Prashant Shenoy

Computer Science · Physical Sciences

69h-index18.5kcitations552works2.82yr avg
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Research Topics

Cloud Computing and Resource Management(175), Caching and Content Delivery(116), Advanced Data Storage Technologies(91), Peer-to-Peer Network Technologies(75), IoT and Edge/Fog Computing(71)

Publications552 total

Degradation-Aware Frequency Regulation of a Heterogeneous Battery Fleet via Reinforcement Learning
arXiv (Cornell University)·2026Open Access
Degradation-Aware Frequency Regulation of a Heterogeneous Battery Fleet via Reinforcement Learning
ArXiv.org·2026Open Access
LLM-Driven Auto Configuration for Transient IoT Device Collaboration
2025Open Access
FMTK: A Modular Toolkit for Composable Time Series Foundation Model Pipelines
arXiv (Cornell University)·2025Open Access
CarbonX: An Open-Source Tool for Computational Decarbonization Using Time Series Foundation Models
arXiv (Cornell University)·2025Open Access
Special Issue on the Workshop on Measurements, Modeling, and Metrics for Carbon-Aware Computing (CarbonMetrics 2025)
ACM SIGMETRICS Performance Evaluation Review·2025
CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing
2025· 1 citedOpen Access
LLM-Driven Auto Configuration for Transient IoT Device Collaboration
ArXiv.org·2025Open Access
Data Centers Carbon Emissions at Crossroads: An Empirical Study
ACM SIGEnergy Energy Informatics Review·2025· 2 citedOpen Access
MEL: Multi-level Ensemble Learning for Resource-Constrained Environments
arXiv (Cornell University)·2025Open Access
LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms
2025· 2 citedOpen Access
Learning-Augmented Competitive Algorithms for Spatiotemporal Online Allocation with Deadline Constraints
ACM SIGMETRICS Performance Evaluation Review·2025
A First Look at Node-Level Curtailment of Renewable Energy and its Implications
2025Open Access
Learning-Augmented Competitive Algorithms for Spatiotemporal Online Allocation with Deadline Constraints
2025
FeatureSense: Protecting Speaker Attributes in Always-On Audio Sensing System
arXiv (Cornell University)·2025Open Access
Dynamic Incentive Allocation for City-Scale Deep Decarbonization
ACM Journal on Computing and Sustainable Societies·2025Open Access
Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments
2025· 1 cited
Poster Abstract: LiveDetector: Towards Privacy-Preserving Voice Liveness Detection
2025
Vision: Preventing Tech-related Physiological Health Issues using Commodity Wearables
2025Open Access
FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

David Irwin(11), Timothy Wood(9), Bhuvan Urgaonkar(7), Abhishek Chandra(6), Deepak Ganesan(6), Emmanuel Cecchet(4), K. K. Ramakrishnan(4), Jacobus Van der Merwe(4), Peter Desnoyers(4), Sean Barker(4), Aditya Mishra(4), Arun Venkataramani(3), G. Pacifici(3), Mike Spreitzer(3), Asser Tantawi(3), Pawan Goyal(3), Navin Sharma(3), Gaurav Mathur(3), Prateek Sharma(3), Krithi Ramamritham(3)