David Irwin
Assistant Professor
Department of Electrical and Computer Engineering

Office: Knowles Engineering Building (KEB) 211D
Email: irwin [at] ecs [dot] umass [dot] edu
Phone: 413-545-5822

Citation statistics available at Google Scholar.

Publications


Combined Heat and Privacy: Preventing Occupancy Detection from Smart Meters
Dong Chen, David Irwin, Prashant Shenoy, and Jeannie Albrecht
PerCom 2014

Incentivizing Advanced Load Scheduling in Smart Homes
Ye Xu, David Irwin, and Prashant Shenoy
BuildSys 2013

Non-Intrusive Occupancy Monitoring using Smart Meters
Dong Chen, Sean Barker, Adarsh Subbaswamy,
David Irwin, and Prashant Shenoy
BuildSys 2013

Empirical Characterization and Modeling of Electrical Loads in Smart Homes
Sean Barker, Sandeep Kalra, David Irwin, and
Prashant Shenoy
IGCC 2013

A Distributed File System for Intermittent Power
Navin Sharma, David Irwin, and Prashant Shenoy
IGCC 2013

Scaling Distributed Energy Storage for Grid Peak Reduction
Aditya Mishra, David Irwin, Prashant Shenoy,
and Ting Zhu
e-Energy 2013
Best Paper Award Runner-up!

GreenCharge: Managing Renewable Energy in Smart Buildings
Aditya Mishra, David Irwin, Prashant Shenoy,
Jim Kurose, and Ting Zhu
JSAC 2013

Cloud Computing for Short-term Weather Forecasts
Dilip Krishnappa, Eric Lyons, David Irwin, and
Michael Zink
CiSE 2013

Yank: Enabling Green Data Centers to Pull the Plug
Rahul Singh, David Irwin, Prashant Shenoy, and
K.K. Ramakrishnan
NSDI 2013

Sharing Renewable Energy in Smart Microgrids
Ting Zhu, Zhichuan Huang, Ankur Sharma, Jikui Su,
David Irwin, Aditya Mishra, Daniel Menasche, and
Prashant Shenoy
ICCPS 2013

GreenCache: Augmenting Off-the-Grid Cellular Towers with Multimedia Caches
Navin Sharma, Dilip Kumar Krishnappa, David Irwin,
Michael Zink, and Prashant Shenoy
MMSys 2013

CloudCast: Cloud Computing for Short-term Mobile Weather Forecasts
Dilip Kumar Krishnappa, Eric Lyons, David Irwin, and Michael Zink
IPCCC 2012


MultiSense: Proportional-Share for Mechanically Steerable Sensor Networks
Navin Sharma, David Irwin, Prashant Shenoy, and Michael Zink
MMSJ 2012


Network Capabilities of Cloud Services for a Real Time Scientific Application
Dilip Kumar Krishnappa, Eric Lyons, David Irwin, and Michael Zink
LCN 2012


Smart*: An Open Data Set and Tools for Enabling Research in Sustainable Homes
Sean Barker, Aditya Mishra, David Irwin,
Emmanuel Cecchet, Prashant Shenoy, and Jeannie Albrecht
SustKDD 2012


SmartCharge: Cutting the Electricity Bill in Smart Homes with Energy Storage
Aditya Mishra, David Irwin, Prashant Shenoy
Jim Kurose, and Ting Zhu
e-Energy 2012

An Intermittent Energy Internet Architecture
Barath Raghavan, David Irwin, Jeannie Albrecht
Justin Ma, and Adam Streed
e-Energy 2012 (short paper)


SmartCap: Flattening Peak Electricity Demand in Smart Homes
Sean Barker, Aditya Mishra, David Irwin,
Prashant Shenoy, and Jeannie Albrecht
PerCom 2012

Appears in Best Papers Session!

Designing Privacy-preserving Smart Meters with Low-cost Microcontrollers
Andrés Molina-Markham, George Danezis, Kevin Fu,
Prashant Shenoy and David Irwin
FC 2012


Exploiting Home Automation Protocols for Load Monitoring in Smart Buildings
David Irwin, Anthony Wu, Sean Barker,
Aditya Mishra, Jeannie Albrecht, and Prashant Shenoy
BuildSys 2011


The Case for Efficient Renewable Energy Management in Smart Homes
Ting Zhu, Aditya Mishra, David Irwin,
Navin Sharma, Prashant Shenoy, and Don Towsley
BuildSys 2011


Predicting Solar Generation from Weather Forecasts Using Machine Learning
Navin Sharma, Pranshu Sharma, David Irwin, and Prashant Shenoy
SmartGridComm 2011


Towards Continuous Policy-driven Demand Response in Data Centers
David Irwin, Navin Sharma, and Prashant Shenoy
GreenNets 2011
Best Paper Award!
Re-published in October 2011 edition of ACM CCR
in SIGCOMM 2011 Best Workshop Papers section!


Finding a 'Kneedle' in a Haystack: Detecting Knee Points in System Behavior
Ville Satopää, Jeannie Albrecht, David Irwin, and Barath Raghavan
Simplex 2011


Blink: Managing Server Clusters on Intermittent Power
Navin Sharma, Sean Barker, David Irwin, and Prashant Shenoy
ASPLOS 2011
Pick of the Month in 6/12 issue of IEEE Sustainable Computing Register!


MultiSense: Fine-grained Multiplexing for Steerable Camera Sensor Networks
Navin Sharma, David Irwin, Prashant Shenoy, and Michael Zink
MMSys 2011


Networked Cloud Orchestration: A GENI Perspective
Ilia Baldine, Yufeng Xin, Anirban Mandal, Chris Heermann,
Jeff Chase, Varun Marupadi, Aydan Yumerefendi, and David Irwin
MENS 2010


Private Memoirs of a Smart Meter
Andrés Molina-Markham, Prashant Shenoy, Kevin Fu, Emmanuel Cecchet, and David Irwin
BuildSys 2010


Cloudy Computing: Leveraging Weather Forecasts in Energy Harvesting Sensor Systems
Navin Sharma, Jeremy Gummeson, David Irwin, and Prashant Shenoy
SECON 2010


Automated Negotiation with Decommitment for Dynamic Resource Allocation in Cloud Computing
Bo An, Victor Lesser, David Irwin, and Michael Zink
AAMAS 2010


Towards a Virtualized Sensing Environment
David Irwin, Navin Sharma, Michael Zink, and Prashant Shenoy
TridentCom 2010


Resource Management in Data-Intensive Clouds: Opportunities and Challenges
David Irwin, Prashant Shenoy, Emmanuel Cecchet, and Michael Zink
LANMAN 2010


SRCP: Simple Remote Control for Perpetual High-power Sensor Networks
Navin Sharma, Jeremy Gummeson, David Irwin, and Prashant Shenoy
EWSN 2009


An Operating System Architecture for Networked Server Infrastructure
David Irwin
Ph.D. Dissertation, Duke University
December, 2007


Towards an Autonomic Computing Testbed
Aydan Yumerefendi, Piyush Shivam, David Irwin, Pradeep Gunda,
Laura Grit, Azbayar Demberel, Jeff Chase, and Shivnath Babu
HotAcII 2007


Automated and On-Demand Provisioning of Virtual Machines for Database Applications
Piyush Shivam, Azbayar Demberel, Pradeep Gunda, David Irwin,
Laura Grit, Aydan Yumerefendi, Shivnath Babu, and Jeff Chase
SIGMOD 2007 (demo)


Beyond Virtual Data Centers: Toward an Open Resource Control Architecture
Jeff Chase, Laura Grit, David Irwin, Varun Marupadi,
Piyush Shivam, and Aydan Yumerefendi
ICVCI 2007


Harnessing Virtual Machine Resource Control for Job Management
Laura Grit, David Irwin, Varun Marupadi, Piyush Shivam, Aydan Yumerefendi,
Jeff Chase, and Jeannie Albrecht
HPCVirt 2007


Toward a Doctrine of Containment: Grid Hosting with Adaptive Resource Control
Lavanya Ramakrishnan, Laura Grit, Adriana Iamanitchi, David Irwin,
Aydan Yumerefendi, and Jeff Chase
SC 2006


Virtual Machine Hosting for Networked Clusters: Building the Foundations for "Autonomic" Orchestration
Laura Grit, David Irwin, Aydan Yumerefendi, and Jeff Chase
VTDC 2006


Sharing Networked Resources with Brokered Leases [slides]
David Irwin, Jeff Chase, Laura Grit, Aydan Yumerefendi,
David Becker, and Ken Yocum
USENIX 2006


Ensemble-level Power Management for Dense Blade Servers
Partha Ranganathan, Phil Leech, David Irwin, and Jeff Chase
ISCA 2006


Self-Recharging Virtual Currency [slides]
David Irwin, Jeff Chase, Laura Grit, and Aydan Yumerefendi
P2PECON 2005


Balancing Risk and Reward in a Market-based Task Service [slides]
David Irwin, Laura Grit, and Jeff Chase
HPDC 2004


Dynamic Virtual Clusters in a Grid Site Manager [slides]
Jeff Chase, David Irwin, Laura Grit, Justin Moore and Sara Sprenkle
HPDC 2003

One of the Best Papers Ever at HPDC!

Managing Mixed-Use Clusters with Cluster-on-Demand
Justin Moore, David Irwin, Laura Grit, Sara Sprenkle, and Jeff Chase
Duke University Technical Report, CS-2002-11
November, 2002