IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Data driven signal processing: an approach for energy efficient computing
ISLPED '96 Proceedings of the 1996 international symposium on Low power electronics and design
A predictive system shutdown method for energy saving of event-driven computation
ICCAD '97 Proceedings of the 1997 IEEE/ACM international conference on Computer-aided design
Policy optimization for dynamic power management
DAC '98 Proceedings of the 35th annual Design Automation Conference
System-level power estimation and optimization
ISLPED '98 Proceedings of the 1998 international symposium on Low power electronics and design
Monitoring system activity for OS-directed dynamic power management
ISLPED '98 Proceedings of the 1998 international symposium on Low power electronics and design
Queueing networks and Markov chains: modeling and performance evaluation with computer science applications
Dynamic power management for non-stationary service requests
DATE '99 Proceedings of the conference on Design, automation and test in Europe
Dynamic power management based on continuous-time Markov decision processes
Proceedings of the 36th annual ACM/IEEE Design Automation Conference
Stochastic modeling of a power-managed system: construction and optimization
ISLPED '99 Proceedings of the 1999 international symposium on Low power electronics and design
Dynamic Power Management: Design Techniques and CAD Tools
Dynamic Power Management: Design Techniques and CAD Tools
Low Power Digital CMOS Design
Modelling with Generalized Stochastic Petri Nets
Modelling with Generalized Stochastic Petri Nets
Power Aware Design Methodologies
Power Aware Design Methodologies
Power optimization and management in embedded systems
Proceedings of the 2001 Asia and South Pacific Design Automation Conference
Analysis of non-uniform temperature-dependent interconnect performance in high performance ICs
Proceedings of the 38th annual Design Automation Conference
Power-aware operating systems for interactive systems
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Analysis of substrate thermal gradient effects on optimal buffer insertion
Proceedings of the 2001 IEEE/ACM international conference on Computer-aided design
Dynamic Power Management for Nonstationary Service Requests
IEEE Transactions on Computers
Dynamic Power Management of Multiprocessor Systems
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Proceedings of the 40th annual Design Automation Conference
Mode Selection and Mode-Dependency Modeling for Power-Aware Embedded Systems
ASP-DAC '02 Proceedings of the 2002 Asia and South Pacific Design Automation Conference
Online strategies for dynamic power management in systems with multiple power-saving states
ACM Transactions on Embedded Computing Systems (TECS)
Formal Methods for Dynamic Power Management
Proceedings of the 2003 IEEE/ACM international conference on Computer-aided design
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 10 - Volume 11
A continuous time markov decision process based on-chip buffer allocation methodology
GLSVLSI '05 Proceedings of the 15th ACM Great Lakes symposium on VLSI
ASP-DAC '06 Proceedings of the 2006 Asia and South Pacific Design Automation Conference
TACO: temperature aware clock-tree optimization
ICCAD '05 Proceedings of the 2005 IEEE/ACM International conference on Computer-aided design
Automatic run-time selection of power policies for operating systems
Proceedings of the conference on Design, automation and test in Europe: Proceedings
Statistically Optimal Dynamic Power Management for Streaming Data
IEEE Transactions on Computers
Applying stochastic modeling to bus arbitration for systems-on-chip
Integration, the VLSI Journal
Stochastic modeling and optimization for robust power management in a partially observable system
Proceedings of the conference on Design, automation and test in Europe
Energy optimal speed control of a producer--consumer device pair
ACM Transactions on Embedded Computing Systems (TECS) - Special Section LCTES'05
A MAC layer power management scheme for efficient energy delay tradeoff in a WLAN
Computer Networks: The International Journal of Computer and Telecommunications Networking
A framework of stochastic power management using hidden Markov model
Proceedings of the conference on Design, automation and test in Europe
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Heterogeneous wireless network management
PACS'03 Proceedings of the Third international conference on Power - Aware Computer Systems
Proceedings of the 3rd International Conference on Future Energy Systems: Where Energy, Computing and Communication Meet
Energy-Efficient Sensing with the Low Power, Energy Aware Processing (LEAP) Architecture
ACM Transactions on Embedded Computing Systems (TECS)
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In this paper, we introduce a new technique for modeling and solving the dynamic power management (DPM) problem for systems with complex behavioral characteristics such as concurrency, synchronization, mutual exclusion and conflict. We model a power-managed distributed computing system as a controllable Generalized Stochastic Petri Net (GSPN) with cost. The obtained GSPN model is automatically converted to an equivalent continuous-time Markov decision process. Given the delay constraints, the optimal power management policy for system components as well as the optimal dispatch policy for requests are calculated by solving a linear programming problem based on the Markov decision process. Experimental results show that the proposed technique can achieve more than 20% power saving compared to other existing DPM techniques.