Power analysis of embedded software: a first step towards software power minimization
IEEE Transactions on Very Large Scale Integration (VLSI) Systems - Special issue on low-power design
Proceedings of the 33rd annual ACM/IEEE international symposium on Microarchitecture
Validating the intel pentium 4 microprocessor
Proceedings of the 38th annual Design Automation Conference
PASTE '01 Proceedings of the 2001 ACM SIGPLAN-SIGSOFT workshop on Program analysis for software tools and engineering
Run-time power estimation in high performance microprocessors
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
An Accurate Instruction-Level Energy Consumption Model for Embedded RISC Processors
OM '01 Proceedings of the 2001 ACM SIGPLAN workshop on Optimization of middleware and distributed systems
Managing multi-configuration hardware via dynamic working set analysis
ISCA '02 Proceedings of the 29th annual international symposium on Computer architecture
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
Process cruise control: event-driven clock scaling for dynamic power management
CASES '02 Proceedings of the 2002 international conference on Compilers, architecture, and synthesis for embedded systems
Automatically characterizing large scale program behavior
Proceedings of the 10th international conference on Architectural support for programming languages and operating systems
Pentium 4 Performance-Monitoring Features
IEEE Micro
Basic Block Distribution Analysis to Find Periodic Behavior and Simulation Points in Applications
Proceedings of the 2001 International Conference on Parallel Architectures and Compilation Techniques
PowerScope: A Tool for Profiling the Energy Usage of Mobile Applications
WMCSA '99 Proceedings of the Second IEEE Workshop on Mobile Computer Systems and Applications
Software Power Estimation and Optimization for High Performance, 32-bit Embedded Processors
ICCD '98 Proceedings of the International Conference on Computer Design
The Effect of Compiler Optimizations on Pentium 4 Power Consumption
INTERACT '03 Proceedings of the Seventh Workshop on Interaction between Compilers and Computer Architectures
Temperature-aware microarchitecture
Proceedings of the 30th annual international symposium on Computer architecture
Runtime Power Monitoring in High-End Processors: Methodology and Empirical Data
Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture
Run-time energy estimation in system-on-a-chip designs
ASP-DAC '03 Proceedings of the 2003 Asia and South Pacific Design Automation Conference
Runtime Power Monitoring in High-End Processors: Methodology and Empirical Data
Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture
XTREM: a power simulator for the Intel XScale® core
Proceedings of the 2004 ACM SIGPLAN/SIGBED conference on Languages, compilers, and tools for embedded systems
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
Using Performance Counters for Runtime Temperature Sensing in High-Performance Processors
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
Dynamic run-time architecture techniques for enabling continuous optimization
Proceedings of the 2nd conference on Computing frontiers
Mitigating Amdahl's Law through EPI Throttling
Proceedings of the 32nd annual international symposium on Computer Architecture
Power prediction for intel XScale® processors using performance monitoring unit events
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
Runtime identification of microprocessor energy saving opportunities
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
Analytical Model for Sensor Placement on Microprocessors
ICCD '05 Proceedings of the 2005 International Conference on Computer Design
Power reduction techniques for microprocessor systems
ACM Computing Surveys (CSUR)
Selecting Software Phase Markers with Code Structure Analysis
Proceedings of the International Symposium on Code Generation and Optimization
HybDTM: a coordinated hardware-software approach for dynamic thermal management
Proceedings of the 43rd annual Design Automation Conference
A systematic method for functional unit power estimation in microprocessors
Proceedings of the 43rd annual Design Automation Conference
Wavelet-based phase classification
Proceedings of the 15th international conference on Parallel architectures and compilation techniques
Complexity-based program phase analysis and classification
Proceedings of the 15th international conference on Parallel architectures and compilation techniques
Proceedings of the 12th international conference on Architectural support for programming languages and operating systems
A run-time, feedback-based energy estimation model For embedded devices
CODES+ISSS '06 Proceedings of the 4th international conference on Hardware/software codesign and system synthesis
Online power-performance adaptation of multithreaded programs using hardware event-based prediction
Proceedings of the 20th annual international conference on Supercomputing
The XTREM power and performance simulator for the Intel XScale core: Design and experiences
ACM Transactions on Embedded Computing Systems (TECS)
Balancing power consumption in multiprocessor systems
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
A comparison of online and offline strategies for program adaptation
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Physical aware frequency selection for dynamic thermal management in multi-core systems
Proceedings of the 2006 IEEE/ACM international conference on Computer-aided design
Power model validation through thermal measurements
Proceedings of the 34th annual international symposium on Computer architecture
Efficient power modeling and software thermal sensing for runtime temperature monitoring
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Resource prediction for media stream decoding
Proceedings of the conference on Design, automation and test in Europe
A proposal to introduce power and energy notions in computer architecture laboratories
WCAE '07 Proceedings of the 2007 workshop on Computer architecture education
VLIW instruction scheduling for minimal power variation
ACM Transactions on Architecture and Code Optimization (TACO)
Measuring performance, power, and temperature from real processors
Proceedings of the 2007 workshop on Experimental computer science
Measuring performance, power, and temperature from real processors
ecs'07 Experimental computer science on Experimental computer science
Task activity vectors: a new metric for temperature-aware scheduling
Proceedings of the 3rd ACM SIGOPS/EuroSys European Conference on Computer Systems 2008
Automated hardware-independent scenario identification
Proceedings of the 45th annual Design Automation Conference
Full-system chip multiprocessor power evaluations using FPGA-based emulation
Proceedings of the 13th international symposium on Low power electronics and design
Multi-optimization power management for chip multiprocessors
Proceedings of the 17th international conference on Parallel architectures and compilation techniques
Prediction models for multi-dimensional power-performance optimization on many cores
Proceedings of the 17th international conference on Parallel architectures and compilation techniques
A component infrastructure for performance and power modeling of parallel scientific applications
Proceedings of the 2008 compFrame/HPC-GECO workshop on Component based high performance
Finding Stress Patterns in Microprocessor Workloads
HiPEAC '09 Proceedings of the 4th International Conference on High Performance Embedded Architectures and Compilers
Combining Edge Vector and Event Counter for Time-Dependent Power Behavior Characterization
Transactions on High-Performance Embedded Architectures and Compilers II
Evaluating high performance communication: a power perspective
Proceedings of the 23rd international conference on Supercomputing
Temperature-constrained power control for chip multiprocessors with online model estimation
Proceedings of the 36th annual international symposium on Computer architecture
Energy-optimal dynamic thermal management for green computing
Proceedings of the 2009 International Conference on Computer-Aided Design
Performance-aware thermal management via task scheduling
ACM Transactions on Architecture and Code Optimization (TACO)
Efficient program power behavior characterization
HiPEAC'07 Proceedings of the 2nd international conference on High performance embedded architectures and compilers
The impact of liquid cooling on 3D multi-core processors
ICCD'09 Proceedings of the 2009 IEEE international conference on Computer design
Virtual machine power metering and provisioning
Proceedings of the 1st ACM symposium on Cloud computing
Decomposable and responsive power models for multicore processors using performance counters
Proceedings of the 24th ACM International Conference on Supercomputing
An integrated GPU power and performance model
Proceedings of the 37th annual international symposium on Computer architecture
RAPL: memory power estimation and capping
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Runtime Energy Adaptation with Low-Impact Instrumented Code in a Power-Scalable Cluster System
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
Proceedings of the 19th international conference on Parallel architectures and compilation techniques
A comparison of high-level full-system power models
HotPower'08 Proceedings of the 2008 conference on Power aware computing and systems
Run-time energy consumption estimation based on workload in server systems
HotPower'08 Proceedings of the 2008 conference on Power aware computing and systems
ORION 2.0: a fast and accurate NoC power and area model for early-stage design space exploration
Proceedings of the Conference on Design, Automation and Test in Europe
CODES/ISSS '10 Proceedings of the eighth IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
Online strategies for high-performance power-aware thread execution on emerging multiprocessors
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Detecting phases in parallel applications on shared memory architectures
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Improved on-chip router analytical power and area modeling
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Journal of Parallel and Distributed Computing
SWEEP: evaluating computer system energy efficiency using synthetic workloads
Proceedings of the 6th International Conference on High Performance and Embedded Architectures and Compilers
Looking back on the language and hardware revolutions: measured power, performance, and scaling
Proceedings of the sixteenth international conference on Architectural support for programming languages and operating systems
A System-Level Model for Runtime Power Estimation on Mobile Devices
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
Scalable power control for many-core architectures running multi-threaded applications
Proceedings of the 38th annual international symposium on Computer architecture
Adaptive energy-management features of the IBM POWER 7 chip
IBM Journal of Research and Development
BarrierWatch: characterizing multithreaded workloads across and within program-defined epochs
Proceedings of the 8th ACM International Conference on Computing Frontiers
Energy accounting for shared virtualized environments under DVFS using PMC-based power models
Future Generation Computer Systems
Achieving middleware execution efficiency: hardware-assisted garbage collection operations
The Journal of Supercomputing
Full-chip runtime error-tolerant thermal estimation and prediction for practical thermal management
Proceedings of the International Conference on Computer-Aided Design
Finding extreme behaviors in microprocessor workloads
Transactions on High-Performance Embedded Architectures and Compilers IV
A novel software solution for localized thermal problems
ISPA'06 Proceedings of the 4th international conference on Parallel and Distributed Processing and Applications
Predictive power management for multi-core processors
ISCA'10 Proceedings of the 2010 international conference on Computer Architecture
Recent thermal management techniques for microprocessors
ACM Computing Surveys (CSUR)
Looking back and looking forward: power, performance, and upheaval
Communications of the ACM
Thermal management of a many-core processor under fine-grained parallelism
Euro-Par'11 Proceedings of the 2011 international conference on Parallel Processing
Improving dynamic prediction accuracy through multi-level phase analysis
Proceedings of the 13th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, Tools and Theory for Embedded Systems
POTRA: a framework for building power models for next generation multicore architectures
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Power Modeling and Characterization of Computing Devices: A Survey
Foundations and Trends in Electronic Design Automation
ACM Transactions on Architecture and Code Optimization (TACO)
PGCapping: exploiting power gating for power capping and core lifetime balancing in CMPs
Proceedings of the 21st international conference on Parallel architectures and compilation techniques
Feedback thermal control of real-time systems on multicore processors
Proceedings of the tenth ACM international conference on Embedded software
A survey and taxonomy of on-chip monitoring of multicore systems-on-chip
ACM Transactions on Design Automation of Electronic Systems (TODAES)
CoScale: Coordinating CPU and Memory System DVFS in Server Systems
MICRO-45 Proceedings of the 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture
Systematic Energy Characterization of CMP/SMT Processor Systems via Automated Micro-Benchmarks
MICRO-45 Proceedings of the 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture
Enabling accurate power profiling of HPC applications on exascale systems
Proceedings of the 3rd International Workshop on Runtime and Operating Systems for Supercomputers
Design for low power and power management in IBM Blue Gene/Q
IBM Journal of Research and Development
Application-level power and performance characterization and optimization on IBM Blue Gene/Q systems
IBM Journal of Research and Development
Neighbor-aware dynamic thermal management for multi-core platform
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
Runtime power estimator calibration for high-performance microprocessors
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
Exploring power behaviors and trade-offs of in-situ data analytics
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
High-Resolution power profiling of GPU functions using low-resolution measurement
Euro-Par'13 Proceedings of the 19th international conference on Parallel Processing
Leakage energy estimates for HPC applications
E2SC '13 Proceedings of the 1st International Workshop on Energy Efficient Supercomputing
E2SC '13 Proceedings of the 1st International Workshop on Energy Efficient Supercomputing
ACM Transactions on Architecture and Code Optimization (TACO)
Measuring GPU Power with the K20 Built-in Sensor
Proceedings of Workshop on General Purpose Processing Using GPUs
| Hi-index | 0.02 |
With power dissipation becoming an increasingly vexingproblem across many classes of computer systems, measuringpower dissipation of real, running systems has becomecrucial for hardware and software system research and design.Live power measurements are imperative for studiesrequiring execution times too long for simulation, such asthermal analysis. Furthermore, as processors become morecomplex and include a host of aggressive dynamic powermanagement techniques, per-component estimates of powerdissipation have become both more challenging as well asmore important.In this paper we describe our technique for a coordinatedmeasurement approach that combines real totalpower measurement with performance-counter-based, per-unitpower estimation. The resulting tool offers live totalpower measurements for Intel Pentium 4 processors, andalso provides power breakdowns for 22 of the major CPUsubunits over minutes of SPEC2000 and desktop workloadexecution. As an example application, we use the generatedcomponent power breakdowns to identify program powerphase behavior. Overall, this paper demonstrates a processorpower measurement and estimation methodology andalso gives experiences and empirical application resultsthat can provide a basis for future power-aware research.