Prashant J. Shenoy

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 190

Top Venues

CoRR

BuildSys@SenSys

e-Energy

ACM Trans. Cyber Phys. Syst.

Publications

Mahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili
A Holistic Approach for Equity-aware Carbon Reduction of the Ridesharing Platforms. e-Energy (2024)
Mahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili
A Holistic Approach for Equity-aware Carbon Reduction of Ridesharing Platforms. CoRR (2024)
Diptyaroop Maji, Noman Bashir, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy. e-Energy (2024)
Diptyaroop Maji, Noman Bashir, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy. CoRR (2024)
Mehmet Savasci, Ahmed Ali-Eldin, Johan Eker, Anders Robertsson, Prashant J. Shenoy
DDPC: Automated Data-Driven Power-Performance Controller Design on-the-fly for Latency-sensitive Web Services. WWW (2023)
John Thiede, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. SoCC (2023)
Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters. CoRR (2023)
Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David E. Irwin, Mohammad Hajiesmaili, Prashant J. Shenoy
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. CoRR (2023)
Adam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting. Proc. ACM Meas. Anal. Comput. Syst. 7 (3) (2023)
Noman Bashir, David E. Irwin, Prashant J. Shenoy
On the Promise and Pitfalls of Optimizing Embodied Carbon. CoRR (2023)
Diptyaroop Maji, Noman Bashir, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman
Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing. CoRR (2023)
Priyanka Mary Mammen, Noman Bashir, Ramachandra Rao Kolluri, Eun Kung Lee, Prashant J. Shenoy
CUFF: A Configurable Uncertainty-driven Forecasting Framework for Green AI Clusters. e-Energy (2023)
Ali Rahmanian, Ahmed Ali-Eldin, Selome Kostentinos Tesfatsion, Björn Skubic, Harald Gustafsson, Prashant J. Shenoy, Erik Elmroth
RAVAS: Interference-Aware Model Selection and Resource Allocation for Live Edge Video Analytics. sec (2023)
Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin, Prashant J. Shenoy
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds. ACM Trans. Auton. Adapt. Syst. 18 (1) (2023)
Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy
SODA: Protecting Proprietary Information in On-Device Machine Learning Models. CoRR (2023)
Adam Lechowicz, Noman Bashir, John Wamburu, Mohammad H. Hajiesmaili, Prashant J. Shenoy
Equitable Network-Aware Decarbonization of Residential Heating at City Scale. CoRR (2023)
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy
Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms. CoRR (2023)
Phuthipong Bovornkeeratiroj, Noman Bashir, Vivek Deulkar, Bharathan Balaji, Prashant J. Shenoy, David E. Irwin, Mohammad Hajiesmaili
Quantifying the Decarbonization Potential of Flexible Load. BuildSys@SenSys (2023)
Noman Bashir, David E. Irwin, Prashant J. Shenoy
On the Promise and Pitfalls of Optimizing Embodied Carbon. HotCarbon (2023)
Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David E. Irwin, Mohammad Hajiesmaili, Prashant J. Shenoy
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. HotCarbon (2023)
Noman Bashir, Yasra Chandio, David E. Irwin, Fatima M. Anwar, Jeremy Gummeson, Prashant J. Shenoy
Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems. e-Energy (2023)
Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy
SODA: Protecting Proprietary Information in On-Device Machine Learning Models. sec (2023)
Qianlin Liang, Walid A. Hanafy, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads. sec (2023)
Noman Bashir, Yasra Chandio, David E. Irwin, Fatima M. Anwar, Jeremy Gummeson, Prashant J. Shenoy
Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems. CoRR (2023)
Walid A. Hanafy, Limin Wang, Hyunseok Chang, Sarit Mukherjee, T. V. Lakshman, Prashant J. Shenoy
Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications. IWQoS (2023)
John Thiede, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. CoRR (2023)
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David E. Irwin, Prashant J. Shenoy
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. CoRR (2023)
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David E. Irwin, Prashant J. Shenoy
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. Proc. ACM Meas. Anal. Comput. Syst. 7 (3) (2023)
Qianlin Liang, Walid A. Hanafy, Noman Bashir, Ahmed Ali-Eldin, David E. Irwin, Prashant J. Shenoy
Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI. IoTDI (2023)
Samuel Kounev, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup, Ian T. Foster, Prashant J. Shenoy, Omer F. Rana, Andrew A. Chien
Serverless Computing: What It Is, and What It Is Not? Commun. ACM 66 (9) (2023)
Thanathorn Sukprasert, Abel Souza, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Quantifying the Benefits of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. CoRR (2023)
Walid A. Hanafy, Limin Wang, Hyunseok Chang, Sarit Mukherjee, T. V. Lakshman, Prashant J. Shenoy
Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications. CoRR (2023)
Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David E. Irwin, Prashant J. Shenoy
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications. ASPLOS (2) (2023)
Akanksha Atrey, Camellia Zakaria, Rajesh Balan, Prashant J. Shenoy
W4-Groups: Modeling the Who, What, When and Where of Group Behavior via Mobility Sensing. CoRR (2023)
Walid A. Hanafy, Li Wu, Tarek F. Abdelzaher, Suhas N. Diggavi, Prashant J. Shenoy
Failure-Resilient ML Inference at the Edge through Graceful Service Degradation. MILCOM (2023)
Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy
Protecting Proprietary Information in on-Device Machine Learning Models. HotMobile (2023)
Adam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir, Mohammad H. Hajiesmaili, Adam Wierman, Prashant J. Shenoy
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting. CoRR (2023)
Adam Lechowicz, Noman Bashir, John Wamburu, Mohammad Hajiesmaili, Prashant J. Shenoy
Equitable Network-Aware Decarbonization of Residential Heating at City Scale. e-Energy (2023)
Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy
WattScope: Non-intrusive application-level power disaggregation in datacenters. Perform. Evaluation 162 (2023)
Abel Souza, Nathan Ng, Tarek F. Abdelzaher, Don Towsley, Prashant J. Shenoy
Unlocking Efficiency: Understanding End-to-End Performance in Distributed Analytics Pipelines. MILCOM (2023)
Ragini Gupta, Bo Chen, Shengzhong Liu, Tianshi Wang, Sandeep Singh Sandha, Abel Souza, Klara Nahrstedt, Tarek F. Abdelzaher, Mani B. Srivastava, Prashant J. Shenoy, Jeffrey Smith, Maggie B. Wigness, Niranjan Suri
DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows. ApPLIED@PODC (2022)
Diptyaroop Maji, Ramesh K. Sitaraman, Prashant J. Shenoy
DACF: day-ahead carbon intensity forecasting of power grids using machine learning. e-Energy (2022)
John Wamburu, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Data-driven decarbonization of residential heating systems. BuildSys@SenSys (2022)
John Wamburu, Emma Grazier, David E. Irwin, Christine Crago, Prashant J. Shenoy
Data-driven decarbonization of residential heating systems: an equity perspective. e-Energy (2022)
Noman Bashir, David E. Irwin, Prashant J. Shenoy, Abel Souza
Sustainable Computing - Without the Hot Air. CoRR (2022)
Ahmed Ali-Eldin, Chirag Goel, Mayank Jha, Bo Chen, Klara Nahrstedt, Prashant J. Shenoy
CAVE: caching 360° videos at the edge. NOSSDAV (2022)
Phuthipong Bovornkeeratiroj, John Wamburu, David E. Irwin, Prashant J. Shenoy
PeakTK: An Open Source Toolkit for Peak Forecasting in Energy Systems. COMPASS (2022)
Camellia Zakaria, Amee Trivedi, Emmanuel Cecchet, Michael Chee, Prashant J. Shenoy, Rajesh Balan
Analyzing the Impact of COVID-19 Control Policies on Campus Occupancy and Mobility via WiFi Sensing. ACM Trans. Spatial Algorithms Syst. 8 (3) (2022)
Akanksha Atrey, Ritwik Sinha, Somdeb Sarkhel, Saayan Mitra, David Arbour, Akash Maharaj, Prashant J. Shenoy
Towards Preserving Server-Side Privacy of On-Device Models. WWW (Companion Volume) (2022)
Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin, Prashant J. Shenoy
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds. CoRR (2022)
Bhawana Chhaglani, Camellia Zakaria, Adam Lechowicz, Jeremy Gummeson, Prashant J. Shenoy
FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (1) (2022)
Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David E. Irwin, Prashant J. Shenoy
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications. CoRR (2022)
Camellia Zakaria, Gizem Yilmaz, Priyanka Mary Mammen, Michael Chee, Prashant J. Shenoy, Rajesh Balan
SleepMore: Sleep Prediction at Scale via Multi-Device WiFi Sensing. CoRR (2022)
Bhawana Chhaglani, Camellia Zakaria, Adam Lechowicz, Prashant J. Shenoy, Jeremy Gummeson
FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing. CoRR (2022)
Camellia Zakaria, Gizem Yilmaz, Priyanka Mary Mammen, Michael Chee, Prashant J. Shenoy, Rajesh Balan
SleepMore: Inferring Sleep Duration at Scale via Multi-Device WiFi Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (4) (2022)
Diptyaroop Maji, Prashant J. Shenoy, Ramesh K. Sitaraman
CarbonCast: multi-day forecasting of grid carbon intensity. BuildSys@SenSys (2022)
John Wamburu, Stephen Lee, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy
Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Amee Trivedi, Kate Silverstein, Emma Strubell, Prashant J. Shenoy, Mohit Iyyer
WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing. COMPASS (2021)
Stephen Lee, Prashant J. Shenoy, Krithi Ramamritham, David E. Irwin
AutoShare: Virtual community solar and storage for energy sharing. Energy Inform. 4 (1) (2021)
John Wamburu, Emma Grazier, David E. Irwin, Christine Crago, Prashant J. Shenoy
Towards equity in energy efficiency analyses. BuildSys@SenSys (2021)
Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman
Enabling Sustainable Clouds: The Case for Virtualizing the Energy System. SoCC (2021)
Noman Bashir, Tian Guo, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman
Enabling Sustainable Clouds: The Case for Virtualizing the Energy System. CoRR (2021)
Srinivasan Iyengar, Stephen Lee, David E. Irwin, Prashant J. Shenoy, Benjamin Weil
WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale. Trans. Data Sci. 2 (1) (2021)
Bo Chen, Zhisheng Yan, Hongpeng Guo, Zhe Yang, Ahmed Ali-Eldin, Prashant J. Shenoy, Klara Nahrstedt
Deep Contextualized Compressive Offloading for Images. SenSys (2021)
Amee Trivedi, Camellia Zakaria, Rajesh Balan, Ann Becker, George A. Corey, Prashant J. Shenoy
WiFiTrace: Network-based Contact Tracing for Infectious Diseases Using Passive WiFi Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Ahmed Ali-Eldin, Bin Wang, Prashant J. Shenoy
The hidden cost of the edge: a performance comparison of edge and cloud latencies. SC (2021)
Noman Bashir, David E. Irwin, Prashant J. Shenoy
A Probabilistic Approach to Committing Solar Energy in Day-ahead Electricity Markets. Sustain. Comput. Informatics Syst. 29 (Part) (2021)
Bin Wang, Ahmed Ali-Eldin, Prashant J. Shenoy
LaSS: Running Latency Sensitive Serverless Computations at the Edge. HPDC (2021)
Amee Trivedi, Phuthipong Bovornkeeratiroj, Joseph Breda, Prashant J. Shenoy, Jay Taneja, David E. Irwin
Phone-based ambient temperature sensing using opportunistic crowdsensing and machine learning. Sustain. Comput. Informatics Syst. 29 (Part) (2021)
Priyanka Mary Mammen, Camellia Zakaria, Tergel Molom-Ochir, Amee Trivedi, Prashant J. Shenoy, Rajesh Balan
WiSleep: Scalable Sleep Monitoring and Analytics Using Passive WiFi Sensing. CoRR (2021)
Amee Trivedi, Kate Silverstein, Emma Strubell, Prashant J. Shenoy
WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing. CoRR (2021)
Pradeep Ambati, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Good Things Come to Those Who Wait: Optimizing Job Waiting in the Cloud. SoCC (2021)
Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy
Spark-based Cloud Data Analytics using Multi-Objective Optimization. ICDE (2021)
Ahmed Ali-Eldin, Bin Wang, Prashant J. Shenoy
The Hidden cost of the Edge: A Performance Comparison of Edge and Cloud Latencies. CoRR (2021)
Akanksha Atrey, Prashant J. Shenoy, David D. Jensen
Preserving Privacy in Personalized Models for Distributed Mobile Services. ICDCS (2021)
Akanksha Atrey, Prashant J. Shenoy, David D. Jensen
Preserving Privacy in Personalized Models for Distributed Mobile Services. CoRR (2021)
Menghong Feng, Noman Bashir, Prashant J. Shenoy, David Emory Irwin, Beka Kosanovic
Model-driven Per-panel Solar Anomaly Detection for Residential Arrays. ACM Trans. Cyber Phys. Syst. 5 (4) (2021)
Phuthipong Bovornkeeratiroj, John Wamburu, David E. Irwin, Prashant J. Shenoy
VPeak: exploiting volunteer energy resources for flexible peak shaving. BuildSys@SenSys (2021)
Pradeep Ambati, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Modeling and Analyzing Waiting Policies for Cloud-Enabled Schedulers. IEEE Trans. Parallel Distributed Syst. 32 (12) (2021)
Bin Wang, Ahmed Ali-Eldin, Prashant J. Shenoy
LaSS: Running Latency Sensitive Serverless Computations at the Edge. CoRR (2021)
Rishikesh Jha, Stephen Lee, Srinivasan Iyengar, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy
Emission-aware Energy Storage Scheduling for a Greener Grid. e-Energy (2020)
Pradeep Ambati, Noman Bashir, David E. Irwin, Mohammad H. Hajiesmaili, Prashant J. Shenoy
Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options. CoRR (2020)
Bo Chen, Ahmed Ali-Eldin, Prashant J. Shenoy, Klara Nahrstedt
Real-time Spatio-Temporal Action Localization in 360 Videos. ISM (2020)
Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy
Boosting Cloud Data Analytics using Multi-Objective Optimization. CoRR (2020)
Pradeep Ambati, David E. Irwin, Prashant J. Shenoy
No Reservations: A First Look at Amazon's Reserved Instance Marketplace. HotCloud (2020)
Menghong Feng, Noman Bashir, Prashant J. Shenoy, David E. Irwin, Beka Kosanovic
SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. CoRR (2020)
Amee Trivedi, Camellia Zakaria, Rajesh Balan, Prashant J. Shenoy
WiFiTrace: Network-based Contact Tracing for Infectious Diseases Using Passive WiFi Sensing. CoRR (2020)
Saurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan, Prashant J. Shenoy, Akanksha Atrey, Pradipta Ghosh, Ran Xu
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges. CoRR (2020)
Qianlin Liang, Prashant J. Shenoy, David E. Irwin
AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures. CoRR (2020)
Rishikesh Jha, Stephen Lee, Srinivasan Iyengar, Mohammad H. Hajiesmaili, David E. Irwin, Prashant J. Shenoy
Emission-aware Energy Storage Scheduling for a Greener Grid. CoRR (2020)
Pradeep Ambati, David E. Irwin, Prashant J. Shenoy
No Reservations: A First Look at Amazon's Reserved Instance Marketplace. CoRR (2020)
Akhil Soman, Amee Trivedi, David E. Irwin, Beka Kosanovic, Benjamin McDaniel, Prashant J. Shenoy
Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids. e-Energy (2020)
Alexander Fuerst, Ahmed Ali-Eldin, Prashant J. Shenoy, Prateek Sharma
Cloud-scale VM-deflation for Running Interactive Applications On Transient Servers. HPDC (2020)
Saurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan, Prashant J. Shenoy, Akanksha Atrey, Pradipta Ghosh, Ran Xu
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges. IEEE Internet Things J. 7 (12) (2020)
Pradeep Ambati, Noman Bashir, David E. Irwin, Prashant J. Shenoy
Waiting game: optimally provisioning fixed resources for cloud-enabled schedulers. SC (2020)
Muhammad Aftab, Sid Chi-Kin Chau, Prashant J. Shenoy
Efficient Online Classification and Tracking on Resource-constrained IoT Devices. ACM Trans. Internet Things 1 (3) (2020)
Menghong Feng, Noman Bashir, Prashant J. Shenoy, David E. Irwin, Dragoljub Kosanovic
SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. COMPASS (2020)
John Wamburu, Christopher Raff, David E. Irwin, Prashant J. Shenoy
Greening Electric Bike Sharing Using Solar Charging Stations. BuildSys@SenSys (2020)
Srinivasan Iyengar, Stephen Lee, David E. Irwin, Prashant J. Shenoy, Benjamin Weil
WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale. CoRR (2020)
Alexander Fuerst, Ahmed Ali-Eldin, Prashant J. Shenoy, Prateek Sharma
Cloud-scale VM Deflation for Running Interactive Applications On Transient Servers. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Prashant J. Shenoy