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
Runtime identification of microprocessor energy saving opportunities
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
Analytical Model for Sensor Placement on Microprocessors
ICCD '05 Proceedings of the 2005 International Conference on Computer Design
EFFICIENT THERMAL SIMULATION FOR RUN-TIME TEMPERATURE TRACKING AND MANAGEMENT
ICCD '05 Proceedings of the 2005 International Conference on Computer Design
HybDTM: a coordinated hardware-software approach for dynamic thermal management
Proceedings of the 43rd annual Design Automation Conference
A systematic method for functional unit power estimation in microprocessors
Proceedings of the 43rd annual Design Automation Conference
Proceedings of the 12th international conference on Architectural support for programming languages and operating systems
Balancing power consumption in multiprocessor systems
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Efficient power modeling and software thermal sensing for runtime temperature monitoring
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Task activity vectors: a new metric for temperature-aware scheduling
Proceedings of the 3rd ACM SIGOPS/EuroSys European Conference on Computer Systems 2008
FEKIS: a fast architecture-level thermal analyzer for online thermal regulation
Proceedings of the 18th ACM Great Lakes symposium on VLSI
GOP-level dynamic thermal management in MPEG-2 decoding
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Reducing temperature variability by routing heat pipes
Proceedings of the 19th ACM Great Lakes symposium on VLSI
Energy-optimal dynamic thermal management for green computing
Proceedings of the 2009 International Conference on Computer-Aided Design
Decomposable and responsive power models for multicore processors using performance counters
Proceedings of the 24th ACM International Conference on Supercomputing
Leakage minimization using self sensing and thermal management
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Online strategies for high-performance power-aware thread execution on emerging multiprocessors
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
PCFS: Power Credit Based Fair Scheduler Under DVFS for Muliticore Virtualization Platform
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
Power-thermal profiling of software applications
Microelectronics Journal
Saving register-file static power by monitoring instruction sequence in ROB
Journal of Systems Architecture: the EUROMICRO Journal
TSIC: thermal scheduling simulator for chip multiprocessors
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
A novel software solution for localized thermal problems
ISPA'06 Proceedings of the 4th international conference on Parallel and Distributed Processing and Applications
Recent thermal management techniques for microprocessors
ACM Computing Surveys (CSUR)
ACM Transactions on Architecture and Code Optimization (TACO)
Power agnostic technique for efficient temperature estimation of multicore embedded systems
Proceedings of the 2012 international conference on Compilers, architectures and synthesis for embedded systems
Power-aware predictive models of hybrid (MPI/OpenMP) scientific applications on multicore systems
Computer Science - Research and Development
Collaborative calibration of on-chip thermal sensors using performance counters
Proceedings of the International Conference on Computer-Aided Design
Exploring power behaviors and trade-offs of in-situ data analytics
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Performance-driven dynamic thermal management of MPSoC based on task rescheduling
ACM Transactions on Design Automation of Electronic Systems (TODAES)
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As energy consumption in high-performance systems has increased, thermal management has become a big challenge. Providing a cost-effective and detailed temperature sensing mechanism is crucial to effectively employ a thermal management technique. Existing hardware sensors are too costly to implement and add additional heat while software simulations fail to account for all possible hardware effects. In this paper, we describe a software solution for temperature sensing that uses real hardware resources such as performance counters. The resulting temperature model provides a detailed spatial gradient of the processor and executes at runtime. In particular, the model is configured for the Pentium 4 processor. We run SPEC2000 benchmarks to analyze the thermal behavior of applications and explain the potential benefits of using our model for temperature aware research.