Prashant J. Shenoy

Orcid: 0000-0002-5435-1901

Affiliations:
  • University of Massachusetts Amherst, USA


According to our database1, Prashant J. Shenoy authored at least 351 papers between 1995 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2019, "For contributions to the modeling and design of distributed systems".

IEEE Fellow

IEEE Fellow 2013, "For contributions to the design and analysis of distributed systems and computer networking".

Timeline

Legend:

Book 
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PhD thesis 
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Links

Online presence:

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Bibliography

2024
On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud.
Dataset, April, 2024

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.
Dataset, March, 2024

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.
Dataset, March, 2024

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.
Dataset, March, 2024

WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters.
SIGMETRICS Perform. Evaluation Rev., February, 2024

CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services.
CoRR, 2024

Chasing Convex Functions with Long-term Constraints.
CoRR, 2024

On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud.
Proceedings of the Nineteenth European Conference on Computer Systems, 2024

A Holistic Approach for Equity-aware Carbon Reduction of the Ridesharing Platforms.
Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy.
Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

2023
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting.
Proc. ACM Meas. Anal. Comput. Syst., December, 2023

CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency.
Proc. ACM Meas. Anal. Comput. Syst., December, 2023

Serverless Computing: What It Is, and What It Is Not?
Commun. ACM, September, 2023

Model-driven Cluster Resource Management for AI Workloads in Edge Clouds.
ACM Trans. Auton. Adapt. Syst., March, 2023

W4-Groups: Modeling the Who, What, When and Where of Group Behavior via Mobility Sensing.
CoRR, 2023

Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms.
CoRR, 2023

Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing.
CoRR, 2023

Quantifying the Benefits of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud.
CoRR, 2023

DDPC: Automated Data-Driven Power-Performance Controller Design on-the-fly for Latency-sensitive Web Services.
Proceedings of the ACM Web Conference 2023, 2023

Protecting Proprietary Information in on-Device Machine Learning Models.
Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

Quantifying the Decarbonization Potential of Flexible Load.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Unlocking Efficiency: Understanding End-to-End Performance in Distributed Analytics Pipelines.
Proceedings of the IEEE Military Communications Conference, 2023

Failure-Resilient ML Inference at the Edge through Graceful Service Degradation.
Proceedings of the IEEE Military Communications Conference, 2023

Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

RAVAS: Interference-Aware Model Selection and Resource Allocation for Live Edge Video Analytics.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

SODA: Protecting Proprietary Information in On-Device Machine Learning Models.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization.
Proceedings of the 2nd Workshop on Sustainable Computer Systems, 2023

On the Promise and Pitfalls of Optimizing Embodied Carbon.
Proceedings of the 2nd Workshop on Sustainable Computer Systems, 2023

CUFF: A Configurable Uncertainty-driven Forecasting Framework for Green AI Clusters.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Equitable Network-Aware Decarbonization of Residential Heating at City Scale.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions.
Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

Ecovisor: A Virtual Energy System for Carbon-Efficient Applications.
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022
Analyzing the Impact of COVID-19 Control Policies on Campus Occupancy and Mobility via WiFi Sensing.
ACM Trans. Spatial Algorithms Syst., September, 2022

SleepMore: Inferring Sleep Duration at Scale via Multi-Device WiFi Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

SleepMore: Sleep Prediction at Scale via Multi-Device WiFi Sensing.
CoRR, 2022

Sustainable Computing - Without the Hot Air.
CoRR, 2022

Towards Preserving Server-Side Privacy of On-Device Models.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Data-driven decarbonization of residential heating systems.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

CarbonCast: multi-day forecasting of grid carbon intensity.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows.
Proceedings of the ApPLIED '22: Proceedings of the 2022 Workshop on Advanced tools, 2022

CAVE: caching 360° videos at the edge.
Proceedings of the 32nd ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2022

Data-driven decarbonization of residential heating systems: an equity perspective.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

DACF: day-ahead carbon intensity forecasting of power grids using machine learning.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

PeakTK: An Open Source Toolkit for Peak Forecasting in Energy Systems.
Proceedings of the COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, Seattle, WA, USA, 29 June 2022, 2022

SMART Energy Management - A Computational Approach
WorldScientific, ISBN: 9789811252303, 2022

2021
Modeling and Analyzing Waiting Policies for Cloud-Enabled Schedulers.
IEEE Trans. Parallel Distributed Syst., 2021

WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale.
Trans. Data Sci., 2021

Model-driven Per-panel Solar Anomaly Detection for Residential Arrays.
ACM Trans. Cyber Phys. Syst., 2021

Phone-based ambient temperature sensing using opportunistic crowdsensing and machine learning.
Sustain. Comput. Informatics Syst., 2021

A Probabilistic Approach to Committing Solar Energy in Day-ahead Electricity Markets.
Sustain. Comput. Informatics Syst., 2021

Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

WiFiTrace: Network-based Contact Tracing for Infectious Diseases Using Passive WiFi Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

AutoShare: Virtual community solar and storage for energy sharing.
Energy Inform., 2021

WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing.
CoRR, 2021

WiSleep: Scalable Sleep Monitoring and Analytics Using Passive WiFi Sensing.
CoRR, 2021

Towards equity in energy efficiency analyses.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Deep Contextualized Compressive Offloading for Images.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

VPeak: exploiting volunteer energy resources for flexible peak shaving.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

The hidden cost of the edge: a performance comparison of edge and cloud latencies.
Proceedings of the International Conference for High Performance Computing, 2021

Spark-based Cloud Data Analytics using Multi-Objective Optimization.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Preserving Privacy in Personalized Models for Distributed Mobile Services.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

LaSS: Running Latency Sensitive Serverless Computations at the Edge.
Proceedings of the HPDC '21: The 30th International Symposium on High-Performance Parallel and Distributed Computing, 2021

WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing.
Proceedings of the COMPASS '21: ACM SIGCAS Conference on Computing and Sustainable Societies, Virtual Event, Australia, 28 June 2021, 2021

Enabling Sustainable Clouds: The Case for Virtualizing the Energy System.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

Good Things Come to Those Who Wait: Optimizing Job Waiting in the Cloud.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

2020
Efficient Online Classification and Tracking on Resource-constrained IoT Devices.
ACM Trans. Internet Things, 2020

New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges.
IEEE Internet Things J., 2020

SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays.
CoRR, 2020

Analyzing the Impact of Covid-19 Control Policies on Campus Occupancy and Mobility via Passive WiFi Sensing.
CoRR, 2020

WiFiTrace: Network-based Contact Tracing for Infectious Diseases Using Passive WiFi Sensing.
CoRR, 2020

Boosting Cloud Data Analytics using Multi-Objective Optimization.
CoRR, 2020

AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures.
CoRR, 2020

Empirical Characterization of Mobility of Multi-Device Internet Users.
CoRR, 2020

Greening Electric Bike Sharing Using Solar Charging Stations.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

WiFiMon: a mobility analytics platform for building occupancy monitoring and contact tracing using wifi sensing: poster abstract.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

DeepSnow: Modeling the Impact of Snow on Solar Generation.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Waiting game: optimally provisioning fixed resources for cloud-enabled schedulers.
Proceedings of the International Conference for High Performance Computing, 2020

Real-time Spatio-Temporal Action Localization in 360 Videos.
Proceedings of the IEEE International Symposium on Multimedia, 2020

RepEL: A Utility-Preserving Privacy System for IoT-Based Energy Meters.
Proceedings of the Fifth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2020

AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures.
Proceedings of the IEEE International Symposium on Workload Characterization, 2020

Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options.
Proceedings of the 2020 IEEE International Conference on Cloud Engineering, 2020

Cloud-scale VM-deflation for Running Interactive Applications On Transient Servers.
Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

No Reservations: A First Look at Amazon's Reserved Instance Marketplace.
Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020

Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

Emission-aware Energy Storage Scheduling for a Greener Grid.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays.
Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies, 2020

2019
Inferring Smart Schedules for Dumb Thermostats.
ACM Trans. Cyber Phys. Syst., 2019

Building Virtual Power Meters for Online Load Tracking.
ACM Trans. Cyber Phys. Syst., 2019

UDAO: A Next-Generation Unified Data Analytics Optimizer.
Proc. VLDB Endow., 2019

Performance Evaluation of Multi-Path TCP for Data Center and Cloud Workloads.
Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

Hot or Not: Leveraging Mobile Devices for Ubiquitous Temperature Sensing.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Solar-TK: A Solar Modeling and Forecasting Toolkit.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

The Case for Robust Adaptation: Autonomic Resource Management is a Vulnerability.
Proceedings of the 2019 IEEE Military Communications Conference, 2019

Solar-TK: A Data-Driven Toolkit for Solar PV Performance Modeling and Forecasting.
Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2019

DeepRoof: A Data-driven Approach For Solar Potential Estimation Using Rooftop Imagery.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

The Price Is (Not) Right: Reflections on Pricing for Transient Cloud Servers.
Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

Understanding Synchronization Costs for Distributed ML on Transient Cloud Resources.
Proceedings of the IEEE International Conference on Cloud Engineering, 2019

SpotWeb: Running Latency-sensitive Distributed Web Services on Transient Cloud Servers.
Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019

Resource Deflation: A New Approach For Transient Resource Reclamation.
Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019

Combining Renewable Solar and Open Air Cooling for Greening Internet-Scale Distributed Networks.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

2018
Managing Risk in a Derivative IaaS Cloud.
IEEE Trans. Parallel Distributed Syst., 2018

Mechanisms and Policies for Controlling Distributed Solar Capacity.
ACM Trans. Sens. Networks, 2018

Providing Geo-Elasticity in Geographically Distributed Clouds.
ACM Trans. Internet Techn., 2018

Performance and Cost Considerations for Providing Geo-Elasticity in Database Clouds.
ACM Trans. Auton. Adapt. Syst., 2018

Latency-aware virtual desktops optimization in distributed clouds.
Multim. Syst., 2018

Toward an Internet of Battlefield Things: A Resilience Perspective.
Computer, 2018

Helios: a programmable software-defined solar module.
Proceedings of the 5th Conference on Systems for Built Environments, 2018

Executing Analytics and Fusion Workloads on Transient Computing Resources in Tactical Environments.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

WattHome: A Data-driven Approach for Energy Efficiency Analytics at City-scale.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Private Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018


Analyzing Distribution Transformers at City Scale and the Impact of EVs and Storage.
Proceedings of the Ninth International Conference on Future Energy Systems, 2018

vSolar: Virtualizing Community Solar and Storage for Energy Sharing.
Proceedings of the Ninth International Conference on Future Energy Systems, 2018

SolarClique: Detecting Anomalies in Residential Solar Arrays.
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018

Efficient solar provisioning for net-zero Internet-scale distributed networks.
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

Planning Using a Portfolio of Reduced Models.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017
A Cloud-Based Black-Box Solar Predictor for Smart Homes.
ACM Trans. Cyber Phys. Syst., 2017

Enabling Distributed Energy Storage by Incentivizing Small Load Shifts.
ACM Trans. Cyber Phys. Syst., 2017

Minimizing Transmission Loss in Smart Microgrids by Sharing Renewable Energy.
ACM Trans. Cyber Phys. Syst., 2017

Portfolio-driven Resource Management for Transient Cloud Servers.
Proc. ACM Meas. Anal. Comput. Syst., 2017

Pervasive Energy Monitoring and Control Through Low-Bandwidth Power Line Communication.
IEEE Internet Things J., 2017

Design and Operational Analysis of a Green Data Center.
IEEE Internet Comput., 2017

Keep It Simple: Bidding for Servers in Today's Cloud Platforms.
IEEE Internet Comput., 2017

Want to reduce energy consumption?: don't depend on the consumers!
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

Enforcing fair grid energy access for controllable distributed solar capacity.
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

SunShade: enabling software-defined solar-powered systems.
Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017

The Financialization of Cloud Computing: Opportunities and Challenges.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

iSchedule: Campus-scale HVAC Scheduling via Mobile WiFi Monitoring.
Proceedings of the Eighth International Conference on Future Energy Systems, 2017

Distributed Rate Control for Smart Solar Arrays.
Proceedings of the Eighth International Conference on Future Energy Systems, 2017

Fast transparent virtual machine migration in distributed edge clouds.
Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017

Smart Energy Management: A Computational Approach.
Proceedings of the Big Data Analytics - 5th International Conference, 2017

2016
Beyond Energy-Efficiency: Evaluating Green Datacenter Applications for Energy-Agility.
Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

Analyzing the Efficiency of a Green University Data Center.
Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

SmartSim: A device-accurate smart home simulator for energy analytics.
Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

Analyzing Energy Usage on a City-scale using Utility Smart Meters.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

SunSpot: Exposing the Location of Anonymous Solar-powered Homes.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Containers and Virtual Machines at Scale: A Comparative Study.
Proceedings of the 17th International Middleware Conference, Trento, Italy, December 12, 2016

SpotLight: An Information Service for the Cloud.
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Firebird: Network-Aware Task Scheduling for Spark Using SDNs.
Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

GeoScale: Providing Geo-Elasticity in Distributed Clouds.
Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016

Placement Strategies for Virtualized Network Functions in a NFaaS Cloud.
Proceedings of the Fourth IEEE Workshop on Hot Topics in Web Systems and Technologies, 2016

How Not to Bid the Cloud.
Proceedings of the 8th USENIX Workshop on Hot Topics in Cloud Computing, 2016

Shared solar-powered EV charging stations: Feasibility and benefits.
Proceedings of the Seventh International Green and Sustainable Computing Conference, 2016

Flint: batch-interactive data-intensive processing on transient servers.
Proceedings of the Eleventh European Conference on Computer Systems, 2016

SunShade: software-defined solar systems.
Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21 - 24, 2016, 2016

Non-intrusive model derivation: automated modeling of residential electrical loads.
Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

How to cool internet-scale distributed networks on the cheap.
Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

Per-VM page cache partitioning for cloud computing platforms.
Proceedings of the 8th International Conference on Communication Systems and Networks, 2016

2015
Preventing Occupancy Detection From Smart Meters.
IEEE Trans. Smart Grid, 2015

CloudNet: Dynamic Pooling of Cloud Resources by Live WAN Migration of Virtual Machines.
IEEE/ACM Trans. Netw., 2015

BlinkFS: A distributed file system for intermittent power.
Sustain. Comput. Informatics Syst., 2015

Energy-efficient content delivery networks using cluster shutdown.
Sustain. Comput. Informatics Syst., 2015

Supporting Scalable Analytics with Latency Constraints.
Proc. VLDB Endow., 2015

Managing server clusters on intermittent power.
PeerJ Comput. Sci., 2015

Towards Cooling Internet-Scale Distributed Networks on the Cheap.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

iProgram: Inferring Smart Schedules for Dumb Thermostats.
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Video BenchLab: an open platform for realistic benchmarking of streaming media workloads.
Proceedings of the 6th ACM Multimedia Systems Conference, 2015

Video BenchLab demo: an open platform for video realistic streaming benchmarking.
Proceedings of the 6th ACM Multimedia Systems Conference, 2015

Cost Minimization Using Renewable Cooling and Thermal Energy Storage in CDNs.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Model-Driven Geo-Elasticity in Database Clouds.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Cutting the Cost of Hosting Online Services Using Cloud Spot Markets.
Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015

Cormorant: Running Analytic Queries on MapReduce with Collaborative Software-Defined Networking.
Proceedings of the Third IEEE Workshop on Hot Topics in Web Systems and Technologies, 2015

SpotCheck: designing a derivative IaaS cloud on the spot market.
Proceedings of the Tenth European Conference on Computer Systems, 2015

Integrating Energy Storage in Electricity Distribution Networks.
Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

SpotOn: a batch computing service for the spot market.
Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

2014
Cost-Aware Cloud Bursting for Enterprise Applications.
ACM Trans. Internet Techn., 2014

Leveraging weather forecasts in renewable energy systems.
Sustain. Comput. Informatics Syst., 2014

Empirical Characterization, Modeling, and Analysis of Smart Meter Data.
IEEE J. Sel. Areas Commun., 2014

Here Today, Gone Tomorrow: Exploiting Transient Servers in Datacenters.
IEEE Internet Comput., 2014

Non-intrusive load identification for smart outlets.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

SolarCast - an open web service for predicting solar power generation in smart homes: demo abstract.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

SolarCast: a cloud-based black box solar predictor for smart homes.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Minimizing electricity costs by sharing energy in sustainable microgrids.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

PowerPlay: creating virtual power meters through online load tracking.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Combined heat and privacy: Preventing occupancy detection from smart meters.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2014

VMShadow: optimizing the performance of latency-sensitive virtual desktops in distributed clouds.
Proceedings of the Multimedia Systems Conference 2014, 2014

ShuttleDB: Database-Aware Elasticity in the Cloud.
Proceedings of the 11th International Conference on Autonomic Computing, 2014

Greening web servers: A case for ultra low-power web servers.
Proceedings of the International Green Computing Conference, 2014

Reducing energy costs in Internet-scale distributed systems using load shifting.
Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014

2013
Multimedia systems research: The first twenty years and lessons for the next twenty.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Analytical modeling for what-if analysis in complex cloud computing applications.
SIGMETRICS Perform. Evaluation Rev., 2013

GreenCharge: Managing RenewableEnergy in Smart Buildings.
IEEE J. Sel. Areas Commun., 2013

Automated modeling of complex data center applications.
Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2013

Incentivizing Advanced Load Scheduling in Smart Homes.
Proceedings of the BuildSys 2013, 2013

Non-Intrusive Occupancy Monitoring using Smart Meters.
Proceedings of the BuildSys 2013, 2013

Yank: Enabling Green Data Centers to Pull the Plug.
Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013

GreenCache: augmenting off-the-grid cellular towers with multimedia caches.
Proceedings of the Multimedia Systems Conference 2013, 2013

mBenchLab: Measuring QoE of Web applications using mobile devices.
Proceedings of the 21st IEEE/ACM International Symposium on Quality of Service, 2013

Sharing renewable energy in smart microgrids.
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems (with CPS Week 2013), 2013

A distributed file system for intermittent power.
Proceedings of the International Green Computing Conference, 2013

Empirical characterization and modeling of electrical loads in smart homes.
Proceedings of the International Green Computing Conference, 2013

Scaling distributed energy storage for grid peak reduction.
Proceedings of the Fourth International Conference on Future Energy Systems, 2013

VMShadow: optimizing the performance of virtual desktops in distributed clouds.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

A flexible elastic control plane for private clouds.
Proceedings of the ACM Cloud and Autonomic Computing Conference, 2013

2012
Modellus: Automated modeling of complex internet data center applications.
ACM Trans. Web, 2012

SCALLA: A Platform for Scalable One-Pass Analytics Using MapReduce.
ACM Trans. Database Syst., 2012

SPIRE: Efficient Data Inference and Compression over RFID Streams.
IEEE Trans. Knowl. Data Eng., 2012

MultiSense: proportional-share for mechanically steerable sensor networks.
Multim. Syst., 2012

Enterprise-Ready Virtual Cloud Pools: Vision, Opportunities and Challenges.
Comput. J., 2012

Seagull: Intelligent Cloud Bursting for Enterprise Applications.
Proceedings of the 2012 USENIX Annual Technical Conference, 2012

An Empirical Study of Memory Sharing in Virtual Machines.
Proceedings of the 2012 USENIX Annual Technical Conference, 2012

SmartCap: Flattening peak electricity demand in smart homes.
Proceedings of the 2012 IEEE International Conference on Pervasive Computing and Communications, 2012

Energy-aware load balancing in content delivery networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

eTransform: Transforming Enterprise Data Centers by Automated Consolidation.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

Provisioning multi-tier cloud applications using statistical bounds on sojourn time.
Proceedings of the 9th International Conference on Autonomic Computing, 2012

SmartCharge: cutting the electricity bill in smart homes with energy storage.
Proceedings of the 3rd International Conference on Energy-Efficient Computing and Networking, 2012

"Cut me some slack": latency-aware live migration for databases.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Demand-side load management in smart homes.
Proceedings of the Fourth International Conference on Communication Systems and Networks, 2012

Varanus: More-with-less fault localization in data centers.
Proceedings of the Fourth International Conference on Communication Systems and Networks, 2012

2011
Distributed inference and query processing for RFID tracking and monitoring.
Proc. VLDB Endow., 2011

Designing Privacy-preserving Smart Meters with Low-cost Microcontrollers.
IACR Cryptol. ePrint Arch., 2011

Ferret: An RFID-enabled pervasive multimedia application.
Ad Hoc Networks, 2011

BenchLab: An Open Testbed for Realistic Benchmarking of Web Applications.
Proceedings of the 2nd USENIX Conference on Web Application Development, 2011

CloudNet: dynamic pooling of cloud resources by live WAN migration of virtual machines.
Proceedings of the 7th International Conference on Virtual Execution Environments, 2011

Dolly: virtualization-driven database provisioning for the cloud.
Proceedings of the 7th International Conference on Virtual Execution Environments, 2011

Sharing-aware algorithms for virtual machine colocation.
Proceedings of the SPAA 2011: Proceedings of the 23rd Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2011

Predicting solar generation from weather forecasts using machine learning.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

A platform for scalable one-pass analytics using MapReduce.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

The case for efficient renewable energy management in smart homes.
Proceedings of the BuildSys 2011, 2011

Exploiting home automation protocols for load monitoring in smart buildings.
Proceedings of the BuildSys 2011, 2011

MultiSense: fine-grained multiplexing for steerable camera sensor networks.
Proceedings of the Second Annual ACM SIGMM Conference on Multimedia Systems, 2011

Predico: A System for What-if Analysis in Complex Data Center Applications.
Proceedings of the Middleware 2011, 2011

Towards Scalable One-Pass Analytics Using MapReduce.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Kingfisher: Cost-aware elasticity in the cloud.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

A Cost-Aware Elasticity Provisioning System for the Cloud.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

ZZ and the art of practical BFT execution.
Proceedings of the European Conference on Computer Systems, 2011

PipeCloud: using causality to overcome speed-of-light delays in cloud-based disaster recovery.
Proceedings of the ACM Symposium on Cloud Computing in conjunction with SOSP 2011, 2011

Blink: managing server clusters on intermittent power.
Proceedings of the 16th International Conference on Architectural Support for Programming Languages and Operating Systems, 2011

2010
An adaptive link layer for heterogeneous multi-radio mobile sensor networks.
IEEE J. Sel. Areas Commun., 2010

Towards a Virtualized Sensing Environment.
Proceedings of the Testbeds and Research Infrastructures. Development of Networks and Communities, 2010

Shipping to streaming: is this shift green?
Proceedings of the 1st ACM SIGCOMM Workshop on Green Networking 2010, 2010

Private memoirs of a smart meter.
Proceedings of the BuildSys'10, 2010

Cloudy Computing: Leveraging Weather Forecasts in Energy Harvesting Sensor Systems.
Proceedings of the Seventh Annual IEEE Communications Society Conference on Sensor, 2010

Exploiting the Interplay between Memory and Flash Storage in Embedded Sensor Devices.
Proceedings of the 16th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2010

Empirical evaluation of latency-sensitive application performance in the cloud.
Proceedings of the First Annual ACM SIGMM Conference on Multimedia Systems, 2010

Resource management in data-intensive clouds: Opportunities and challenges.
Proceedings of the 17th IEEE Workshop on Local and Metropolitan Area Networks, 2010

Autonomic mix-aware provisioning for non-stationary data center workloads.
Proceedings of the 7th International Conference on Autonomic Computing, 2010

Disaster Recovery as a Cloud Service: Economic Benefits & Deployment Challenges.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Cloud Computing, 2010

2009
Ultra-low power data storage for sensor networks.
ACM Trans. Sens. Networks, 2009

PRESTO: feedback-driven data management in sensor networks.
IEEE/ACM Trans. Netw., 2009

<i>SEVA</i>: Sensor-enhanced video annotation.
ACM Trans. Multim. Comput. Commun. Appl., 2009

Resource overbooking and application profiling in a shared Internet hosting platform.
ACM Trans. Internet Techn., 2009

Memory buddies: exploiting page sharing for smart colocation in virtualized data centers.
ACM SIGOPS Oper. Syst. Rev., 2009

Application Of Reinforcement Learning In Multisensor Fusion Problems With Conflicting Control Objectives.
Intell. Autom. Soft Comput., 2009

Sandpiper: Black-box and gray-box resource management for virtual machines.
Comput. Networks, 2009

An Adaptive Link Layer for Range Diversity in Multi-Radio Mobile Sensor Networks.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

A Multi-Agent Learning Approach to Online Distributed Resource Allocation.
Proceedings of the IJCAI 2009, 2009

Probabilistic Inference over RFID Streams in Mobile Environments.
Proceedings of the 25th International Conference on Data Engineering, 2009

The Case for Enterprise-Ready Virtual Private Clouds.
Proceedings of the Workshop on Hot Topics in Cloud Computing, 2009

SRCP: Simple Remote Control for Perpetual High-Power Sensor Networks.
Proceedings of the Wireless Sensor Networks, 6th European Conference, 2009

2008
Hierarchical Scheduling for Symmetric Multiprocessors.
IEEE Trans. Parallel Distributed Syst., 2008

Multimedia streaming via TCP: An analytic performance study.
ACM Trans. Multim. Comput. Commun. Appl., 2008

Chameleon: Application-Level Power Management.
IEEE Trans. Mob. Comput., 2008

Agile dynamic provisioning of multi-tier Internet applications.
ACM Trans. Auton. Adapt. Syst., 2008

Data quality and query cost in pervasive sensing systems.
Pervasive Mob. Comput., 2008

Cataclysm: Scalable overload policing for internet applications.
J. Netw. Comput. Appl., 2008

Sherlock: automatically locating objects for humans.
Proceedings of the 6th International Conference on Mobile Systems, 2008

Profiling and Modeling Resource Usage of Virtualized Applications.
Proceedings of the Middleware 2008, 2008

Efficient Data Interpretation and Compression over RFID Streams.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Analytic modeling of multitier Internet applications.
ACM Trans. Web, 2007

Foreword.
SIGMETRICS Perform. Evaluation Rev., 2007

Guest editorial.
Perform. Evaluation, 2007

Introduction to the special issue on Multimedia Information Systems.
Multim. Tools Appl., 2007

Design and analysis of a demand adaptive and locality aware streaming media server cluster.
Multim. Syst., 2007

Resource management for real-time tasks in mobile robotics.
J. Syst. Softw., 2007

Guest Editors' Introduction: Dynamic Information Dissemination.
IEEE Internet Comput., 2007

Application Placement on a Cluster of Servers.
Int. J. Found. Comput. Sci., 2007

Hyperion: High Volume Stream Archival for Retrospective Querying.
Proceedings of the 2007 USENIX Annual Technical Conference, 2007

Live data center migration across WANs: a robust cooperative context aware approach.
Proceedings of the 2007 SIGCOMM Workshop on Internet Network Management, 2007

Multi-user data sharing in radar sensor networks.
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

Data Quality and Query Cost in Wireless Sensor Networks.
Proceedings of the Fifth Annual IEEE International Conference on Pervasive Computing and Communications, 2007

Black-box and Gray-box Strategies for Virtual Machine Migration.
Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007

Approximate Initialization of Camera Sensor Networks.
Proceedings of the Wireless Sensor Networks, 2007

Rethinking Data Management for Storage-centric Sensor Networks.
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006
Dynamic cache reconfiguration strategies for cluster-based streaming proxy.
Comput. Commun., 2006

An observation-based approach towards self-managing web servers.
Comput. Commun., 2006

Consistency maintenance in dynamic peer-to-peer overlay networks.
Comput. Networks, 2006

The case for semantic aware remote replication.
Proceedings of the 2006 ACM Workshop On Storage Security And Survivability, 2006

Capsule: an energy-optimized object storage system for memory-constrained sensor devices.
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006

A storage-centric camera sensor network.
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006

Ultra-low power data storage for sensor networks.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

Efficient Data Migration in Self-managing Storage Systems.
Proceedings of the 3rd International Conference on Autonomic Computing, 2006

Ferret: RFID Localization for Pervasive Multimedia.
Proceedings of the UbiComp 2006: Ubiquitous Computing, 2006

Snapshot: A Self-Calibration Protocol for Camera Sensor Networks.
Proceedings of the 3rd International Conference on Broadband Communications, 2006

2005
Selected papers from the ACM multimedia conference 2003.
ACM Trans. Multim. Comput. Commun. Appl., 2005

Cataclysm: policing extreme overloads in internet applications.
Proceedings of the 14th international conference on World Wide Web, 2005

An analytical model for multi-tier internet services and its applications.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

TSAR: a two tier sensor storage architecture using interval skip graphs.
Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005

Scheduling Messages with Deadlines in Multi-Hop Real-Time Sensor Networks.
Proceedings of the 11th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2005), 2005

The case for multi-tier camera sensor networks.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2005

Online scheduling in modular multimedia systems with stream reuse.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2005

Chameleon: application level power management with performance isolation.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

<i>SensEye</i>: a multi-tier camera sensor network.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Dynamic Provisioning of Multi-tier Internet Applications.
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005

PRESTO: A Predictive Storage Architecture for Sensor Networks.
Proceedings of HotOS'05: 10th Workshop on Hot Topics in Operating Systems, 2005

2004
PTC: Proxies that Transcode and Cache in Heterogeneous Web Client Environments.
World Wide Web, 2004

Sharc: Managing CPU and Network Bandwidth in Shared Clusters.
IEEE Trans. Parallel Distributed Syst., 2004

Resilient and Coherence Preserving Dissemination of Dynamic Data Using Cooperating Peers.
IEEE Trans. Knowl. Data Eng., 2004

Proxy support for streaming in the internet.
IEEE Commun. Mag., 2004

Scheduling Communication in Real-Time Sensor Applications.
Proceedings of the 10th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2004), 2004

Brief announcement: Cataclysm: handling extreme overloads in internet services.
Proceedings of the Twenty-Third Annual ACM Symposium on Principles of Distributed Computing, 2004

AMPS: a flexible, scalable proxy testbed for implementing streaming services.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2004

A time series-based approach for power management in mobile processors and disks.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2004

A Performance Comparison of NFS and iSCSI for IP-Networked Storage.
Proceedings of the FAST '04 Conference on File and Storage Technologies, March 31, 2004

2003
Scalable Consistency Maintenance in Content Distribution Networks Using Cooperative Leases.
IEEE Trans. Knowl. Data Eng., 2003

Adaptive Leases: A Strong Consistency Mechanism for the World Wide Web.
IEEE Trans. Knowl. Data Eng., 2003

Introduction to selected papers from MMCN 2002.
Multim. Syst., 2003

Design considerations for the symphony integrated multimedia file system.
Multim. Syst., 2003

Periodic broadcast and patching services - implementation, measurement and analysis in an internet streaming video testbed.
Multim. Syst., 2003

Scalable techniques for memory-efficient CDN simulations.
Proceedings of the Twelfth International World Wide Web Conference, 2003

Dynamic resource allocation for shared data centers using online measurements.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2003

Real-Time Support for Mobile Robotics.
Proceedings of the 9th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2003), 2003

Handling Client Mobility and Intermittent Connectivity in Mobile Web Accesses.
Proceedings of the Mobile Data Management, 4th International Conference, MDM 2003, 2003

A Practical Learning-Based Approach for Dynamic Storage Bandwidth Allocation.
Proceedings of the Quality of Service, 2003

2002
Adaptive Push-Pull: Disseminating Dynamic Web Data.
IEEE Trans. Computers, 2002

Cello: A Disk Scheduling Framework for Next Generation Operating Systems.
Real Time Syst., 2002

Architectural considerations for next-generation file systems.
Multim. Syst., 2002

Implications of proxy caching for provisioning networks and servers.
IEEE J. Sel. Areas Commun., 2002

Cooperative leases: scalable consistency maintenance in content distribution networks.
Proceedings of the Eleventh International World Wide Web Conference, 2002

Maintaining Coherency of Dynamic Data in Cooperating Repositories.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

Middleware versus Native OS Support: Architectural Considerations for Supporting Multimedia Applications.
Proceedings of the 8th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2002), 2002

Transcoding and Caching Proxies for Heterogenous E-Commerce Clients.
Proceedings of the 12th International Workshop on Research Issues in Data Engineering: Engineering E-Commerce/E-Business Systems, 2002

Efficiently Maintaining Stock Portfolios up-to-date on the Web.
Proceedings of the 12th International Workshop on Research Issues in Data Engineering: Engineering E-Commerce/E-Business Systems, 2002

Resource Overbooking and Application Profiling in Shared Hosting Platforms.
Proceedings of the 5th Symposium on Operating System Design and Implementation (OSDI 2002), 2002

A Demand Adaptive and Locality Aware (DALA) streaming media server cluster architecture.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2002

2001
Adaptive push-pull: disseminating dynamic web data.
Proceedings of the Tenth International World Wide Web Conference, 2001

On the impact of concurrent downloads.
Proceedings of the 33nd conference on Winter simulation, 2001

Dissemination of Dynamic Data.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Deadline Fair Scheduling: Bridging the Theory and Practice of Proportionate Fair Scheduling in Multiprocessor Systems.
Proceedings of the 7th IEEE Real-Time Technology and Applications Symposium (RTAS 2001), 30 May, 2001

Bandwidth allocation in a self-managing multimedia file server.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

New Resource Control Issues in Shared Clusters.
Proceedings of the Interactive Distributed Multimedia Systems, 2001

A Fault-Tolerant Distributed Vision System Architecture for Object Tracking in a Smart Room.
Proceedings of the Computer Vision Systems, Second International Workshop, 2001

Maintaining Mutual Consistency for Cached Web Objects.
Proceedings of the 21st International Conference on Distributed Computing Systems (ICDCS 2001), 2001

2000
Failure Recovery Algorithms for Multimedia Servers.
Multim. Syst., 2000

Implications of proxy caching for provisioning networks and servers.
Proceedings of the 2000 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 2000

Surplus Fair Scheduling: A Proportional-Share CPU Scheduling Algorithm for Symmetric Multiprocessors.
Proceedings of the 4th Symposium on Operating System Design and Implementation (OSDI 2000), 2000

Application performance in the QLinux multimedia operating system.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Rules of Thumb in Data Engineering.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Dissemination of Dynamic Data on the Internet.
Proceedings of the Databases in Networked Information Systems, 2000

1999
Efficient Striping Techniques for Variable Bit Rate Continuous Media File Servers.
Perform. Evaluation, 1999

Efficient Support for Interactive Operations in Multi-Resolution Video Servers.
Multim. Syst., 1999

1998
Cello: A Disk Scheduling Framework for Bext Generation Operating Systems.
Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, 1998

1996
Fault-tolerant Architectures for Continuous Media Servers.
Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, 1996

A Reliable, Adaptive Network Protocol for Video Transport.
Proceedings of the Proceedings IEEE INFOCOM '96, 1996

1995
Issues in Multimedia Server Design.
ACM Comput. Surv., 1995

Efficient Support for Scan Operations in Video Servers.
Proceedings of the Third ACM International Conference on Multimedia '95, 1995

Efficient Failure Recovery in Multi-Disk Multimedia Servers.
Proceedings of the Digest of Papers: FTCS-25, 1995


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