Control-theoretic dynamic frequency and voltage scaling for multimedia workloads
CASES '02 Proceedings of the 2002 international conference on Compilers, architecture, and synthesis for embedded systems
PowerHerd: dynamic satisfaction of peak power constraints in interconnection networks
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
Predictive dynamic thermal management for multimedia applications
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
Control Techniques to Eliminate Voltage Emergencies in High Performance Processors
HPCA '03 Proceedings of the 9th International Symposium on High-Performance Computer Architecture
Feedback Control with Queueing-Theoretic Prediction for Relative Delay Guarantees in Web Servers
RTAS '03 Proceedings of the The 9th IEEE Real-Time and Embedded Technology and Applications Symposium
Temperature-aware microarchitecture
Proceedings of the 30th annual international symposium on Computer architecture
Microarchitecture level power and thermal simulation considering temperature dependent leakage model
Proceedings of the 2003 international symposium on Low power electronics and design
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Proceedings of the 2003 international symposium on Low power electronics and design
Dynamic cluster reconfiguration for power and performance
Compilers and operating systems for low power
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ACM Transactions on Architecture and Code Optimization (TACO)
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Proceedings of the 41st annual Design Automation Conference
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4T-decay sensors: a new class of small, fast, robust, and low-power, temperature/leakage sensors
Proceedings of the 2004 international symposium on Low power electronics and design
Loop-based leakage control for branch predictors
Proceedings of the 2004 international conference on Compilers, architecture, and synthesis for embedded systems
Formal online methods for voltage/frequency control in multiple clock domain microprocessors
ASPLOS XI Proceedings of the 11th international conference on Architectural support for programming languages and operating systems
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
Real Time Scheduling Theory: A Historical Perspective
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Proceedings of the conference on Design, Automation and Test in Europe - Volume 2
Thermal-Aware Floorplanning Using Genetic Algorithms
ISQED '05 Proceedings of the 6th International Symposium on Quality of Electronic Design
Balance of Power: Dynamic Thermal Management for Internet Data Centers
IEEE Internet Computing
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Proceedings of the 42nd annual Design Automation Conference
A Simple Divide-and-Conquer Approach for Neural-Class Branch Prediction
Proceedings of the 14th International Conference on Parallel Architectures and Compilation Techniques
Temperature-Sensitive Loop Parallelization for Chip Multiprocessors
ICCD '05 Proceedings of the 2005 International Conference on Computer Design
Temperature-Aware Voltage Islands Architecting in System-on-Chip Design
ICCD '05 Proceedings of the 2005 International Conference on Computer Design
Balancing Resource Utilization to Mitigate Power Density in Processor Pipelines
Proceedings of the 38th annual IEEE/ACM International Symposium on Microarchitecture
Compiler-Directed Power Density Reduction in NoC-Based Multi-Core Designs
ISQED '06 Proceedings of the 7th International Symposium on Quality Electronic Design
Thermal Trends in Emerging Technologies
ISQED '06 Proceedings of the 7th International Symposium on Quality Electronic Design
A simulation methodology for reliability analysis in multi-core SoCs
GLSVLSI '06 Proceedings of the 16th ACM Great Lakes symposium on VLSI
Compiler-directed thermal management for VLIW functional units
Proceedings of the 2006 ACM SIGPLAN/SIGBED conference on Language, compilers, and tool support for embedded systems
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An optimal analytical solution for processor speed control with thermal constraints
Proceedings of the 2006 international symposium on Low power electronics and design
Dynamic thermal management for MPEG-2 decoding
Proceedings of the 2006 international symposium on Low power electronics and design
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CODES+ISSS '06 Proceedings of the 4th international conference on Hardware/software codesign and system synthesis
ALP: Efficient support for all levels of parallelism for complex media applications
ACM Transactions on Architecture and Code Optimization (TACO)
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Proceedings of the 17th ACM Great Lakes symposium on VLSI
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Proceedings of the conference on Design, automation and test in Europe
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ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Resource area dilation to reduce power density in throughput servers
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Temperature-aware processor frequency assignment for MPSoCs using convex optimization
CODES+ISSS '07 Proceedings of the 5th IEEE/ACM international conference on Hardware/software codesign and system synthesis
Performance optimal processor throttling under thermal constraints
CASES '07 Proceedings of the 2007 international conference on Compilers, architecture, and synthesis for embedded systems
Power-density aware floorplanning for reducing maximum on-chip temperature
MOAS'07 Proceedings of the 18th conference on Proceedings of the 18th IASTED International Conference: modelling and simulation
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IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Approximation algorithm for the temperature-aware scheduling problem
Proceedings of the 2007 IEEE/ACM international conference on Computer-aided design
Power capping: a prelude to power shifting
Cluster Computing
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SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Proceedings of the 13th international symposium on Low power electronics and design
Analytical results for design space exploration of multi-core processors employing thread migration
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Hybrid dynamic thermal management based on statistical characteristics of multimedia applications
Proceedings of the 13th international symposium on Low power electronics and design
Reducing the Number of Bits in the BTB to Attack the Branch Predictor Hot-Spot
Euro-Par '08 Proceedings of the 14th international Euro-Par conference on Parallel Processing
GOP-level dynamic thermal management in MPEG-2 decoding
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
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Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
A control theory approach for thermal balancing of MPSoC
Proceedings of the 2009 Asia and South Pacific Design Automation Conference
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Proceedings of the 2009 Asia and South Pacific Design Automation Conference
Temperature-constrained power control for chip multiprocessors with online model estimation
Proceedings of the 36th annual international symposium on Computer architecture
Temperature reduction analysis in Sentry Tag cache systems
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Throughput optimal task allocation under thermal constraints for multi-core processors
Proceedings of the 46th Annual Design Automation Conference
Processor speed control with thermal constraints
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Power-density aware floorplanning for reducing maximum on-chip temperature
MS '07 The 18th IASTED International Conference on Modelling and Simulation
Thermal analysis and modeling of embedded processors
Computers and Electrical Engineering
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Proceedings of the 2009 International Conference on Computer-Aided Design
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
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ACM Transactions on Architecture and Code Optimization (TACO)
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Proceedings of the Conference on Design, Automation and Test in Europe
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Proceedings of the Conference on Design, Automation and Test in Europe
Thermal-aware memory mapping in 3D designs
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Performance optimal speed control of multi-core processors under thermal constraints
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IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
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Proceedings of the 2010 Asia and South Pacific Design Automation Conference
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PATMOS'05 Proceedings of the 15th international conference on Integrated Circuit and System Design: power and Timing Modeling, Optimization and Simulation
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Recent thermal management techniques for microprocessors
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ACM Transactions on Embedded Computing Systems (TECS)
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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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This paper proposes the use of formal feedback control theory as a way to implement adaptive techniques in the processor architecture. Dynamic thermal management (DTM) is used as a test vehicle, and variations of a PID controller (Proportional-Integral-Differential) are developed and tested for adaptive control of fetch ``toggling.'' To accurately test the DTM mechanism being proposed, this paper also develops a thermal model based on lumped thermal resistances and thermal capacitances. This model is computationally efficient and tracks temperature at the granularity of individual functional blocks within the processor. Because localized heating occurs much faster than chip-wide heating, some parts of the processor are more likely to be ``hot spots'' than others.Experiments using Wattch and the SPEC2000 benchmarks show that the thermal trigger threshold can be set within 0.2 degrees of the maximum temperature and yet never enter thermal emergency. This cuts the performance loss of DTM by 65% compared to the previously described fetch toggling technique that uses a response of fixed magnitude.