An introduction to neural computing
An introduction to neural computing
System identification (2nd ed.): theory for the user
System identification (2nd ed.): theory for the user
Wattch: a framework for architectural-level power analysis and optimizations
Proceedings of the 27th annual international symposium on Computer architecture
Route packets, not wires: on-chip inteconnection networks
Proceedings of the 38th annual Design Automation Conference
Temperature-aware microarchitecture: Modeling and implementation
ACM Transactions on Architecture and Code Optimization (TACO)
Operating-system controlled network on chip
Proceedings of the 41st annual Design Automation Conference
Thermal Modeling, Characterization and Management of On-Chip Networks
Proceedings of the 37th annual IEEE/ACM International Symposium on Microarchitecture
Energy-aware mapping for tile-based NoC architectures under performance constraints
ASP-DAC '03 Proceedings of the 2003 Asia and South Pacific Design Automation Conference
Techniques for Multicore Thermal Management: Classification and New Exploration
Proceedings of the 33rd annual international symposium on Computer Architecture
A study of thread migration in temperature-constrained multicores
ACM Transactions on Architecture and Code Optimization (TACO)
Temperature aware task scheduling in MPSoCs
Proceedings of the conference on Design, automation and test in Europe
Thousand core chips: a technology perspective
Proceedings of the 44th annual Design Automation Conference
Thermal-aware task scheduling at the system software level
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
Predictive dynamic thermal management for multicore systems
Proceedings of the 45th annual Design Automation Conference
Many-core design from a thermal perspective
Proceedings of the 45th annual Design Automation Conference
Thermal balancing policy for streaming computing on multiprocessor architectures
Proceedings of the conference on Design, automation and test in Europe
A control theory approach for thermal balancing of MPSoC
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
Dynamic thermal management via architectural adaptation
Proceedings of the 46th Annual Design Automation Conference
Outstanding research problems in NoC design: system, microarchitecture, and circuit perspectives
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
TAPE: thermal-aware agent-based power economy for multi/many-core architectures
Proceedings of the 2009 International Conference on Computer-Aided Design
Utilizing predictors for efficient thermal management in multiprocessor SoCs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Consistent runtime thermal prediction and control through workload phase detection
Proceedings of the 47th Design Automation Conference
Distributed task migration for thermal management in many-core systems
Proceedings of the 47th Design Automation Conference
Performance and power modeling in a multi-programmed multi-core environment
Proceedings of the 47th 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
Price theory based power management for heterogeneous multi-cores
Proceedings of the 19th international conference on Architectural support for programming languages and operating systems
Unified reliability estimation and management of NoC based chip multiprocessors
Microprocessors & Microsystems
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In deep submicrometer era, thermal hot spots, and large temperature gradients significantly impact systemreliability, performance, cost, and leakage power. As the system complexity increases, it is more and more difficult to perform thermal management in a centralized manner because of state explosion and the overhead of monitoring the entire chip. In this paper, we propose a framework for distributed thermal management in many-core systems where balanced thermal profile can be achieved by proactive task migration among neighboring cores. The framework has a low cost agent residing in each core that observes the local workload and temperature and communicates with its nearest neighbor for task migration and exchange. By choosing only those migration requests that will result in balanced workload without generating thermal emergency, the proposed framework maintains workload balance across the system and avoids unnecessary migration. Experimental results show that, our distributed management policy achieves almost the same performance as a global management policy when the tasks are initially randomly distributed. Compared with existing proactive task migration technique, our approach generates less hotspot, less migration overhead with negligible performance overhead.