Electrothermal analysis of VLSI systems
Electrothermal analysis of VLSI systems
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
ISQED '04 Proceedings of the 5th International Symposium on Quality Electronic Design
Compact thermal modeling for temperature-aware design
Proceedings of the 41st annual Design Automation Conference
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
Proceedings of the 2005 Asia and South Pacific Design Automation Conference
Electronic Circuit & System Simulation Methods (SRE)
Electronic Circuit & System Simulation Methods (SRE)
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
PRIMA: passive reduced-order interconnect macromodeling algorithm
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
3-D Thermal-ADI: a linear-time chip level transient thermal simulator
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Efficient linear circuit analysis by Pade approximation via the Lanczos process
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
A systematic method for functional unit power estimation in microprocessors
Proceedings of the 43rd annual Design Automation Conference
Efficient power modeling and software thermal sensing for runtime temperature monitoring
ACM Transactions on Design Automation of Electronic Systems (TODAES)
FEKIS: a fast architecture-level thermal analyzer for online thermal regulation
Proceedings of the 18th ACM Great Lakes symposium on VLSI
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As power density increases exponentially, run-time regulation of operating temperature by dynamic thermal management becomes imperative. This paper proposes a novel approach to real-time thermal estimation at chip level for efficient dynamic thermal management in lieu of the thermal sensors, which are erroneous and having longer delays. Our new approach is based on the observation that the average power consumption of architecture level modules in microprocessors running typical workloads determines the trend of temperature variations. Such a feature can be exploited by applying fast moment matching technique in frequency domain. To obtain the transient temperature changes due to initial condition and constant power input pattern, numerically stable moment matching approach is carried out to speed up on-line temperature tracking with high accuracy and low overhead. The resulting fast thermal analysis algorithm has linear time complexity in run-time setting and leads to about two orders of magnitude speed-up over traditional integrationbased transient analysis. The average maximum error under running typical benchmarks is only about 0.37 degree C as compared to other wellaccepted simulation tools.