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Prashant Shenoy

About Prashant Shenoy

Prashant Shenoy, With an exceptional h-index of 83 and a recent h-index of 40 (since 2020), a distinguished researcher at University of Massachusetts Amherst, specializes in the field of Distributed Systems, Computer Networking, Energy Informatics, Pervasive Computing, Cyber-physical Systems.

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

Towards Privacy-Preserving Audio Classification Systems

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

LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand

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

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

Optimizing Embodied Emissions

Chasing Convex Functions with Long-term Constraints

Prashant Shenoy Information

University

Position

Distinguished Professor College of Information and Computer Sciences

Citations(all)

25598

Citations(since 2020)

6293

Cited By

21946

hIndex(all)

83

hIndex(since 2020)

40

i10Index(all)

257

i10Index(since 2020)

144

Email

University Profile Page

Google Scholar

Prashant Shenoy Skills & Research Interests

Distributed Systems

Computer Networking

Energy Informatics

Pervasive Computing

Cyber-physical Systems

Top articles of Prashant Shenoy

Towards Privacy-Preserving Audio Classification Systems

arXiv preprint arXiv:2404.18002

2024/4/27

Bhawana Chhaglani
Bhawana Chhaglani

H-Index: 1

Jeremy Gummeson
Jeremy Gummeson

H-Index: 17

Prashant Shenoy
Prashant Shenoy

H-Index: 44

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

2024/4/27

Noman Bashir
Noman Bashir

H-Index: 5

David Irwin
David Irwin

H-Index: 31

Prashant Shenoy
Prashant Shenoy

H-Index: 44

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

2024/4/22

Noman Bashir
Noman Bashir

H-Index: 5

David Irwin
David Irwin

H-Index: 31

Prashant Shenoy
Prashant Shenoy

H-Index: 44

LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand

arXiv preprint arXiv:2404.15211

2024/3/29

Noman Bashir
Noman Bashir

H-Index: 5

Prashant Shenoy
Prashant Shenoy

H-Index: 44

Mohammad Hajiesmaili
Mohammad Hajiesmaili

H-Index: 11

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

arXiv preprint arXiv:2403.14792

2024/3/21

Ahmed Ali-Eldin
Ahmed Ali-Eldin

H-Index: 16

David Irwin
David Irwin

H-Index: 31

Prashant Shenoy
Prashant Shenoy

H-Index: 44

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

2023/11/14

Noman Bashir
Noman Bashir

H-Index: 5

David Irwin
David Irwin

H-Index: 31

Prashant Shenoy
Prashant Shenoy

H-Index: 44

Optimizing Embodied Emissions

ACM SIGENERGY Energy Informatics Review

2024/2/22

Prashant Shenoy
Prashant Shenoy

H-Index: 44

Chasing Convex Functions with Long-term Constraints

arXiv preprint arXiv:2402.14012

2024/7/21

Nicolas Christianson
Nicolas Christianson

H-Index: 3

Bo Sun
Bo Sun

H-Index: 15

Noman Bashir
Noman Bashir

H-Index: 5

Mohammad Hajiesmaili
Mohammad Hajiesmaili

H-Index: 11

Adam Wierman
Adam Wierman

H-Index: 37

Prashant Shenoy
Prashant Shenoy

H-Index: 44

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

arXiv preprint arXiv:2402.03550

2024/2/5

Noman Bashir
Noman Bashir

H-Index: 5

David Irwin
David Irwin

H-Index: 31

Prashant Shenoy
Prashant Shenoy

H-Index: 44

A Holistic Approach for Equity-aware Carbon Reduction of Ridesharing Platforms

2024/6/4

Ali Zeynali
Ali Zeynali

H-Index: 1

Noman Bashir
Noman Bashir

H-Index: 5

Prashant Shenoy
Prashant Shenoy

H-Index: 44

Mohammad Hajiesmaili
Mohammad Hajiesmaili

H-Index: 11

RAVEN: adaptive edge resource allocation with spatio-temporal multiplexing for live video pipelines

2024

Ahmed Ali-Eldin
Ahmed Ali-Eldin

H-Index: 16

Prashant Shenoy
Prashant Shenoy

H-Index: 44

Erik Elmroth
Erik Elmroth

H-Index: 29

Distributed and Operating Systems Spring 2024

2024

Prashant Shenoy
Prashant Shenoy

H-Index: 44

RAVAS: Interference-Aware Model Selection and Resource Allocation for Live Edge Video Analytics

2023/12/6

Ahmed Ali-Eldin
Ahmed Ali-Eldin

H-Index: 16

Prashant Shenoy
Prashant Shenoy

H-Index: 44

Erik Elmroth
Erik Elmroth

H-Index: 29

SODA: Protecting Proprietary Information in On-Device Machine Learning Models

2023/12/6

Akanksha Atrey
Akanksha Atrey

H-Index: 5

Prashant Shenoy
Prashant Shenoy

H-Index: 44

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

2023/12/1

Noman Bashir
Noman Bashir

H-Index: 5

David Irwin
David Irwin

H-Index: 31

Prashant Shenoy
Prashant Shenoy

H-Index: 44

SleepLess: personalized sleep monitoring using smartphones and semi-supervised learning

CSI Transactions on ICT

2023/12

Priyanka Mary Mammen
Priyanka Mary Mammen

H-Index: 3

Camellia Zakaria
Camellia Zakaria

H-Index: 5

Prashant Shenoy
Prashant Shenoy

H-Index: 44

Quantifying the Decarbonization Potential of Flexible Load

2023/11/15

Phuthipong Bovornkeeratiroj
Phuthipong Bovornkeeratiroj

H-Index: 2

Noman Bashir
Noman Bashir

H-Index: 5

Vivek Deulkar
Vivek Deulkar

H-Index: 3

Prashant Shenoy
Prashant Shenoy

H-Index: 44

David Irwin
David Irwin

H-Index: 31

Mohammad Hajiesmaili
Mohammad Hajiesmaili

H-Index: 11

Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms

arXiv preprint arXiv:2310.20598

2023/10/31

Nicolas Christianson
Nicolas Christianson

H-Index: 3

Bo Sun
Bo Sun

H-Index: 15

Noman Bashir
Noman Bashir

H-Index: 5

Mohammad Hajiesmaili
Mohammad Hajiesmaili

H-Index: 11

Adam Wierman
Adam Wierman

H-Index: 37

Prashant Shenoy
Prashant Shenoy

H-Index: 44

Unlocking Efficiency: Understanding End-to-End Performance in Distributed Analytics Pipelines

2023/10/30

Nathan Ng
Nathan Ng

H-Index: 9

Tarek Abdelzaher
Tarek Abdelzaher

H-Index: 51

Don Towsley
Don Towsley

H-Index: 59

Prashant Shenoy
Prashant Shenoy

H-Index: 44

Failure-Resilient ML Inference at the Edge through Graceful Service Degradation

2023/10/30

Li Wu
Li Wu

H-Index: 29

Tarek Abdelzaher
Tarek Abdelzaher

H-Index: 51

Suhas Diggavi
Suhas Diggavi

H-Index: 27

Prashant Shenoy
Prashant Shenoy

H-Index: 44

See List of Professors in Prashant Shenoy University(University of Massachusetts Amherst)

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