Informed prefetching and caching
SOSP '95 Proceedings of the fifteenth ACM symposium on Operating systems principles
File system usage in Windows NT 4.0
Proceedings of the seventeenth ACM symposium on Operating systems principles
A predictive system shutdown method for energy saving of event-driven computation
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Quantitative comparison of power management algorithms
DATE '00 Proceedings of the conference on Design, automation and test in Europe
Dynamic power management for portable systems
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Computation of page fault probability from program transition diagram
Communications of the ACM
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Let caches decay: reducing leakage energy via exploitation of cache generational behavior
ACM Transactions on Computer Systems (TOCS)
Adaptive Disk Spin-down Policies for Mobile Computers
MLICS '95 Proceedings of the 2nd Symposium on Mobile and Location-Independent Computing
Adaptive Hard Disk Power Management on Personal Computers
GLS '99 Proceedings of the Ninth Great Lakes Symposium on VLSI
DRPM: dynamic speed control for power management in server class disks
Proceedings of the 30th annual international symposium on Computer architecture
Dynamic Power Management Using Data Buffers
Proceedings of the conference on Design, automation and test in Europe - Volume 1
Dynamic power management for streaming data
Proceedings of the 2004 international symposium on Low power electronics and design
Dynamic tracking of page miss ratio curve for memory management
ASPLOS XI Proceedings of the 11th international conference on Architectural support for programming languages and operating systems
Program Counter Based Techniques for Dynamic Power Management
HPCA '04 Proceedings of the 10th International Symposium on High Performance Computer Architecture
Reducing Energy Consumption of Disk Storage Using Power-Aware Cache Management
HPCA '04 Proceedings of the 10th International Symposium on High Performance Computer Architecture
Modeling Hard-Disk Power Consumption
FAST '03 Proceedings of the 2nd USENIX Conference on File and Storage Technologies
Energy efficient prefetching and caching
ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
A Formal Framework for Modeling and Analysis of System-Level Dynamic Power Management
ICCD '05 Proceedings of the 2005 International Conference on Computer Design
Proceedings of the conference on Design, automation and test in Europe: Proceedings
Improving disk reuse for reducing power consumption
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
A new approach to dynamic self-tuning of database buffers
ACM Transactions on Storage (TOS)
Markov Model Based Disk Power Management for Data Intensive Workloads
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Autonomic performance-per-watt management (APM) of cloud resources and services
Proceedings of the 2013 ACM Cloud and Autonomic Computing Conference
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This paper presents a scheme to combine memory and power management for achieving better energy reduction. Our method periodically adjusts the size of physical memory and the timeout value to shut down a hard disk for reducing the average power consumption. We use Pareto distributions to model the distributions of idle time. The parameters of the distributions are adjusted at run-time for calculating the corresponding timeout value of the disk power management. The memory size is changed based on the inclusion property to predict the number of disk accesses at different memory sizes. Experimental results show more than 50% energy savings compared to a 2-competitive fixed-timeout method.