A framework for dynamic energy efficiency and temperature management
Proceedings of the 33rd annual ACM/IEEE international symposium on Microarchitecture
Design Challenges of Technology Scaling
IEEE Micro
Thermal Management System for High Performance PowerPCTM Microprocessors
COMPCON '97 Proceedings of the 42nd IEEE International Computer Conference
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
HPCA '02 Proceedings of the 8th International Symposium on High-Performance Computer Architecture
Runtime Power Monitoring in High-End Processors: Methodology and Empirical Data
Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture
Design and implementation of the POWER5™ microprocessor
Proceedings of the 41st annual Design Automation Conference
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
Power Efficient Processor Architecture and The Cell Processor
HPCA '05 Proceedings of the 11th International Symposium on High-Performance Computer Architecture
Interconnections in Multi-Core Architectures: Understanding Mechanisms, Overheads and Scaling
Proceedings of the 32nd annual international symposium on Computer Architecture
Coordinated, distributed, formal energy management of chip multiprocessors
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
Throughput of multi-core processors under thermal constraints
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Performance optimal processor throttling under thermal constraints
CASES '07 Proceedings of the 2007 international conference on Compilers, architecture, and synthesis for embedded systems
Frequency planning for multi-core processors under thermal constraints
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
Thermal balancing policy for streaming computing on multiprocessor architectures
Proceedings of the conference on Design, automation and test in Europe
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
Thermal optimization in multi-granularity multi-core floorplanning
Proceedings of the 2009 Asia and South Pacific Design Automation Conference
Thermal balancing policy for multiprocessor stream computing platforms
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Online convex optimization-based algorithm for thermal management of MPSoCs
Proceedings of the 20th symposium on Great lakes symposium on VLSI
Consistent runtime thermal prediction and control through workload phase detection
Proceedings of the 47th Design Automation Conference
Convex-based thermal management for 3D MPSoCs using DVFS and variable-flow liquid cooling
PATMOS'11 Proceedings of the 21st international conference on Integrated circuit and system design: power and timing modeling, optimization, and simulation
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
Thermal prediction and adaptive control through workload phase detection
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
Dynamic power management for multidomain system-on-chip platforms: An optimal control approach
ACM Transactions on Design Automation of Electronic Systems (TODAES) - Special Section on Networks on Chip: Architecture, Tools, and Methodologies
Modeling the effects of DFS on power consumption in hybrid chip multiprocessors
E2SC '13 Proceedings of the 1st International Workshop on Energy Efficient Supercomputing
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In order to maintain performance per Watt in microprocessors, there is a shift towards the chip level multiprocessing paradigm. Microprocessor manufacturers are experimenting with tens of cores, forecasting the arrival of hundreds of cores per single processor die in the near future. With such large-scale integration and increasing power densities, thermal management continues to be a significant design effort to maintain performance and reliability in modern process technologies. In this paper, we present two mechanisms to perform frequency scaling as part of Dynamic Frequency and Voltage Scaling (DVFS) to assist Dynamic Thermal Management (DTM). Our frequency selection algorithms incorporate the physical interaction of the cores on a large-scale system onto the emergency intervention mechanisms for temperature reduction of the hotspot, while aiming to minimize the performance impact of frequency scaling on the core that is in thermal emergency. Our results show that our algorithm consistently succeeds in maximizing the operating frequency of the most critical core while successfully relieving the thermal emergency of the core. A comparison of our two alternative techniques reveals that our physical aware criticality-based algorithm results in 11.7% faster clock frequencies compared to our aggressive scaling algorithm. We also show that our technique is extremely fast and is suited for real time thermal management