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Prashant J. Shenoy
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- affiliation: University of Massachusetts Amherst, USA
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2020 – today
- 2023
- [j95]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) - [j94]Xiaoding Guan, Noman Bashir, David E. Irwin
, Prashant J. Shenoy:
WattScope: Non-intrusive application-level power disaggregation in datacenters. Perform. Evaluation 162: 102369 (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) - [c243]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 - [c242]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 - [c241]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 - [c240]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 - [c239]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: 266-270 - [c238]Noman Bashir
, David E. Irwin
, Prashant J. Shenoy
:
On the Promise and Pitfalls of Optimizing Embodied Carbon. HotCarbon 2023: 15:1-15:6 - [c237]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 - [c236]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 - [c235]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 - [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 - [i41]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) - [i40]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) - [i39]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) - [i38]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) - [i37]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) - [i36]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) - [i35]Noman Bashir, David E. Irwin, Prashant J. Shenoy:
On the Promise and Pitfalls of Optimizing Embodied Carbon. CoRR abs/2306.15816 (2023) - [i34]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) - [i33]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) - [i32]Xiaoding Guan, Noman Bashir, David E. Irwin, Prashant J. Shenoy:
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters. CoRR abs/2309.12612 (2023) - [i31]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) - [i30]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) - 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) - [c213]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: 291-295 - [c212]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: 237-241 - [c211]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: 363-373 - [c210]Pradeep Ambati, David E. Irwin, Prashant J. Shenoy:
No Reservations: A First Look at Amazon's Reserved Instance Marketplace. HotCloud 2020 - [c209]Alexander Fuerst
, Ahmed Ali-Eldin, Prashant J. Shenoy
, Prateek Sharma:
Cloud-scale VM-deflation for Running Interactive Applications On Transient Servers. HPDC 2020: 53-64 - [c208]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. IC2E 2020: 105-115 - [c207]Qianlin Liang, Prashant J. Shenoy
, David E. Irwin:
AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures. IISWC 2020: 145-156 - [c206]Phuthipong Bovornkeeratiroj, Srinivasan Iyengar, Stephen Lee
, David E. Irwin, Prashant J. Shenoy
:
RepEL: A Utility-Preserving Privacy System for IoT-Based Energy Meters. IoTDI 2020: 79-91 - [c205]Bo Chen, Ahmed Ali-Eldin, Prashant J. Shenoy
, Klara Nahrstedt:
Real-time Spatio-Temporal Action Localization in 360 Videos. ISM 2020: 73-76 - [c204]Pradeep Ambati, Noman Bashir
, David E. Irwin, Prashant J. Shenoy
:
Waiting game: optimally provisioning fixed resources for cloud-enabled schedulers. SC 2020: 67 - [c203]Noman Bashir
, David E. Irwin, Prashant J. Shenoy
:
DeepSnow: Modeling the Impact of Snow on Solar Generation. BuildSys@SenSys 2020: 11-20 - [c202]John Wamburu, Christopher Raff, David E. Irwin, Prashant J. Shenoy
:
Greening Electric Bike Sharing Using Solar Charging Stations. BuildSys@SenSys 2020: 180-189 - [c201]Emmanuel Cecchet, Amrita Acharya, Tergel Molom-Ochir, Amee Trivedi, Prashant J. Shenoy
:
WiFiMon: a mobility analytics platform for building occupancy monitoring and contact tracing using wifi sensing: poster abstract. SenSys 2020: 792-793 - [i18]Amee Trivedi, Jeremy Gummeson, Prashant J. Shenoy:
Empirical Characterization of Mobility of Multi-Device Internet Users. CoRR abs/2003.08512 (2020) - [i17]Qianlin Liang, Prashant J. Shenoy, David E. Irwin:
AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures. CoRR abs/2003.12488 (2020) - [i16]Muhammad Aftab, Sid Chi-Kin Chau, Prashant J. Shenoy:
Efficient Online Classification and Tracking on Resource-constrained IoT Devices. CoRR abs/2004.00833 (2020) - [i15]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 abs/2004.04302 (2020) - [i14]Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy:
Boosting Cloud Data Analytics using Multi-Objective Optimization. CoRR abs/2005.03314 (2020) - [i13]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 abs/2005.07338 (2020) - [i12]Amee Trivedi, Camellia Zakaria, Rajesh Balan, Prashant J. Shenoy:
WiFiTrace: Network-based Contact Tracing for Infectious Diseases Using Passive WiFi Sensing. CoRR abs/2005.12045 (2020) - [i11]Camellia Zakaria, Amee Trivedi, Michael Chee, Prashant J. Shenoy, Rajesh Balan:
Analyzing the Impact of Covid-19 Control Policies on Campus Occupancy and Mobility via Passive WiFi Sensing. CoRR abs/2005.12050 (2020) - [i10]Menghong Feng, Noman Bashir, Prashant J. Shenoy, David E. Irwin, Beka Kosanovic:
SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays. CoRR abs/2005.12181 (2020) - [i9]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 abs/2005.12234 (2020) - [i8]Pradeep Ambati, David E. Irwin, Prashant J. Shenoy:
No Reservations: A First Look at Amazon's Reserved Instance Marketplace. CoRR abs/2005.12249 (2020) - [i7]Akhil Soman, Amee Trivedi, David E. Irwin, Beka Kosanovic, Benjamin McDaniel, Prashant J. Shenoy:
Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids. CoRR abs/2005.13517 (2020) - [i6]Alexander Fuerst, Ahmed Ali-Eldin, Prashant J. Shenoy, Prateek Sharma:
Cloud-scale VM Deflation for Running Interactive Applications On Transient Servers. CoRR abs/2006.00508 (2020) - [i5]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 abs/2007.01382 (2020)
2010 – 2019
- 2019
- [j79]Khaled Zaouk, Fei Song, Chenghao Lyu, Arnab Sinha, Yanlei Diao, Prashant J. Shenoy
:
UDAO: A Next-Generation Unified Data Analytics Optimizer. Proc. VLDB Endow. 12(12): 1934-1937 (2019) - [j78]Srinivasan Iyengar, Sandeep Kalra, Anushree Ghosh, David E. Irwin, Prashant J. Shenoy
, Benjamin M. Marlin:
Inferring Smart Schedules for Dumb Thermostats. ACM Trans. Cyber Phys. Syst. 3(2): 17:1-17:29 (2019) - [j77]Sean Kenneth Barker, Sandeep Kalra, David E. Irwin, Prashant J. Shenoy
:
Building Virtual Power Meters for Online Load Tracking. ACM Trans. Cyber Phys. Syst. 3(2): 23:1-23:24 (2019) - [c200]Vani Gupta, Prashant J. Shenoy
, Ramesh K. Sitaraman:
Combining Renewable Solar and Open Air Cooling for Greening Internet-Scale Distributed Networks. e-Energy 2019: 303-314 - [c199]Prateek Sharma, Ahmed Ali-Eldin, Prashant J. Shenoy
:
Resource Deflation: A New Approach For Transient Resource Reclamation. EuroSys 2019: 33:1-33:17 - [c198]Ahmed Ali-Eldin, Jonathan Westin, Bin Wang, Prateek Sharma, Prashant J. Shenoy
:
SpotWeb: Running Latency-sensitive Distributed Web Services on Transient Cloud Servers. HPDC 2019: 1-12 - [c197]Pradeep Ambati, David E. Irwin, Prashant J. Shenoy
, Lixin Gao, Ahmed Ali-Eldin, Jeannie R. Albrecht:
Understanding Synchronization Costs for Distributed ML on Transient Cloud Resources. IC2E 2019: 145-155 - [c196]David E. Irwin, Prashant J. Shenoy
, Pradeep Ambati, Prateek Sharma, Supreeth Shastri, Ahmed Ali-Eldin:
The Price Is (Not) Right: Reflections on Pricing for Transient Cloud Servers. ICCCN 2019: 1-9 - [c195]Stephen Lee
, Srinivasan Iyengar, Menghong Feng, Prashant J. Shenoy
, Subhransu Maji:
DeepRoof: A Data-driven Approach For Solar Potential Estimation Using Rooftop Imagery. KDD 2019: 2105-2113 - [c194]Noman Bashir
, Dong Chen, David E. Irwin, Prashant J. Shenoy
:
Solar-TK: A Data-Driven Toolkit for Solar PV Performance Modeling and Forecasting. MASS 2019: 456-466 - [c193]Joseph Noor, Ahmed Ali-Eldin, Luis Garcia, Chirag Rao, Venkat R. Dasari, Deepak Ganesan, Brian Jalaian, Prashant J. Shenoy
, Mani B. Srivastava
:
The Case for Robust Adaptation: Autonomic Resource Management is a Vulnerability. MILCOM 2019: 821-826 - [c192]Joseph Breda, Amee Trivedi, Chulabhaya Wijesundara, Phuthipong Bovornkeeratiroj, David E. Irwin, Prashant J. Shenoy
, Jay Taneja:
Hot or Not: Leveraging Mobile Devices for Ubiquitous Temperature Sensing. BuildSys@SenSys 2019: 41-50 - [c191]Noman Bashir, Dong Chen, David E. Irwin, Prashant J. Shenoy:
Solar-TK: A Solar Modeling and Forecasting Toolkit. BuildSys@SenSys 2019: 372 - [c190]