MediaBench: a tool for evaluating and synthesizing multimedia and communicatons systems
MICRO 30 Proceedings of the 30th annual ACM/IEEE international symposium on Microarchitecture
Extended Krylov subspace method for reduced order analysis of linear circuits with multiple sources
Proceedings of the 37th Annual Design Automation Conference
Wattch: a framework for architectural-level power analysis and optimizations
Proceedings of the 27th annual international symposium on Computer architecture
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
Compact thermal modeling for temperature-aware design
Proceedings of the 41st annual Design Automation Conference
Analytical Model for Sensor Placement on Microprocessors
ICCD '05 Proceedings of the 2005 International Conference on Computer Design
MiBench: A free, commercially representative embedded benchmark suite
WWC '01 Proceedings of the Workload Characterization, 2001. WWC-4. 2001 IEEE International Workshop
TACO: temperature aware clock-tree optimization
ICCAD '05 Proceedings of the 2005 IEEE/ACM International conference on Computer-aided design
Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches
Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches
Systematic temperature sensor allocation and placement for microprocessors
Proceedings of the 43rd annual Design Automation Conference
The M5 Simulator: Modeling Networked Systems
IEEE Micro
Temperature aware task scheduling in MPSoCs
Proceedings of the conference on Design, automation and test in Europe
An analytical model for the upper bound on temperature differences on a chip
Proceedings of the 18th ACM Great Lakes symposium on VLSI
Accurate Temperature Estimation for Efficient Thermal Management
ISQED '08 Proceedings of the 9th international symposium on Quality Electronic Design
Thermal monitoring mechanisms for chip multiprocessors
ACM Transactions on Architecture and Code Optimization (TACO)
On process variation tolerant low cost thermal sensor design in 32nm CMOS technology
Proceedings of the 19th ACM Great Lakes symposium on VLSI
Accurate temperature estimation using noisy thermal sensors
Proceedings of the 46th Annual Design Automation Conference
Spectral techniques for high-resolution thermal characterization with limited sensor data
Proceedings of the 46th Annual Design Automation Conference
MiDataSets: creating the conditions for a more realistic evaluation of Iterative optimization
HiPEAC'07 Proceedings of the 2nd international conference on High performance embedded architectures and compilers
Hotspot: acompact thermal modeling methodology for early-stage VLSI design
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
PRIMA: passive reduced-order interconnect macromodeling algorithm
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Fast Thermal Simulation for Runtime Temperature Tracking and Management
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
A system level approach to multi-core thermal sensors calibration
PATMOS'11 Proceedings of the 21st international conference on Integrated circuit and system design: power and timing modeling, optimization, and simulation
Full-chip runtime error-tolerant thermal estimation and prediction for practical thermal management
Proceedings of the International Conference on Computer-Aided Design
Proceedings of the great lakes symposium on VLSI
Proceedings of the 49th Annual Design Automation Conference
Proceedings of the 49th Annual Design Automation Conference
Collaborative calibration of on-chip thermal sensors using performance counters
Proceedings of the International Conference on Computer-Aided Design
SCC thermal model identification via advanced bias-compensated least-squares
Proceedings of the Conference on Design, Automation and Test in Europe
A power-driven thermal sensor placement algorithm for dynamic thermal management
Proceedings of the Conference on Design, Automation and Test in Europe
Run-time probabilistic detection of miscalibrated thermal sensors in many-core systems
Proceedings of the Conference on Design, Automation and Test in Europe
TempoMP: integrated prediction and management of temperature in heterogeneous MPSoCs
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
Eagle-eye: a near-optimal statistical framework for noise sensor placement
Proceedings of the International Conference on Computer-Aided Design
Nano-CMOS thermal sensor design optimization for efficient temperature measurement
Integration, the VLSI Journal
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Dynamic thermal management techniques require accurate runtime temperature information in order to operate effectively and efficiently. In this paper, we propose two novel solutions for accurate sensing of on-chip temperature. Our first technique is used at design time for sensor allocation and placement to minimize the number of sensors while maintaining the desired accuracy. The experimental results show that this technique can improve the efficiency and accuracy of sensor allocation and placement compared to previous work and can reduce the number of required thermal sensors by about 16% on average. Secondly, we propose indirect temperature sensing to accurately estimate the temperature at arbitrary locations on the die based on the noisy temperature readings from a limited number of sensors which are located further away from the locations of interest. Our runtime technique for temperature estimation reduces the standard deviation and maximum value of temperature estimation errors by an order of magnitude.