Evaluating Associativity in CPU Caches
IEEE Transactions on Computers
Knapsack problems: algorithms and computer implementations
Knapsack problems: algorithms and computer implementations
Efficient trace-driven simulation method for cache performance analysis
SIGMETRICS '90 Proceedings of the 1990 ACM SIGMETRICS conference on Measurement and modeling of computer systems
A modeling study of the TPC-C benchmark
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Informed prefetching and caching
SOSP '95 Proceedings of the fifteenth ACM symposium on Operating systems principles
Summary cache: a scalable wide-area web cache sharing protocol
IEEE/ACM Transactions on Networking (TON)
Adaptive disk spin—down for mobile computers
Mobile Networks and Applications
Space/time trade-offs in hash coding with allowable errors
Communications of the ACM
SIGMETRICS '02 Proceedings of the 2002 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Experiences with VI communication for database storage
ISCA '02 Proceedings of the 29th annual international symposium on Computer architecture
Comparing System-Level Power Management Policies
IEEE Design & Test
2Q: A Low Overhead High Performance Buffer Management Replacement Algorithm
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Application Transformations for Energy and Performance-Aware Device Management
Proceedings of the 2002 International Conference on Parallel Architectures and Compilation Techniques
Adaptive Disk Spin-down Policies for Mobile Computers
MLICS '95 Proceedings of the 2nd Symposium on Mobile and Location-Independent Computing
Modeling Power Management for Hard Disks
MASCOTS '94 Proceedings of the Second International Workshop on Modeling, Analysis, and Simulation On Computer and Telecommunication Systems
My Cache or Yours? Making Storage More Exclusive
ATEC '02 Proceedings of the General Track of the annual conference on USENIX Annual Technical Conference
The Multi-Queue Replacement Algorithm for Second Level Buffer Caches
Proceedings of the General Track: 2002 USENIX Annual Technical Conference
Massive arrays of idle disks for storage archives
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Conserving disk energy in network servers
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
DRPM: dynamic speed control for power management in server class disks
Proceedings of the 30th annual international symposium on Computer architecture
Increasing Disk Burstiness for Energy Efficiency
Increasing Disk Burstiness for Energy Efficiency
Aspects of cache memory and instruction buffer performance
Aspects of cache memory and instruction buffer performance
Energy-efficient soft real-time CPU scheduling for mobile multimedia systems
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Energy conservation techniques for disk array-based servers
Proceedings of the 18th annual international conference on Supercomputing
PB-LRU: a self-tuning power aware storage cache replacement algorithm for conserving disk energy
Proceedings of the 18th annual international conference on Supercomputing
Performance directed energy management for main memory and disks
ASPLOS XI Proceedings of the 11th international conference on Architectural support for programming languages and operating systems
Cooperative I/O: a novel I/O semantics for energy-aware applications
OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
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
ARC: A Self-Tuning, Low Overhead Replacement Cache
FAST '03 Proceedings of the 2nd USENIX Conference on File and Storage Technologies
Modeling Hard-Disk Power Consumption
FAST '03 Proceedings of the 2nd USENIX Conference on File and Storage Technologies
Interplay of energy and performance for disk arrays running transaction processing workloads
ISPASS '03 Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software
Energy efficient prefetching and caching
ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
OSDI'00 Proceedings of the 4th conference on Symposium on Operating System Design & Implementation - Volume 4
TCON'95 Proceedings of the USENIX 1995 Technical Conference Proceedings
Hibernator: helping disk arrays sleep through the winter
Proceedings of the twentieth ACM symposium on Operating systems principles
Exploiting redundancy to conserve energy in storage systems
SIGMETRICS '06/Performance '06 Proceedings of the joint international conference on Measurement and modeling of computer systems
Limiting the power consumption of main memory
Proceedings of the 34th annual international symposium on Computer architecture
PABC: Power-Aware Buffer Cache Management for Low Power Consumption
IEEE Transactions on Computers
An optimal multimedia object allocation solution in transcoding-enabled wide-area storage systems
Proceedings of the 2nd international conference on Ubiquitous information management and communication
Improving I/O performance of applications through compiler-directed code restructuring
FAST'08 Proceedings of the 6th USENIX Conference on File and Storage Technologies
Write off-loading: practical power management for enterprise storage
FAST'08 Proceedings of the 6th USENIX Conference on File and Storage Technologies
Write off-loading: Practical power management for enterprise storage
ACM Transactions on Storage (TOS)
Storage modeling for power estimation
SYSTOR '09 Proceedings of SYSTOR 2009: The Israeli Experimental Systems Conference
Feasibility regions: exploiting tradeoffs between power and performance in disk drives
ACM SIGMETRICS Performance Evaluation Review
Proceedings of the 2010 ACM Symposium on Applied Computing
Autonomic exploration of trade-offs between power and performance in disk drives
Proceedings of the 7th international conference on Autonomic computing
Power-aware proactive storage-tiering management for high-speed tiered-storage systems
SustainIT'10 Proceedings of the First USENIX conference on Sustainable information technology
Dynamic data reorganization for energy savings in disk storage systems
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Understanding the relationship between energy conservation and reliability in parallel disk arrays
Journal of Parallel and Distributed Computing
Blink: managing server clusters on intermittent power
Proceedings of the sixteenth international conference on Architectural support for programming languages and operating systems
Cost-aware caching schemes in heterogeneous storage systems
The Journal of Supercomputing
Sustainable predictive storage management: on-line grouping for energy and latency reduction
Proceedings of the 4th Annual International Conference on Systems and Storage
EUC'06 Proceedings of the 2006 international conference on Embedded and Ubiquitous Computing
An adaptive data retrieval scheme for reducing energy consumption in mirrored video servers
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Analysis of disk power management for data-center storage systems
Proceedings of the 3rd International Conference on Future Energy Systems: Where Energy, Computing and Communication Meet
E-HASH: an energy-efficient hybrid storage system composed of one SSD and multiple HDDs
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
An adaptive energy-conserving strategy for parallel disk systems
Future Generation Computer Systems
Data prefetching to reduce energy use by heterogeneous disk arrays in video servers
Proceeding of the 23rd ACM Workshop on Network and Operating Systems Support for Digital Audio and Video
Power-reduction techniques for data-center storage systems
ACM Computing Surveys (CSUR)
State-of-the-art research study for green cloud computing
The Journal of Supercomputing
Saving disk energy in video servers by combining caching and prefetching
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special issue of best papers of ACM MMSys 2013 and ACM NOSSDAV 2013
| Hi-index | 14.98 |
Reducing energy consumption is an important issue for data centers. Among the various components of a data center, storage is one of the biggest energy consumers. Previous studies have shown that the average idle period for a server disk in a data center is very small compared to the time taken to spin down and spin up. This significantly limits the effectiveness of disk power management schemes. This article proposes several power-aware storage cache management algorithms that provide more opportunities for the underlying disk power management schemes to save energy. More specifically, we present an offline energy-optimal cache replacement algorithm using dynamic programming, which minimizes the disk energy consumption. We also present an offline power-aware greedy algorithm that is more energy-efficient than Belady's offline algorithm (which minimizes cache misses only). We also propose two online power-aware algorithms, PA-LRU and PB-LRU. Simulation results with both a real system and synthetic workloads show that, compared to LRU, our online algorithms can save up to 22 percent more disk energy and provide up to 64 percent better average response time. We have also investigated the effects of four storage cache write policies on disk energy consumption.