Non-volatile memory for fast, reliable file systems
ASPLOS V Proceedings of the fifth international conference on Architectural support for programming languages and operating systems
A dynamic disk spin-down technique for mobile computing
MobiCom '96 Proceedings of the 2nd annual international conference on Mobile computing and networking
Complexity-effective superscalar processors
Proceedings of the 24th annual international symposium on Computer architecture
The simulation and evaluation of dynamic voltage scaling algorithms
ISLPED '98 Proceedings of the 1998 international symposium on Low power electronics and design
Automatic data layout for distributed-memory machines
ACM Transactions on Programming Languages and Systems (TOPLAS)
Architectural requirements and scalability of the NAS parallel benchmarks
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
Proceedings of the 14th international conference on Supercomputing
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Automatic performance setting for dynamic voltage scaling
Proceedings of the 7th annual international conference on Mobile computing and networking
Energy priority scheduling for variable voltage processors
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Hard real-time scheduling for low-energy using stochastic data and DVS processors
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Run-time power estimation in high performance microprocessors
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Managing energy and server resources in hosting centers
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
Scheduler-based DRAM energy management
Proceedings of the 39th annual Design Automation Conference
Critical power slope: understanding the runtime effects of frequency scaling
ICS '02 Proceedings of the 16th international conference on Supercomputing
Every joule is precious: the case for revisiting operating system design for energy efficiency
EW 9 Proceedings of the 9th workshop on ACM SIGOPS European workshop: beyond the PC: new challenges for the operating system
The benefits of event: driven energy accounting in power-sensitive systems
EW 9 Proceedings of the 9th workshop on ACM SIGOPS European workshop: beyond the PC: new challenges for the operating system
Minimizing energy for wireless web access with bounded slowdown
Proceedings of the 8th annual international conference on Mobile computing and networking
Automatically characterizing large scale program behavior
Proceedings of the 10th international conference on Architectural support for programming languages and operating systems
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
An overview of the BlueGene/L Supercomputer
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
High-density computing: a 240-processor Beowulf in one cubic meter
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
The design, implementation, and evaluation of a compiler algorithm for CPU energy reduction
PLDI '03 Proceedings of the ACM SIGPLAN 2003 conference on Programming language design and implementation
Conserving disk energy in network servers
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
The case for power management in web servers
Power aware computing
The Memory Bandwidth Bottleneck and its Amelioration by a Compiler
IPDPS '00 Proceedings of the 14th International Symposium on Parallel and Distributed Processing
Positional adaptation of processors: application to energy reduction
Proceedings of the 30th annual international symposium on Computer architecture
DRPM: dynamic speed control for power management in server class disks
Proceedings of the 30th annual international symposium on Computer architecture
Power-aware QoS Management in Web Servers
RTSS '03 Proceedings of the 24th IEEE International Real-Time Systems Symposium
Making a Case for Efficient Supercomputing
Queue - Power Management
Dynamic cluster reconfiguration for power and performance
Compilers and operating systems for low power
Energy conservation techniques for disk array-based servers
Proceedings of the 18th annual international conference on Supercomputing
Power and Energy Profiling of Scientific Applications on Distributed Systems
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Exploring the Energy-Time Tradeoff in MPI Programs on a Power-Scalable Cluster
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Towards Efficient Supercomputing: A Quest for the Right Metric
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 11 - Volume 12
Toward an Evaluation Infrastructure for Power and Energy Optimizations
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 11 - Volume 12
Reducing Power with Performance Constraints for Parallel Sparse Applications
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 11 - Volume 12
Exploring the Energy-Time Tradeoff in High-Performance Computing
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 11 - Volume 12
Scheduling Processor Voltage and Frequency in Server and Cluster Systems
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 11 - Volume 12
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
Owl: next generation system monitoring
Proceedings of the 2nd conference on Computing frontiers
Using multiple energy gears in MPI programs on a power-scalable cluster
Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming
Energy conservation in heterogeneous server clusters
Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming
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
Boosting Data Center Performance Through Non-Uniform Power Allocation
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Hibernator: helping disk arrays sleep through the winter
Proceedings of the twentieth ACM symposium on Operating systems principles
Just In Time Dynamic Voltage Scaling: Exploiting Inter-Node Slack to Save Energy in MPI Programs
SC '05 Proceedings of the 2005 ACM/IEEE conference on Supercomputing
Minimizing execution time in MPI programs on an energy-constrained, power-scalable cluster
Proceedings of the eleventh ACM SIGPLAN symposium on Principles and practice of parallel programming
EERAID: energy efficient redundant and inexpensive disk array
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ISPASS '03 Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software
Integrating complete-system and user-level performance/power simulators: the SimWattch approach
ISPASS '03 Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software
Currentcy: a unifying abstraction for expressing energy management policies
ATEC '03 Proceedings of the annual conference on USENIX Annual Technical Conference
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USITS'03 Proceedings of the 4th conference on USENIX Symposium on Internet Technologies and Systems - Volume 4
A Quantitative analysis of disk drive power management in portable computers
WTEC'94 Proceedings of the USENIX Winter 1994 Technical Conference on USENIX Winter 1994 Technical Conference
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PACS'02 Proceedings of the 2nd international conference on Power-aware computer systems
Effective dynamic voltage scaling through CPU-Boundedness detection
PACS'04 Proceedings of the 4th international conference on Power-Aware Computer Systems
Safe overprovisioning: using power limits to increase aggregate throughput
PACS'04 Proceedings of the 4th international conference on Power-Aware Computer Systems
Minimizing execution time in MPI programs on an energy-constrained, power-scalable cluster
Proceedings of the eleventh ACM SIGPLAN symposium on Principles and practice of parallel programming
HASS: a scheduler for heterogeneous multicore systems
ACM SIGOPS Operating Systems Review
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GECON '09 Proceedings of the 6th International Workshop on Grid Economics and Business Models
A power aware study for VTDIRECT95 using DVFS
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
Grid resource management policies for load-balancing and energy-saving by vacation queuing theory
Computers and Electrical Engineering
Resource-conscious scheduling for energy efficiency on multicore processors
Proceedings of the 5th European conference on Computer systems
Multi-facet approach to reduce energy consumption in clouds and grids: the GREEN-NET framework
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
Journal of Parallel and Distributed Computing
Designing Energy Efficient Communication Runtime Systems for Data Centric Programming Models
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
Proceedings of the 2nd ACM/SPEC International Conference on Performance engineering
Environment-conscious scheduling of HPC applications on distributed Cloud-oriented data centers
Journal of Parallel and Distributed Computing
An idiom-finding tool for increasing productivity of accelerators
Proceedings of the international conference on Supercomputing
Low-energy automated scheduling of computing resources
Proceedings of the 1st ACM/IEEE workshop on Autonomic computing in economics
A flexible simulator to evaluate a power saving system for HPC clusters
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Journal of Parallel and Distributed Computing
ACM Transactions on Computer Systems (TOCS)
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ARCS'10 Proceedings of the 23rd international conference on Architecture of Computing Systems
Proceedings of the 9th conference on Computing Frontiers
A simulator to assess energy saving strategies and policies in HPC workloads
ACM SIGOPS Operating Systems Review
DVFS-control techniques for dense linear algebra operations on multi-core processors
Computer Science - Research and Development
Towards an energy-aware scientific I/O interface
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Energy-aware job scheduler for high-performance computing
Computer Science - Research and Development
Parallel job scheduling for power constrained HPC systems
Parallel Computing
Leveraging task-parallelism in energy-efficient ILU preconditioners
ICT-GLOW'12 Proceedings of the Second international conference on ICT as Key Technology against Global Warming
Designing energy efficient communication runtime systems: a view from PGAS models
The Journal of Supercomputing
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Journal of Computing Sciences in Colleges
A gossip-based approach to exascale system services
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Modeling energy consumption for master---slave applications
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The Balance Mechanism of Power and Performance in the Virtualization
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Although users of high-performance computing are most interested in raw performance, both energy and power consumption have become critical concerns. One approach to lowering energy and power is to use high-performance cluster nodes that have several power-performance states so that the energy-time trade-off can be dynamically adjusted. This paper analyzes the energy-time trade-off of a wide range of applications—serial and parallel—on a power-scalable cluster. We use a cluster of frequency and voltage-scalable AMD-64 nodes, each equipped with a power meter. We study the effects of memory and communication bottlenecks via direct measurement of time and energy. We also investigate metrics that can, at runtime, predict when each type of bottleneck occurs. Our results show that, for programs that have a memory or communication bottleneck, a power-scalable cluster can save significant energy with only a small time penalty. Furthermore, we find that, for some programs, it is possible to both consume less energy and execute in less time by increasing the number of nodes while reducing the frequency-voltage setting of each node.