Run-time power estimation in high performance microprocessors
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Real-time dynamic voltage scaling for low-power embedded operating systems
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
The benefits of event: driven energy accounting in power-sensitive systems
EW 9 Proceedings of the 9th workshop on ACM SIGOPS European workshop: beyond the PC: new challenges for the operating system
Predictive dynamic thermal management for multimedia applications
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
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
HPCA '02 Proceedings of the 8th International Symposium on High-Performance Computer Architecture
Energy-efficient soft real-time CPU scheduling for mobile multimedia systems
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Runtime Power Monitoring in High-End Processors: Methodology and Empirical Data
Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture
System level leakage reduction considering the interdependence of temperature and leakage
Proceedings of the 41st annual Design Automation Conference
Compact thermal modeling for temperature-aware design
Proceedings of the 41st annual Design Automation Conference
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
Dynamic Speed Scaling to Manage Energy and Temperature
FOCS '04 Proceedings of the 45th Annual IEEE Symposium on Foundations of Computer Science
Distributing the Frontend for Temperature Reduction
HPCA '05 Proceedings of the 11th International Symposium on High-Performance Computer Architecture
Performance, Energy, and Thermal Considerations for SMT and CMP Architectures
HPCA '05 Proceedings of the 11th International Symposium on High-Performance Computer Architecture
Understanding The Linux Kernel
Understanding The Linux Kernel
The need for a full-chip and package thermal model for thermally optimized IC designs
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
Adaptive designs for power and thermal optimization
ICCAD '05 Proceedings of the 2005 IEEE/ACM International conference on Computer-aided design
Techniques for Multicore Thermal Management: Classification and New Exploration
Proceedings of the 33rd annual international symposium on Computer Architecture
HybDTM: a coordinated hardware-software approach for dynamic thermal management
Proceedings of the 43rd annual Design Automation Conference
Reactive Speed Control in Temperature-Constrained Real-Time Systems
ECRTS '06 Proceedings of the 18th Euromicro Conference on Real-Time Systems
Mercury and freon: temperature emulation and management for server systems
Proceedings of the 12th international conference on Architectural support for programming languages and operating systems
Delay Analysis in Temperature-Constrained Hard Real-Time Systems with General Task Arrivals
RTSS '06 Proceedings of the 27th IEEE International Real-Time Systems Symposium
Making scheduling "cool": temperature-aware workload placement in data centers
ATEC '05 Proceedings of the annual conference on USENIX Annual Technical Conference
Interactive performance measurement with VNCplay
ATEC '05 Proceedings of the annual conference on USENIX Annual Technical Conference
Thermal-aware task scheduling at the system software level
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Thermal response to DVFS: analysis with an Intel Pentium M
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Modeling and Managing Thermal Profiles of Rack-mounted Servers with ThermoStat
HPCA '07 Proceedings of the 2007 IEEE 13th International Symposium on High Performance Computer Architecture
Stochastic modeling of a thermally-managed multi-core system
Proceedings of the 45th annual Design Automation Conference
Predictive dynamic thermal management for multicore systems
Proceedings of the 45th annual Design Automation Conference
Proactive temperature balancing for low cost thermal management in MPSoCs
Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
A framework for predictive dynamic temperature management of microprocessor systems
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
Dynamic Thermal Management through Task Scheduling
ISPASS '08 Proceedings of the ISPASS 2008 - IEEE International Symposium on Performance Analysis of Systems and software
Performance optimal speed control of multi-core processors under thermal constraints
Proceedings of the Conference on Design, Automation and Test in Europe
Speed scaling to manage temperature
STACS'05 Proceedings of the 22nd annual conference on Theoretical Aspects of Computer Science
ACM Transactions on Architecture and Code Optimization (TACO)
On multiprocessor temperature-aware scheduling problems
FAW-AAIM'12 Proceedings of the 6th international Frontiers in Algorithmics, and Proceedings of the 8th international conference on Algorithmic Aspects in Information and Management
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
Dynamic Power and Thermal Management of NoC-Based Heterogeneous MPSoCs
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
On multiprocessor temperature-aware scheduling problems
Journal of Scheduling
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High on-chip temperature impairs the processor's reliability and reduces its lifetime. Hardware-level dynamic thermal management (DTM) techniques can effectively constrain the chip temperature, but degrades the performance. We propose an OS-level technique that performs thermal-aware job scheduling to reduce DTMs. The algorithm is based on the observation that hot and cool jobs executed in a different order can make a difference in resulting temperature. Real-system implementation in Linux shows that our scheduler can remove 10.5% to 73.6% of the hardware DTMs in a medium thermal environment. The CPU throughput is improved by up to 7.6% (4.1%, on average) in a severe thermal environment.