology for fine-grained, coordinated thermal management using a hybrid of hardware techniques, such as clock gating, and software techniques, such as thermal-aware process scheduling, synergistically leveraging the advantages of both approaches. We show that while hardware techniques can be used reactively to manage thermal emergencies, proactive use of low-overhead software techniques can rely on application-specific thermal profiles to lower system temperature. Our technique involves a novel regression-based thermal model which provides fast and accurate temperature estimates for run-time thermal characterization of applications running on the system, using hardware performance counters, while considering system-level thermal issues. We evaluate HybDTM on an actual desktop system running a number of SPEC2000 benchmarks, in both uniprocessor and simultaneous multi-threading (SMT) environments, and show that it is able to successfully manage the overall temperature with an average execution time overhead of only 9.9% (16.3% maximum) compared to the case without any DTM, as opposed to 20.4% (29.5% maximum) overhead for purely hardware-based DTM.