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PowerMorph: QoS-Aware Server Power Reshaping for Data Center Regulation Service

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-031-01761-2openalex-snapshot
The Datacenter as a Computer
inferredcites →https://doi.org/10.1016/j.apenergy.2019.05.107openalex-snapshot
Frequency regulation service provision in data center with computational flexibility
inferredcites →https://doi.org/10.1016/j.jnca.2015.06.001openalex-snapshot
AME-WPC: Advanced model for efficient workload prediction in the cloud
inferredcites →https://doi.org/10.1016/j.jnca.2016.12.017openalex-snapshot
An adaptive prediction approach based on workload pattern discrimination in the cloud
inferredcites →https://doi.org/10.1109/ccci49893.2020.9256459openalex-snapshot
Power Attack and Detection Technology in Data Centers: A Survey
inferredcites →https://doi.org/10.1109/ets39060.2017openalex-snapshot
2017 22nd IEEE European Test Symposium (ETS)
inferredcites →https://doi.org/10.1109/hipc.2010.5713161openalex-snapshot
Reducing data center power with server consolidation: Approximation and evaluation
inferredcites →https://doi.org/10.1109/hpca.2011.5749729openalex-snapshot
SolarCore: Solar energy driven multi-core architecture power management
inferredcites →https://doi.org/10.1109/hpca.2013.6522305openalex-snapshot
Enabling distributed generation powered sustainable high-performance data center
inferredcites →https://doi.org/10.1109/hpca.2017.22openalex-snapshot
Cooper: Task Colocation with Cooperative Games
inferredcites →https://doi.org/10.1109/hpca.2019.00032openalex-snapshot
μDPM: Dynamic Power Management for the Microsecond Era
inferredcites →https://doi.org/10.1109/hpca.2019.00067openalex-snapshot
A Scalable Priority-Aware Approach to Managing Data Center Server Power
inferredcites →https://doi.org/10.1109/hpca47549.2020.00023openalex-snapshot
Twig: Multi-Agent Task Management for Colocated Latency-Critical Cloud Services
inferredcites →https://doi.org/10.1109/icac.2005.27openalex-snapshot
Dynamic Provisioning of Multi-tier Internet Applications
inferredcites →https://doi.org/10.1109/iccad.2013.6691107openalex-snapshot
Dynamic server power capping for enabling data center participation in power markets
inferredcites →https://doi.org/10.1109/icfec54809.2022.00015openalex-snapshot
iSample: Intelligent Client Sampling in Federated Learning
inferredcites →https://doi.org/10.1109/igcc.2012.6322253openalex-snapshot
The need for speed and stability in data center power capping
inferredcites →https://doi.org/10.1109/igcc.2014.7039172openalex-snapshot
Opportunities and challenges for data center demand response
inferredcites →https://doi.org/10.1109/igcc.2015.7393718openalex-snapshot
Optimizing energy storage participation in emerging power markets
inferredcites →https://doi.org/10.1109/iiswc31013.2013openalex-snapshot
2013 IEEE International Symposium on Workload Characterization (IISWC)
inferredcites →https://doi.org/10.1109/isca.1989openalex-snapshot
The 16th Annual International Symposium on Computer Architecture
inferredcites →https://doi.org/10.1109/isca.2006.20openalex-snapshot
Ensemble-level Power Management for Dense Blade Servers
inferredcites →https://doi.org/10.1109/isca.2012.6237004openalex-snapshot
Towards energy-proportional datacenter memory with mobile DRAM
inferredcites →https://doi.org/10.1109/isca.2012.6237042openalex-snapshot
Managing distributed UPS energy for effective power capping in data centers
inferredcites →https://doi.org/10.1109/isca52012.2021.00033openalex-snapshot
Flex: High-Availability Datacenters With Zero Reserved Power
inferredcites →https://doi.org/10.1109/isgt.2016.7781219openalex-snapshot
Fast demand response with datacenter loads
inferredcites →https://doi.org/10.1109/islped.2013.6629274openalex-snapshot
Chameleon: Adapting throughput server to time-varying green power budget using online learning
inferredcites →https://doi.org/10.1109/ispass.2016.7482080openalex-snapshot
Demystifying cloud benchmarking
inferredcites →https://doi.org/10.1109/lca.2020.3023723openalex-snapshot
GPU-NEST: Characterizing Energy Efficiency of Multi-GPU Inference Servers
inferredcites →https://doi.org/10.1109/micro.2012.20openalex-snapshot
KnightShift: Scaling the Energy Proportionality Wall through Server-Level Heterogeneity
inferredcites →https://doi.org/10.1109/micro.2014.53openalex-snapshot
SMiTe: Precise QoS Prediction on Real-System SMT Processors to Improve Utilization in Warehouse Scale Computers
inferredcites →https://doi.org/10.1109/micro20571.2012openalex-snapshot
2012 45th Annual IEEE/ACM International Symposium on Microarchitecture
inferredcites →https://doi.org/10.1109/mm.2008.44openalex-snapshot
System-Level Performance Metrics for Multiprogram Workloads
inferredcites →https://doi.org/10.1109/msp.1980.237636openalex-snapshot
International symposium on computer architecture
inferredcites →https://doi.org/10.1109/sbac-pad.2017.19openalex-snapshot
Cloud Workload Prediction and Generation Models
inferredcites →https://doi.org/10.1109/sc.2012.68openalex-snapshot
Host load prediction in a Google compute cloud with a Bayesian model
inferredcites →https://doi.org/10.1109/scc.2012.47openalex-snapshot
RPPS: A Novel Resource Prediction and Provisioning Scheme in Cloud Data Center
inferredcites →https://doi.org/10.1109/smartgridcomm.2012.6486023openalex-snapshot
Data centers to offer ancillary services
inferredcites →https://doi.org/10.1109/tcc.2014.2350475openalex-snapshot
Workload Prediction Using ARIMA Model and Its Impact on Cloud Applications’ QoS
inferredcites →https://doi.org/10.1109/tii.2018.2808910openalex-snapshot
An Efficient Deep Learning Model to Predict Cloud Workload for Industry Informatics
inferredcites →https://doi.org/10.1109/tnet.2012.2226216openalex-snapshot
Dynamic Right-Sizing for Power-Proportional Data Centers
inferredcites →https://doi.org/10.1109/tpds.2011.93openalex-snapshot
SHIP: A Scalable Hierarchical Power Control Architecture for Large-Scale Data Centers
inferredcites →https://doi.org/10.1109/tsusc.2018.2881893openalex-snapshot
Precise Power Capping for Latency-Sensitive Applications in Datacenter
inferredcites →https://doi.org/10.1109/tsusc.2020.2983571openalex-snapshot
ECOGreen: Electricity Cost Optimization for Green Datacenters in Emerging Power Markets
inferredcites →https://doi.org/10.1145/1950365.1950389openalex-snapshot
Blink
inferredcites →https://doi.org/10.1145/2000064.2000105openalex-snapshot
Benefits and limitations of tapping into stored energy for datacenters
inferredcites →https://doi.org/10.1145/2063384.2063411openalex-snapshot
GreenSlot
inferredcites →https://doi.org/10.1145/2150976.2150985openalex-snapshot
Leveraging stored energy for handling power emergencies in aggressively provisioned datacenters
inferredcites →https://doi.org/10.1145/2254756.2254780openalex-snapshot
Energy storage in datacenters
inferredcites →https://doi.org/10.1145/2366231.2337218openalex-snapshot
iSwitch
inferredcites →https://doi.org/10.1145/2382553.2382556openalex-snapshot
AutoScale
inferredcites →https://doi.org/10.1145/2451116.2451125openalex-snapshot
Paragon
inferredcites →https://doi.org/10.1145/2485922.2485974openalex-snapshot
Bubble-flux
inferredcites →https://doi.org/10.1145/2499368.2451123openalex-snapshot
Parasol and GreenSwitch
inferredcites →https://doi.org/10.1145/2541940.2541941openalex-snapshot
Quasar
inferredcites →https://doi.org/10.1145/2591971.2592004openalex-snapshot
Pricing data center demand response
inferredcites →https://doi.org/10.1145/2749469.2749475openalex-snapshot
Heracles
inferredcites →https://doi.org/10.1145/2806777.2806848openalex-snapshot
Energy proportionality and workload consolidation for latency-critical applications
inferredcites →https://doi.org/10.1145/2830772.2830779openalex-snapshot
TimeTrader
inferredcites →https://doi.org/10.1145/2830772.2830797openalex-snapshot
Rubik
inferredcites →https://doi.org/10.1145/2934328.2934346openalex-snapshot
Leveraging energy storage to optimize data center electricity cost in emerging power markets
inferredcites →https://doi.org/10.1145/3007787.3001187openalex-snapshot
Dynamo
inferredcites →https://doi.org/10.1145/3007787.3001189openalex-snapshot
Power attack defense
inferredcites →https://doi.org/10.1145/3173162.3173190openalex-snapshot
SmoothOperator
inferredcites →https://doi.org/10.1145/3177754openalex-snapshot
RAPL in Action
inferredcites →https://doi.org/10.1145/3243172openalex-snapshot
EnergyQARE
inferredcites →https://doi.org/10.1145/3243176.3243183openalex-snapshot
Mage
inferredcites →https://doi.org/10.1145/3297858.3304005openalex-snapshot
PARTIES
inferredcites →https://doi.org/10.1145/3307772.3328309openalex-snapshot
Data Center Participation in Demand Response Programs with Quality-of-Service Guarantees
inferredcites →https://doi.org/10.1145/3373376.3378533openalex-snapshot
Data Center Power Oversubscription with a Medium Voltage Power Plane and Priority-Aware Capping
inferredcites →https://doi.org/10.1145/3419111.3421274openalex-snapshot
Leveraging application classes to save power in highly-utilized data centers
inferredcites →https://doi.org/10.1145/3458817.3480853openalex-snapshot
MAPA
inferredcites →https://doi.org/10.2172/1573487openalex-snapshot
Energy Storage Technology and Cost Characterization Report
inferredcites →https://doi.org/10.2172/1581221openalex-snapshot
2017 Renewable Energy Data Book
inferredcites →https://doi.org/10.23919/date51398.2021.9474075openalex-snapshot
A Data Center Demand Response Policy for Real-World Workload Scenarios in HPC
inferredcites →https://doi.org/10.5555/1251203.1251223openalex-snapshot
Live migration of virtual machines

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-35248-4_44openalex-snapshot
Privacy-Preserving Data Center Demand Response Using Multi-party Computation
inferred← citeshttps://doi.org/10.1016/j.apenergy.2026.128931openalex-snapshot
Coordinated planning and operation of SST-based DC data centers with tiered workload flexibility
inferred← citeshttps://doi.org/10.1016/j.epsr.2026.113322openalex-snapshot
Block order strategy for single-site data center demand response based on integrated learning
inferred← citeshttps://doi.org/10.1016/j.rser.2026.117460openalex-snapshot
Data centers in integrated energy systems: A comprehensive review of sustainability evaluation, multi-energy coupling, and cross-timescale flexibility
inferred← citeshttps://doi.org/10.1016/j.suscom.2024.100957openalex-snapshot
Data center and load aggregator coordination towards electricity demand response
inferred← citeshttps://doi.org/10.1109/iccd63220.2024.00023openalex-snapshot
PCCL: Energy-Efficient LLM Training with Power-Aware Collective Communication
inferred← citeshttps://doi.org/10.1109/igsc64514.2024.00013openalex-snapshot
Conductor: A Collaboration Framework for Multi-Data-Center Demand Response
inferred← citeshttps://doi.org/10.1109/isgteurope62998.2024.10863347openalex-snapshot
Exploiting Data Centres and Local Energy Communities Synergies for Market Participation
inferred← citeshttps://doi.org/10.1109/naps66256.2025.11272296openalex-snapshot
Optimal Data Center Load Scheduling in Power System Operation
inferred← citeshttps://doi.org/10.1109/naps66256.2025.11272330openalex-snapshot
Emission-Aware Flexible Data Center Load Scheduling
inferred← citeshttps://doi.org/10.1109/tc.2025.3571495openalex-snapshot
A Framework for Carbon-Aware Real-Time Workload Management in Clouds Using Renewables-Driven Cores
inferred← citeshttps://doi.org/10.1109/tc.2025.3624486openalex-snapshot
NoSPF: Non-Stationary Long-Term Power Consumption Forecasting for Servers in Cloud Data Centers
inferred← citeshttps://doi.org/10.1109/tia.2025.3603519openalex-snapshot
Multi-Time-Scale Joint Optimization of Data Center Market Transactions and Computing Resource Allocation
inferred← citeshttps://doi.org/10.1109/tia.2026.3678552openalex-snapshot
Grid-Intelligent AI Data Centres for Primary Response
inferred← citeshttps://doi.org/10.1109/tsc.2024.3433578openalex-snapshot
Towards a Heterogeneous and Elastic Cloud Service System With a Correlation-Based Universal Resource Matching Strategy
inferred← citeshttps://doi.org/10.1145/3624062.3624262openalex-snapshot
An End-to-End HPC Framework for Dynamic Power Objectives
inferred← citeshttps://doi.org/10.1145/3627703.3650079openalex-snapshot
On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud
inferred← citeshttps://doi.org/10.1145/3727200.3727215openalex-snapshot
Learning a Data Center Model for Efficient Demand Response
inferred← citeshttps://doi.org/10.1145/3797905.3807852openalex-snapshot
Coordinating GPU Data Centers and Power Grid Regulation Service for Exogenous Carbon Benefits
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