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ORCIDPrashant J. Shenoy
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- affiliation: University of Massachusetts Amherst, USA
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2020 – today
- 2024
[j100]Bhawana Chhaglani
, Camellia Zakaria, Richard Peltier, Jeremy Gummeson, Prashant J. Shenoy:
AeroSense: Sensing Aerosol Emissions from Indoor Human Activities. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(2): 49:1-49:30 (2024)- [j99]Akanksha Atrey, Camellia Zakaria, Rajesh Balan, Prashant J. Shenoy:
W4-Groups: Modeling the Who, What, When and Where of Group Behavior via Mobility Sensing. Proc. ACM Hum. Comput. Interact. 8(CSCW1): 1-29 (2024) - [j98]Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters. SIGMETRICS Perform. Evaluation Rev. 51(4): 24-25 (2024) - [c261]Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David E. Irwin, Prashant J. Shenoy:
Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. ASPLOS (3) 2024: 479-496 - [c260]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: 1-12 - [c259]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: 13-24 - [c258]Thanathorn Sukprasert, Abel Souza, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. EuroSys 2024: 924-941 - [c257]Jinyang Li, Yizhuo Chen, Tomoyoshi Kimura, Tianshi Wang, Ruijie Wang, Denizhan Kara, Yigong Hu, Li Wu, Walid A. Hanafy, Abel Souza, Prashant J. Shenoy, Maggie B. Wigness, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev, Tarek F. Abdelzaher:
Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration. ICCCN 2024: 1-9 - [c256]Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy:
Chasing Convex Functions with Long-term Constraints. ICML 2024 - [c255]Bin Wang, David E. Irwin, Prashant J. Shenoy, Don Towsley:
INVAR: Inversion Aware Resource Provisioning and Workload Scheduling for Edge Computing. INFOCOM 2024: 1511-1520 - [c254]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. SIGMETRICS/Performance (Abstracts) 2024: 45-46 - [c253]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. SIGMETRICS/Performance (Abstracts) 2024: 47-48 - [c252]Walid A. Hanafy, Qianlin Liang, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. SIGMETRICS/Performance (Abstracts) 2024: 49-50 - [d5]Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David E. Irwin, Prashant J. Shenoy:
Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. Version v0.1. Zenodo, 2024 [all versions]
- [d4]Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David E. Irwin, Prashant J. Shenoy:
Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. Version v0.2. Zenodo, 2024 [all versions] - [d3]Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David E. Irwin, Prashant J. Shenoy:
Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. Version v0.3. Zenodo, 2024 [all versions] - [d2]Thanathorn Sukprasert, Abel Souza, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud. Zenodo, 2024 - [i51]Mahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili:
A Holistic Approach for Equity-aware Carbon Reduction of Ridesharing Platforms. CoRR abs/2402.01644 (2024) - [i50]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 abs/2402.03550 (2024) - [i49]Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy:
Chasing Convex Functions with Long-term Constraints. CoRR abs/2402.14012 (2024) - [i48]Abel Souza, Shruti Jasoria, Basundhara Chakrabarty, Alexander Bridgwater, Axel Lundberg, Filip Skogh, Ahmed Ali-Eldin, David E. Irwin, Prashant J. Shenoy:
CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services. CoRR abs/2403.14792 (2024) - [i47]Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili:
LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand. CoRR abs/2404.15211 (2024) - [i46]Bhawana Chhaglani, Jeremy Gummeson, Prashant J. Shenoy:
Towards Privacy-Preserving Audio Classification Systems. CoRR abs/2404.18002 (2024) - [i45]Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant J. Shenoy:
CarbonClipper: Optimal Algorithms for Carbon-Aware Spatiotemporal Workload Management. CoRR abs/2408.07831 (2024) - [i44]Mahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili:
LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms. CoRR abs/2408.10201 (2024) - 2023
- [j97]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): 80-92 (2023) - [j96]Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
WattScope: Non-intrusive application-level power disaggregation in datacenters. Perform. Evaluation 162: 102369 (2023) - [j95]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): 45:1-45:32 (2023) - [j94]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): 57:1-57:28 (2023) - [j93]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): 2:1-2:26 (2023) - [c251]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: 252-265 - [c250]John Thiede, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. SoCC 2023: 17-31 - [c249]Adam Lechowicz, Noman Bashir, John Wamburu, Mohammad Hajiesmaili, Prashant J. Shenoy:
Equitable Network-Aware Decarbonization of Residential Heating at City Scale. e-Energy 2023: 1-13 - [c248]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: 132-143 - [c247]Priyanka Mary Mammen, Noman Bashir, Ramachandra Rao Kolluri, Eun-Kyung Lee, Prashant J. Shenoy:
CUFF: A Configurable Uncertainty-driven Forecasting Framework for Green AI Clusters. e-Energy 2023: 266-270 - [c246]Bhawana Chhaglani, Camellia Zakaria, Jeremy Gummeson, Prashant J. Shenoy:
BreathEasy: Exploring the Potential of Acoustic Sensing for Healthy Indoor Environments. EnvSys@MobiSys 2023: 25-30 - [c245]Noman Bashir, David E. Irwin, Prashant J. Shenoy:
On the Promise and Pitfalls of Optimizing Embodied Carbon. HotCarbon 2023: 15:1-15:6 - [c244]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: 19:1-19:7 - [c243]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: 27-39 - [c242]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: 53-66 - [c241]Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy:
SODA: Protecting Proprietary Information in On-Device Machine Learning Models. SEC 2023: 121-132 - [c240]Anupama Sitaraman, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
No Free Lunch: Analyzing the Cost of Deep Decarbonizing Residential Heating Systems. IGSC 2023: 4-10 - [c239]Abel Souza, Shruti Jasoria, Basundhara Chakrabarty, Alexander Bridgwater, Axel Lundberg, Filip Skogh, Ahmed Ali-Eldin, David E. Irwin, Prashant J. Shenoy:
CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services. IGSC 2023: 67-73 - [c238]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: 209-221 - [c237]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: 1-10 - [c236]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: 144-149 - [c235]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: 150-155 - [c234]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: 429-433 - [c233]Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy:
Protecting Proprietary Information in on-Device Machine Learning Models. HotMobile 2023: 138 - [c232]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: 3067-3076 - [d1]Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David E. Irwin, Prashant J. Shenoy:
Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. Version v0.4. Zenodo, 2023 [all versions] - [i43]Adam Lechowicz, Noman Bashir, John Wamburu, Mohammad H. Hajiesmaili, Prashant J. Shenoy:
Equitable Network-Aware Decarbonization of Residential Heating at City Scale. CoRR abs/2301.04747 (2023) - [i42]Walid A. Hanafy, Qianlin Liang, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. CoRR abs/2302.08681 (2023) - [i41]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 abs/2303.17551 (2023) - [i40]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 abs/2305.00855 (2023) - [i39]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 abs/2305.03165 (2023) - [i38]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 abs/2306.06502 (2023) - [i37]Noman Bashir, David E. Irwin, Prashant J. Shenoy:
On the Promise and Pitfalls of Optimizing Embodied Carbon. CoRR abs/2306.15816 (2023) - [i36]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 abs/2306.16948 (2023) - [i35]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 abs/2308.06680 (2023) - [i34]Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters. CoRR abs/2309.12612 (2023) - [i33]John Thiede, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions. CoRR abs/2309.14477 (2023) - [i32]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 abs/2310.20598 (2023) - [i31]Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant J. Shenoy:
SODA: Protecting Proprietary Information in On-Device Machine Learning Models. CoRR abs/2312.15036 (2023) - [i30]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 abs/2312.15041 (2023) - 2022
- [b1]Krithi Ramamritham, Gopinath Karmakar, Prashant J. Shenoy:
SMART Energy Management - A Computational Approach. WorldScientific 2022, ISBN 9789811252280, pp. 1-312 - [j92]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): 5:1-5:26 (2022) - [j91]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): 193:1-193:32 (2022) - [j90]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): 1-26 (2022) - [c231]Phuthipong Bovornkeeratiroj, John Wamburu, David E. Irwin, Prashant J. Shenoy:
PeakTK: An Open Source Toolkit for Peak Forecasting in Energy Systems. COMPASS 2022: 324-339 - [c230]Diptyaroop Maji, Ramesh K. Sitaraman, Prashant J. Shenoy:
DACF: day-ahead carbon intensity forecasting of power grids using machine learning. e-Energy 2022: 188-192 - [c229]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: 438-439 - [c228]Ahmed Ali-Eldin, Chirag Goel, Mayank Jha, Bo Chen, Klara Nahrstedt, Prashant J. Shenoy:
CAVE: caching 360° videos at the edge. NOSSDAV 2022: 50-56 - [c227]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: 15-23 - [c226]John Wamburu, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
Data-driven decarbonization of residential heating systems. BuildSys@SenSys 2022: 49-58 - [c225]Diptyaroop Maji, Prashant J. Shenoy, Ramesh K. Sitaraman:
CarbonCast: multi-day forecasting of grid carbon intensity. BuildSys@SenSys 2022: 198-207 - [c224]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: 282-285 - [i29]Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin, Prashant J. Shenoy:
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds. CoRR abs/2201.07312 (2022) - [i28]Bhawana Chhaglani, Camellia Zakaria, Adam Lechowicz, Prashant J. Shenoy, Jeremy Gummeson:
FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing. CoRR abs/2202.11136 (2022) - [i27]Noman Bashir, David E. Irwin, Prashant J. Shenoy, Abel Souza:
Sustainable Computing - Without the Hot Air. CoRR abs/2207.00081 (2022) - [i26]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 abs/2210.04951 (2022) - [i25]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 abs/2210.14152 (2022) - 2021
- [j89]Stephen Lee, Prashant J. Shenoy, Krithi Ramamritham, David E. Irwin:
AutoShare: Virtual community solar and storage for energy sharing. Energy Inform. 4(1) (2021) - [j88]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): 37:1-37:26 (2021) - [j87]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): 38:1-38:28 (2021) - [j86]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): 100477 (2021) - [j85]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): 100479 (2021) - [j84]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): 40:1-40:20 (2021) - [j83]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): 3:1-3:25 (2021) - [j82]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): 3081-3100 (2021) - [c223]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: 229-242 - [c222]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: 350-358 - [c221]Amee Trivedi, Kate Silverstein, Emma Strubell, Prashant J. Shenoy, Mohit Iyyer:
WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing. COMPASS 2021: 126-137 - [c220]Bin Wang, Ahmed Ali-Eldin, Prashant J. Shenoy:
LaSS: Running Latency Sensitive Serverless Computations at the Edge. HPDC 2021: 239-251 - [c219]Akanksha Atrey, Prashant J. Shenoy, David D. Jensen:
Preserving Privacy in Personalized Models for Distributed Mobile Services. ICDCS 2021: 875-886 - [c218]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: 396-407 - [c217]Ahmed Ali-Eldin, Bin Wang, Prashant J. Shenoy:
The hidden cost of the edge: a performance comparison of edge and cloud latencies. SC 2021: 23 - [c216]Phuthipong Bovornkeeratiroj, John Wamburu, David E. Irwin, Prashant J. Shenoy:
VPeak: exploiting volunteer energy resources for flexible peak shaving. BuildSys@SenSys 2021: 121-130 - [c215]John Wamburu, Emma Grazier, David E. Irwin, Christine Crago, Prashant J. Shenoy:
Towards equity in energy efficiency analyses. BuildSys@SenSys 2021: 259-263 - [c214]Bo Chen, Zhisheng Yan, Hongpeng Guo, Zhe Yang, Ahmed Ali-Eldin, Prashant J. Shenoy, Klara Nahrstedt:
Deep Contextualized Compressive Offloading for Images. SenSys 2021: 467-473 - [i24]Akanksha Atrey, Prashant J. Shenoy, David D. Jensen:
Preserving Privacy in Personalized Models for Distributed Mobile Services. CoRR abs/2101.05855 (2021) - [i23]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 abs/2102.03690 (2021) - [i22]Amee Trivedi, Kate Silverstein, Emma Strubell, Prashant J. Shenoy:
WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing. CoRR abs/2104.09835 (2021) - [i21]Ahmed Ali-Eldin, Bin Wang, Prashant J. Shenoy:
The Hidden cost of the Edge: A Performance Comparison of Edge and Cloud Latencies. CoRR abs/2104.14050 (2021) - [i20]Bin Wang, Ahmed Ali-Eldin, Prashant J. Shenoy:
LaSS: Running Latency Sensitive Serverless Computations at the Edge. CoRR abs/2104.14087 (2021) - [i19]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 abs/2106.08872 (2021) - 2020
- [j81]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): 11330-11346 (2020) - [j80]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): 20:1-20:29 (2020)