A survey of design techniques for system-level dynamic power management
IEEE Transactions on Very Large Scale Integration (VLSI) Systems - Special section on low-power electronics and design
Power-aware scheduling under timing constraints for mission-critical embedded systems
Proceedings of the 38th annual Design Automation Conference
Analysis of substrate thermal gradient effects on optimal buffer insertion
Proceedings of the 2001 IEEE/ACM international conference on Computer-aided design
Energy-Aware Runtime Scheduling for Embedded-Multiprocessor SOCs
IEEE Design & Test
Predictive dynamic thermal management for multimedia applications
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
Pickling Threads State in the Java System
TOOLS '00 Proceedings of the Technology of Object-Oriented Languages and Systems (TOOLS 33)
Temperature-aware microarchitecture
Proceedings of the 30th annual international symposium on Computer architecture
Proceedings of the conference on Design, automation and test in Europe - Volume 1
Hybrid Architectural Dynamic Thermal Management
Proceedings of the conference on Design, automation and test in Europe - Volume 1
The Case for Lifetime Reliability-Aware Microprocessors
Proceedings of the 31st annual international symposium on Computer architecture
Heat-and-run: leveraging SMT and CMP to manage power density through the operating system
ASPLOS XI Proceedings of the 11th international conference on Architectural support for programming languages and operating systems
Thermal-Aware Task Allocation and Scheduling for Embedded Systems
Proceedings of the conference on Design, Automation and Test in Europe - Volume 2
Power-aware scheduling and dynamic voltage setting for tasks running on a hard real-time system
ASP-DAC '06 Proceedings of the 2006 Asia and South Pacific Design Automation Conference
Proceedings of the conference on Design, automation and test in Europe: Proceedings
Thermal resilient bounded-skew clock tree optimization methodology
Proceedings of the conference on Design, automation and test in Europe: Proceedings
A fast HW/SW FPGA-based thermal emulation framework for multi-processor system-on-chip
Proceedings of the 43rd annual Design Automation Conference
Introduction to the cell multiprocessor
IBM Journal of Research and Development - POWER5 and packaging
Modeling and analysis of nonuniform substrate temperature effects on global ULSI interconnects
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Temperature-aware MPSoC scheduling for reducing hot spots and gradients
Proceedings of the 2008 Asia and South Pacific Design Automation Conference
An analytical model for the upper bound on temperature differences on a chip
Proceedings of the 18th ACM Great Lakes symposium on VLSI
Temperature management in multiprocessor SoCs using online learning
Proceedings of the 45th annual Design Automation Conference
Proactive temperature management in MPSoCs
Proceedings of the 13th international symposium on Low power electronics and design
Temperature control of high-performance multi-core platforms using convex optimization
Proceedings of the conference on Design, automation and test in Europe
Temperature-aware scheduling and assignment for hard real-time applications on MPSoCs
Proceedings of the conference on Design, automation and test in Europe
Performance Implications of Cache Affinity on Multicore Processors
Euro-Par '08 Proceedings of the 14th international Euro-Par conference on Parallel Processing
Guaranteed scheduling for repetitive hard real-time tasks under the maximal temperature constraint
CODES+ISSS '08 Proceedings of the 6th IEEE/ACM/IFIP international conference on Hardware/Software codesign and system synthesis
Proactive temperature balancing for low cost thermal management in MPSoCs
Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
A control theory approach for thermal balancing of MPSoC
Proceedings of the 2009 Asia and South Pacific Design Automation Conference
Towards embedded runtime system level optimization for MPSoCs: on-chip task allocation
Proceedings of the 19th ACM Great Lakes symposium on VLSI
Dynamic thermal-aware scheduling on chip multiprocessor for soft real-time system
Proceedings of the 19th ACM Great Lakes symposium on VLSI
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
DEEP-SaM - Energy-Efficient Provisioning Policies for Computing Environments
GECON '09 Proceedings of the 6th International Workshop on Grid Economics and Business Models
A Fast Scheme to Investigate Thermal-Aware Scheduling Policy for Multicore Processors
APPT '09 Proceedings of the 8th International Symposium on Advanced Parallel Processing Technologies
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
A cost-effective load-balancing policy for tile-based, massive multi-core packet processors
ACM Transactions on Embedded Computing Systems (TECS)
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
Thermal balancing policy for multiprocessor stream computing platforms
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Simultaneous PVT-tolerant voltage-island formation and core placement for thousand-core platforms
SOC'09 Proceedings of the 11th international conference on System-on-chip
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Temperature-aware integrated DVFS and power gating for executing tasks with runtime distribution
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Lifetime reliability-aware task allocation and scheduling for MPSoC platforms
Proceedings of the Conference on Design, Automation and Test in Europe
Dynamic thermal management in 3D multicore architectures
Proceedings of the Conference on Design, Automation and Test in Europe
Accurate direct and indirect on-chip temperature sensing for efficient dynamic thermal management
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems - Special section on the ACM IEEE international conference on formal methods and models for codesign (MEMOCODE) 2009
A case for lifetime-aware task mapping in embedded chip multiprocessors
CODES/ISSS '10 Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
A task remapping technique for reliable multi-core embedded systems
CODES/ISSS '10 Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
High level event driven thermal estimation for thermal aware task allocation and scheduling
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
EURASIP Journal on Embedded Systems
Low-energy automated scheduling of computing resources
Proceedings of the 1st ACM/IEEE workshop on Autonomic computing in economics
Online algorithms for maximizing weighted throughput of unit jobs with temperature constraints
FAW-AAIM'11 Proceedings of the 5th joint international frontiers in algorithmics, and 7th international conference on Algorithmic aspects in information and management
Temperature aware online algorithms for scheduling equal length jobs
FAW-AAIM'11 Proceedings of the 5th joint international frontiers in algorithmics, and 7th international conference on Algorithmic aspects in information and management
Thermal-aware system analysis and software synthesis for embedded multi-processors
Proceedings of the 48th Design Automation Conference
Mapping of applications to MPSoCs
CODES+ISSS '11 Proceedings of the seventh IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
Neuron constraints to model complex real-world problems
CP'11 Proceedings of the 17th international conference on Principles and practice of constraint programming
Temperature aware online scheduling with a low cooling factor
TAMC'10 Proceedings of the 7th annual conference on Theory and Applications of Models of Computation
Recent thermal management techniques for microprocessors
ACM Computing Surveys (CSUR)
Reliability-aware platform optimization for 3D chip multi-processors
The Journal of Supercomputing
Lifetime improvement through runtime wear-based task mapping
Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
A self-tuning design methodology for power-efficient multi-core systems
ACM Transactions on Design Automation of Electronic Systems (TODAES) - Special section on adaptive power management for energy and temperature-aware computing systems
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
Predictability for timing and temperature in multiprocessor system-on-chip platforms
ACM Transactions on Embedded Computing Systems (TECS) - Special section on ESTIMedia'12, LCTES'11, rigorous embedded systems design, and multiprocessor system-on-chip for cyber-physical systems
Achieving autonomous power management using reinforcement learning
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Proceedings of the Conference on Design, Automation and Test in Europe
Proceedings of the Conference on Design, Automation and Test in Europe
A multi-agent framework for thermal aware task migration in many-core systems
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Thermal-constrained task allocation for interconnect energy reduction in 3-D homogeneous MPSoCs
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Using task migration to improve non-contiguous processor allocation in NoC-based CMPs
Journal of Systems Architecture: the EUROMICRO Journal
Online algorithms for maximizing weighted throughput of unit jobs with temperature constraints
Journal of Combinatorial Optimization
Workload assignment considering NBTI degradation in multicore systems
ACM Journal on Emerging Technologies in Computing Systems (JETC) - Special Issue on Reliability and Device Degradation in Emerging Technologies and Special Issue on WoSAR 2011
Temperature aware online algorithms for scheduling equal length jobs
Theoretical Computer Science
Performance-driven dynamic thermal management of MPSoC based on task rescheduling
ACM Transactions on Design Automation of Electronic Systems (TODAES)
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In deep submicron circuits, elevation in temperatures has brought new challenges in reliability, timing, performance, cooling costs and leakage power. Conventional thermal management techniques sacrifice performance to control the thermal behavior by slowing down or turning off the processors when a critical temperature threshold is exceeded. Moreover, studies have shown that in addition to high temperatures, temporal and spatial variations in temperature impact system reliability. In this work, we explore the benefits of thermally aware task scheduling for multiprocessor systems-on-a-chip (MPSoC). We design and evaluate OS-level dynamic scheduling policies with negligible performance overhead. We show that, using simple to implement policies that make decisions based on temperature measurements, better temporal and spatial thermal profiles can be achieved in comparison to state-of-art schedulers. We also enhance reactive strategies such as dynamic thread migration with our scheduling policies. This way, hot spots and temperature variations are decreased, and the performance cost is significantly reduced.