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PPEP: Online Performance, Power, and Energy Prediction Framework and DVFS Space Exploration
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-0-387-09766-4_133openalex-snapshot
NAS Parallel Benchmarks
inferredcites →https://doi.org/10.1007/978-3-031-01741-4openalex-snapshot
The Datacenter as a Computer
inferredcites →https://doi.org/10.1007/s10586-007-0045-4openalex-snapshot
Power capping: a prelude to power shifting
inferredcites →https://doi.org/10.1109/date.2007.364517openalex-snapshot
Accurate Temperature-Dependent Integrated Circuit Leakage Power Estimation is Easy
inferredcites →https://doi.org/10.1109/hpca.2009.4798264openalex-snapshot
CAMP: A technique to estimate per-structure power at run-time using a few simple parameters
inferredcites →https://doi.org/10.1109/igcc.2011.6008552openalex-snapshot
Green governors: A framework for Continuously Adaptive DVFS
inferredcites →https://doi.org/10.1109/igcc.2011.6008553openalex-snapshot
Practical performance prediction under Dynamic Voltage Frequency Scaling
inferredcites →https://doi.org/10.1109/isca.2012.6237020openalex-snapshot
The Yin and Yang of power and performance for asymmetric hardware and managed software
inferredcites →https://doi.org/10.1109/lpe.2001.945389openalex-snapshot
Run-time power estimation in high performance microprocessors
inferredcites →https://doi.org/10.1109/micro.2003.1253186openalex-snapshot
Runtime power monitoring in high-end processors: methodology and empirical data
inferredcites →https://doi.org/10.1109/micro.2006.8openalex-snapshot
An Analysis of Efficient Multi-Core Global Power Management Policies: Maximizing Performance for a Given Power Budget
inferredcites →https://doi.org/10.1109/micro.2012.22openalex-snapshot
CoScale: Coordinating CPU and Memory System DVFS in Server Systems
inferredcites →https://doi.org/10.1109/micro.2012.23openalex-snapshot
Predicting Performance Impact of DVFS for Realistic Memory Systems
inferredcites →https://doi.org/10.1109/micro.2012.29openalex-snapshot
Accurate Fine-Grained Processor Power Proxies
inferredcites →https://doi.org/10.1109/tc.2010.65openalex-snapshot
A Counter Architecture for Online DVFS Profitability Estimation
inferredcites →https://doi.org/10.1145/1186736.1186737openalex-snapshot
SPEC CPU2006 benchmark descriptions
inferredcites →https://doi.org/10.1145/1534909.1534910openalex-snapshot
A mechanistic performance model for superscalar out-of-order processors
inferredcites →https://doi.org/10.1145/1577129.1577137openalex-snapshot
Real time power estimation and thread scheduling via performance counters
inferredcites →https://doi.org/10.1145/1787275.1787338openalex-snapshot
Interval-based models for run-time DVFS orchestration in superscalar processors
inferredcites →https://doi.org/10.1145/1854273.1854283openalex-snapshot
Scalable thread scheduling and global power management for heterogeneous many-core architectures
inferredcites →https://doi.org/10.1145/1950365.1950402openalex-snapshot
Looking back on the language and hardware revolutions
inferredcites →https://doi.org/10.1145/2000064.2000117openalex-snapshot
Scalable power control for many-core architectures running multi-threaded applications
inferredcites →https://doi.org/10.1145/2366231.2337185openalex-snapshot
The yin and yang of power and performance for asymmetric hardware and managed software
inferredcites →https://doi.org/10.1145/383082.383119openalex-snapshot
Run-time power estimation in high performance microprocessors
inferredcites →https://doi.org/10.1177/109434209100500306openalex-snapshot
The NAS Parallel Benchmarks
inferredcites →https://doi.org/10.2200/s00193ed1v01y200905cac006openalex-snapshot
The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines
inferredcites →https://doi.org/10.2200/s00516ed2v01y201306cac024openalex-snapshot
The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines, Second edition
inferredcites →https://doi.org/10.5555/956417.956567openalex-snapshot
Runtime power monitoring in high-end processors: methodology and empirical data
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/cpe.6205openalex-snapshot
On power capping and performance optimization of multithreaded applications
inferred← citeshttps://doi.org/10.1007/978-3-030-60939-9_13openalex-snapshot
Fine-Grained Power Modeling of Multicore Processors Using FFNNs
inferred← citeshttps://doi.org/10.1007/978-3-319-31596-6_6openalex-snapshot
Power Management of Asymmetric Multi-Cores in the Dark Silicon Era
inferred← citeshttps://doi.org/10.1007/978-3-319-54999-6_17openalex-snapshot
DVFS Space Exploration in Power Constrained Processing-in-Memory Systems
inferred← citeshttps://doi.org/10.1007/978-3-662-49283-3_3openalex-snapshot
Thermal-Aware Floorplanner for Multi-core 3D ICs with Interlayer Cooling
inferred← citeshttps://doi.org/10.1007/s10766-022-00730-9openalex-snapshot
Fine-Grained Power Modeling of Multicore Processors Using FFNNs
inferred← citeshttps://doi.org/10.1016/j.jpdc.2016.03.008openalex-snapshot
Physical-aware predictive dynamic thermal management of multi-core processors
inferred← citeshttps://doi.org/10.1016/j.suscom.2018.05.001openalex-snapshot
Program power profiling based on phase behaviors
inferred← citeshttps://doi.org/10.1109/ccgrid49817.2020.00-54openalex-snapshot
Cross Architectural Power Modelling
inferred← citeshttps://doi.org/10.1109/csiec.2016.7482121openalex-snapshot
A neuro-fuzzy fan speed controller for dynamic management of processor fan power consumption
inferred← citeshttps://doi.org/10.1109/dac.2018.8465821openalex-snapshot
STAFF: Online Learning with Stabilized Adaptive Forgetting Factor and Feature Selection Algorithm
inferred← citeshttps://doi.org/10.1109/hpca.2015.7056063openalex-snapshot
GPGPU performance and power estimation using machine learning
inferred← citeshttps://doi.org/10.1109/hpca.2017.32openalex-snapshot
Application-Specific Performance-Aware Energy Optimization on Android Mobile Devices
inferred← citeshttps://doi.org/10.1109/hpca.2017.34openalex-snapshot
Dynamic GPGPU Power Management Using Adaptive Model Predictive Control
inferred← citeshttps://doi.org/10.1109/hpca.2017.42openalex-snapshot
Design and Analysis of an APU for Exascale Computing
inferred← citeshttps://doi.org/10.1109/hpca.2018.00034openalex-snapshot
GDP: Using Dataflow Properties to Accurately Estimate Interference-Free Performance at Runtime
inferred← citeshttps://doi.org/10.1109/hpca.2018.00054openalex-snapshot
PM3: Power Modeling and Power Management for Processing-in-Memory
inferred← citeshttps://doi.org/10.1109/hpca47549.2020.00057openalex-snapshot
Techniques for Reducing the Connected-Standby Energy Consumption of Mobile Devices
inferred← citeshttps://doi.org/10.1109/hpcc-smartcity-dss.2016.0050openalex-snapshot
A Hybrid Power-Performance Adjustment Strategy for Clustered Multi-threading Architecture
inferred← citeshttps://doi.org/10.1109/iccad.2017.8203843openalex-snapshot
P 4 : Phase-based power/performance prediction of heterogeneous systems via neural networks
inferred← citeshttps://doi.org/10.1109/iccd.2015.7357121openalex-snapshot
Online mechanism for reliability and power-efficiency management of a dynamically reconfigurable core
inferred← citeshttps://doi.org/10.1109/iccd.2016.7753337openalex-snapshot
Improving performance per Watt of non-monotonic Multicore Processors via bottleneck-based online program phase classification
inferred← citeshttps://doi.org/10.1109/igcc.2016.7892614openalex-snapshot
RePP-C: Runtime estimation of performance-power with workload consolidation in CMPs
inferred← citeshttps://doi.org/10.1109/ipdps.2016.118openalex-snapshot
A Methodology for Modeling Dynamic and Static Power Consumption for Multicore Processors
inferred← citeshttps://doi.org/10.1109/ipdpsw.2017.98openalex-snapshot
A Statistical Approach to Power Estimation for x86 Processors
inferred← citeshttps://doi.org/10.1109/isca59077.2024.00063openalex-snapshot
BlitzCoin: Fully Decentralized Hardware Power Management for Accelerator-Rich SoCs
inferred← citeshttps://doi.org/10.1109/isca66397.2026.00166openalex-snapshot
PowerGrad: Hierarchical Power Management for Power-Limited ML Inference Clusters
inferred← citeshttps://doi.org/10.1109/islped58423.2023.10244486openalex-snapshot
Uncertainty-Aware Online Learning for Dynamic Power Management in Large Manycore Systems
inferred← citeshttps://doi.org/10.1109/islped65674.2025.11261702openalex-snapshot
ML-Power: Machine Learning based Power Estimation for SoCs
inferred← citeshttps://doi.org/10.1109/ispass.2016.7482070openalex-snapshot
DVFS performance prediction for managed multithreaded applications
inferred← citeshttps://doi.org/10.1109/ispass.2019.00038openalex-snapshot
RPPM: Rapid Performance Prediction of Multithreaded Workloads on Multicore Processors
inferred← citeshttps://doi.org/10.1109/isvlsi.2016.60openalex-snapshot
Workload-Aware Power Gating Design and Run-Time Management for Massively Parallel GPGPUs
inferred← citeshttps://doi.org/10.1109/jsyst.2015.2499307openalex-snapshot
PoweRock: Power Modeling and Flexible Dynamic Power Management for Many-Core Architectures
inferred← citeshttps://doi.org/10.1109/lca.2016.2616339openalex-snapshot
Mind The Power Holes: Sifting Operating Points in Power-Limited Heterogeneous Multicores
inferred← citeshttps://doi.org/10.1109/nas.2016.7549399openalex-snapshot
Dynamic Power-Performance Adjustment on Clustered Multi-Threading Processors
inferred← citeshttps://doi.org/10.1109/patmos.2016.7833420openalex-snapshot
Thermally-aware composite run-time CPU power models
inferred← citeshttps://doi.org/10.1109/rtcsa58653.2023.00016openalex-snapshot
Memory-Aware DVFS Governing Policy for Improved Energy-Saving in the Linux Kernel
inferred← citeshttps://doi.org/10.1109/sbac-pad.2016.27openalex-snapshot
REPP-H: Runtime Estimation of Power and Performance on Heterogeneous Data Centers
inferred← citeshttps://doi.org/10.1109/tc.2016.2609903openalex-snapshot
DEP+BURST: Online DVFS Performance Prediction for Energy-Efficient Managed Language Execution
inferred← citeshttps://doi.org/10.1109/tc.2017.2770126openalex-snapshot
Simultaneous and Speculative Thread Migration for Improving Energy Efficiency of Heterogeneous Core Architectures
inferred← citeshttps://doi.org/10.1109/tc.2020.2975787openalex-snapshot
PARMA: Parallelization-Aware Run-Time Management for Energy-Efficient Many-Core Systems
inferred← citeshttps://doi.org/10.1109/tcad.2016.2562920openalex-snapshot
Accurate and Stable Run-Time Power Modeling for Mobile and Embedded CPUs
inferred← citeshttps://doi.org/10.1109/tcad.2019.2902355openalex-snapshot
LoCool: Fighting Hot Spots Locally for Improving System Energy Efficiency
inferred← citeshttps://doi.org/10.1109/tcad.2020.3013062openalex-snapshot
A Lightweight Nonlinear Methodology to Accurately Model Multicore Processor Power
inferred← citeshttps://doi.org/10.1109/tpds.2020.3013948openalex-snapshot
Rusty: Runtime Interference-Aware Predictive Monitoring for Modern Multi-Tenant Systems
inferred← citeshttps://doi.org/10.1109/tpds.2026.3712610openalex-snapshot
Compute Overlap Stall (COS): Predicting Performance of Power Management for Shared Memory Codes When Throttling Processors, Memory, and Thread Concurrency
inferred← citeshttps://doi.org/10.1109/tvlsi.2026.3663564openalex-snapshot
Efficient SoC Power Estimation With Machine Learning
inferred← citeshttps://doi.org/10.1145/2835177openalex-snapshot
A Framework for Application-Guided Task Management on Heterogeneous Embedded Systems
inferred← citeshttps://doi.org/10.1145/3014165openalex-snapshot
Selecting Heterogeneous Cores for Diversity
inferred← citeshttps://doi.org/10.1145/3037697.3037717openalex-snapshot
Voltage Regulator Efficiency Aware Power Management
inferred← citeshttps://doi.org/10.1145/3093315.3037717openalex-snapshot
Voltage Regulator Efficiency Aware Power Management
inferred← citeshttps://doi.org/10.1145/3093336.3037717openalex-snapshot
Voltage Regulator Efficiency Aware Power Management
inferred← citeshttps://doi.org/10.1145/3093337.3037717openalex-snapshot
Voltage Regulator Efficiency Aware Power Management
inferred← citeshttps://doi.org/10.1145/3170433openalex-snapshot
A Case for a More Effective, Power-Efficient Turbo Boosting
inferred← citeshttps://doi.org/10.1145/3240765.3243484openalex-snapshot
Machine learning for performance and power modeling of heterogeneous systems
inferred← citeshttps://doi.org/10.1145/3494537openalex-snapshot
Task-RM: A Resource Manager for Energy Reduction in Task-Parallel Applications under Quality of Service Constraints
inferred← citeshttps://doi.org/10.1145/3559762openalex-snapshot
TokenSmart: Distributed, Scalable Power Management in the Many-core Era
inferred← citeshttps://doi.org/10.1145/3603501openalex-snapshot
Dynamic Power Management in Large Manycore Systems: A Learning-to-Search Framework
inferred← citeshttps://doi.org/10.1145/3623278.3624756openalex-snapshot
Predict; Don't React for Enabling Efficient Fine-Grain DVFS in GPUs
inferred← citeshttps://doi.org/10.1145/3676641.3715995openalex-snapshot
Energy-aware Scheduling and Input Buffer Overflow Prevention for Energy-harvesting Systems
inferred← citeshttps://doi.org/10.1145/3711836openalex-snapshot
RAD-FS: Remote Timing and Power SCA Security in DVFS-augmented Ultra-Low-Power Embedded Systems
inferred← citeshttps://doi.org/10.1145/3810247openalex-snapshot
CML-PowF: Data Clustering Matching Based Low-overhead Multiple CPU Real-time Power Forecasting
inferred← citeshttps://doi.org/10.12794/metadc1505199openalex-snapshot
Methodical Evaluation of Processing-in-Memory Alternatives
inferred← citeshttps://doi.org/10.1587/elex.12.20150489openalex-snapshot
Floorplanner for multi-core micro-processors in 3D ICs with interlayer cooling system
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Thermal optimal task allocation algorithm for multi-core 3D IC with interlayer cooling system
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Energy efficient execution of heterogeneous applications
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A Framework for Evaluating Promising Power Efficiency Techniques in Future GPUs for HPC
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Airavat: Improving energy efficiency of heterogeneous applications
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Intelligent Management of Mobile Systems Through Computational Self-Awareness
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