Saving energy with architectural and frequency adaptations for multimedia applications
Proceedings of the 34th annual ACM/IEEE international symposium on Microarchitecture
Design Challenges of Technology Scaling
IEEE Micro
Predictive dynamic thermal management for multimedia applications
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
Full chip leakage estimation considering power supply and temperature variations
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
Temperature-aware microarchitecture: Modeling and implementation
ACM Transactions on Architecture and Code Optimization (TACO)
Convex Optimization
Efficient Thermal Placement of Standard Cells in 3D ICs using a Force Directed Approach
Proceedings of the 2003 IEEE/ACM international conference on Computer-aided design
Thermal-Aware Task Allocation and Scheduling for Embedded Systems
Proceedings of the conference on Design, Automation and Test in Europe - Volume 2
Mapping and configuration methods for multi-use-case networks on chips
ASP-DAC '06 Proceedings of the 2006 Asia and South Pacific Design Automation Conference
Proceedings of the 2005 Asia and South Pacific Design Automation Conference
Exploring "temperature-aware" design in low-power MPSoCs
Proceedings of the conference on Design, automation and test in Europe: Proceedings
Techniques for Multicore Thermal Management: Classification and New Exploration
Proceedings of the 33rd annual international symposium on Computer Architecture
Journal of VLSI Signal Processing Systems
Physical aware frequency selection for dynamic thermal management in multi-core systems
Proceedings of the 2006 IEEE/ACM international conference on Computer-aided design
Temperature aware task scheduling in MPSoCs
Proceedings of the conference on Design, automation and test in Europe
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
Power-Performance Implications of Thread-level Parallelism on Chip Multiprocessors
ISPASS '05 Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2005
3-D Thermal-ADI: a linear-time chip level transient thermal simulator
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Understanding the Thermal Implications of Multi-Core Architectures
IEEE Transactions on Parallel and Distributed Systems
A control theory approach for thermal balancing of MPSoC
Proceedings of the 2009 Asia and South Pacific Design Automation Conference
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Proceedings of the 14th ACM/IEEE international symposium on Low power electronics and design
Proceedings of the 46th Annual Design Automation Conference
Processor speed control with thermal constraints
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Online convex optimization-based algorithm for thermal management of MPSoCs
Proceedings of the 20th symposium on Great lakes symposium on VLSI
Custom feedback control: enabling truly scalable on-chip power management for MPSoCs
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Dynamic and distributed frequency assignment for energy and latency constrained MP-SoC
Proceedings of the Conference on Design, Automation and Test in Europe
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Hybrid dynamic energy and thermal management in heterogeneous embedded multiprocessor SoCs
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Thermal-aware global real-time scheduling and analysis on multicore systems
Journal of Systems Architecture: the EUROMICRO Journal
Neuron constraints to model complex real-world problems
CP'11 Proceedings of the 17th international conference on Principles and practice of constraint programming
Predictive Model-Based Thermal Management for Network Applications
Proceedings of the 2011 ACM/IEEE Seventh Symposium on Architectures for Networking and Communications Systems
HiPEAC'10 Proceedings of the 5th international conference on High Performance Embedded Architectures and Compilers
Recent thermal management techniques for microprocessors
ACM Computing Surveys (CSUR)
Integration, the VLSI Journal
Online thermal control methods for multiprocessor systems
ACM Transactions on Design Automation of Electronic Systems (TODAES) - Special section on adaptive power management for energy and temperature-aware computing systems
Cooperative boosting: needy versus greedy power management
Proceedings of the 40th Annual International Symposium on Computer Architecture
TempoMP: integrated prediction and management of temperature in heterogeneous MPSoCs
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
Analysis of instruction-level vulnerability to dynamic voltage and temperature variations
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
Performance-driven dynamic thermal management of MPSoC based on task rescheduling
ACM Transactions on Design Automation of Electronic Systems (TODAES)
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With technology advances, the number of cores integrated on a chip and their speed of operation is increasing. This, in turn is leading to a significant increase in chip temperature. Temperature gradients and hot-spots not only affect the performance of the system, but also lead to unreliable circuit operation and affect the life-time of the chip. Meeting the temperature constraints and reducing the hot-spots are critical for achieving reliable and efficient operation of complex multi-core systems. In this work, we present Pro-Temp, a convex optimization based method that pro-actively controls the temperature of the cores, while minimizing the power consumption and satisfying application performance constraints. The method guarantees that the temperature of the cores are below a user-defined threshold at all instances of operation, while also reducing the hot-spots. We perform experiments on several realistic multicore benchmarks, which show that the proposed method guarantees that the cores never exceed the maximum temperature limit, while matching the application performance requirements. We compare this to traditional methods, where we find several temperature violations during the operation of the system.