David Irwin

David Irwin

University of Massachusetts Amherst

H-index: 43

North America-United States

About David Irwin

David Irwin, With an exceptional h-index of 43 and a recent h-index of 30 (since 2020), a distinguished researcher at University of Massachusetts Amherst, specializes in the field of Computer Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

The Green Mirage: Impact of Location-and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions

On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud

CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services

WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters

CEFL: Carbon-Efficient Federated Learning

Analyzing the Energy Usage of a Community and the Benefits of Energy Storage

Distributed rate control of smart solar arrays with batteries

David Irwin Information

University

Position

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Citations(all)

10109

Citations(since 2020)

4540

Cited By

7164

hIndex(all)

43

hIndex(since 2020)

30

i10Index(all)

105

i10Index(since 2020)

79

Email

University Profile Page

University of Massachusetts Amherst

Google Scholar

View Google Scholar Profile

David Irwin Skills & Research Interests

Computer Systems

Top articles of David Irwin

Title

Journal

Author(s)

Publication Date

The Green Mirage: Impact of Location-and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy

arXiv preprint arXiv:2402.03550

Diptyaroop Maji

Noman Bashir

David Irwin

Prashant Shenoy

Ramesh K Sitaraman

2024/2/5

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions

Walid A Hanafy

Qianlin Liang

Noman Bashir

Abel Souza

David Irwin

...

2024/4/27

On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud

Thanathorn Sukprasert

Abel Souza

Noman Bashir

David Irwin

Prashant Shenoy

2024/4/22

CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services

arXiv preprint arXiv:2403.14792

Abel Souza

Shruti Jasoria

Basundhara Chakrabarty

Alexander Bridgwater

Axel Lundberg

...

2024/3/21

WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters

Xiaoding Guan

Noman Bashir

David Irwin

Prashant Shenoy

2023/11/14

CEFL: Carbon-Efficient Federated Learning

arXiv preprint arXiv:2310.17972

Talha Mehboob

Noman Bashir

Jesus Omana Iglesias

Michael Zink

David Irwin

2023/10/27

Analyzing the Energy Usage of a Community and the Benefits of Energy Storage

ACM Journal on Computing and Sustainable Societies

John Wamburu

Stephen Lee

Srinivasan Iyengar

David Irwin

Prashant Shenoy

2023

Distributed rate control of smart solar arrays with batteries

Frontiers in the Internet of Things

Phuthipong Bovornkeeratiroj

Stephen Lee

Srinivasan Iyengar

David Irwin

Prashant Shenoy

2023/6

Analyzing the Impact of Decarbonizing Residential Heating on the Electric Distribution Grid

ACM SIGENERGY Energy Informatics Review

John Wamburu

Noman Bashir

David Irwin

Prashant Shenoy

2023/6/30

Understanding Embodied Emissions

ACM SIGENERGY Energy Informatics Review

David Irwin

Prashant Shenoy

2023/10/25

CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency

ACM SIGMETRICS / IFIP Performance 2024

Walid A Hanafy

Qianlin Liang

Noman Bashir

David Irwin

Prashant Shenoy

2023/2/17

Dělen: enabling flexible and adaptive model-serving for multi-tenant edge AI

Qianlin Liang

Walid A Hanafy

Noman Bashir

Ahmed Ali-Eldin

David Irwin

...

2023/5/9

Spatiotemporal Carbon-aware Scheduling in the Cloud: Limits and Benefits

Thanathorn Sukprasert

Abel Souza

Noman Bashir

David Irwin

Prashant Shenoy

2023/6/20

Sustainable computing-without the hot air

ACM SIGENERGY Energy Informatics Review

Noman Bashir

David Irwin

Prashant Shenoy

Abel Souza

2023/10/25

Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads

Qianlin Liang

Walid A Hanafy

Noman Bashir

David Irwin

Prashant Shenoy

2023/12/1

Is Sharing Caring? Analyzing the Incentives for Shared Cloud Clusters

Talha Mehboob

Noman Bashir

Michael Zink

David Irwin

2023/4/15

Leveraging Solar PV and Storage for Deep Decarbonization of Residential Heating Systems

Anupama Sitaraman

Noman Bashir

David Irwin

Prashant Shenoy

2023/6/20

Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing

arXiv preprint arXiv:2308.06680

Diptyaroop Maji

Noman Bashir

David Irwin

Prashant Shenoy

Ramesh K Sitaraman

2023/8/13

Quantifying the Decarbonization Potential of Flexible Load

Phuthipong Bovornkeeratiroj

Noman Bashir

Vivek Deulkar

Bharathan Balaji

Prashant Shenoy

...

2023/11/15

Equity-aware Decarbonization of Residential Heating Systems

ACM SIGENERGY Energy Informatics Review

John Wamburu

Noman Bashir

Emma Grazier

David Irwin

Christine Crago

...

2023/2/13

See List of Professors in David Irwin University(University of Massachusetts Amherst)

Co-Authors

H-index: 142
Don Towsley

Don Towsley

University of Massachusetts Amherst

H-index: 83
Prashant Shenoy

Prashant Shenoy

University of Massachusetts Amherst

H-index: 63
George Danezis

George Danezis

University College London

H-index: 47
Bo An

Bo An

Nanyang Technological University

H-index: 42
Ting Zhu

Ting Zhu

University of Maryland, Baltimore County

H-index: 34
Adriana Iamnitchi

Adriana Iamnitchi

University of South Florida

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