PS
Prashant Shenoy
cs.DCcs.LGcs.CYcs.SYeess.SYcs.PFcs.NIcs.AIcs.CRcs.DS
On Valency
published · living versionsW_y5ausb4m·v1 · currentpublished
HyVox: Rethinking Low-Power Voice Intelligence towards Neuromorphic-von Neumann Edge Computing
with Snehasis Addy, Eduardo Calle Ortiz, Phuc Nguyen
1 version
Preprints & journals
68 papers in the corpus · 2004–2026NeuroPriv: Adversarial Representation Learning for Privacy in Wearable EEG Systems2609.00390v1 · Sarmistha Sarna Gomasta, Bhawana Chhaglani, Prashant Shenoy2026 · 0 citationsarXiv
ErgoAssist: Cognition-Aware Posture Feedback in Wearable Ergonomic Systems2609.00440v1 · Sarmistha Sarna Gomasta, Bhawana Chhaglani, VP Nguyen et al.2026 · 0 citationsarXiv
Making waves: toward systems-level interpretation of hormonal and endogenous biomarkers in wastewater-based epidemiology.42322969 · Abouhend, Ahmed S, Hanafy, Walid A, Watt, Christopher et al.2026 · 0 citationsWater research. 2026;304:126269
FMplex: Model Virtualization for Serving Extensible Foundation Models2606.09643v1 · Hetvi Shastri, Pragya Sharma, Walid A. Hanafy et al.2026 · 0 citationsarXiv
The Internet of Collaborating Things: Agentic Edge AI for Autonomous Cross-Domain Collaboration2609.10542v1 · Walid A. Hanafy, Nader Sehatbakhsh, David Irwin et al.2026 · 0 citationsarXiv
FM-CAC: Carbon-Aware Control for Battery-Buffered Edge AI via Time-Series Foundation Models2604.16448v1 · Kang Yang, Walid A. Hanafy, Prashant Shenoy et al.2026 · 0 citationsarXiv
Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TPUs2602.17808v2 · Nathan Ng, Walid A. Hanafy, Prashanthi Kadambi et al.2026 · 0 citationsarXiv
Degradation-Aware Frequency Regulation of a Heterogeneous Battery Fleet via Reinforcement Learning2601.22865v2 · Tanay Raghunandan Srinivasa, Vivek Deulkar, Jia Bhargava et al.2026 · 0 citationsarXiv
Quantifying the Carbon Reduction of DAG Workloads: A Job Shop Scheduling Perspective2512.07799v1 · Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy et al.2025 · 0 citationsarXiv
FMTK: A Modular Toolkit for Composable Time Series Foundation Model Pipelines2512.01038v1 · Hetvi Shastri, Pragya Sharma, Walid A. Hanafy et al.2025 · 0 citationsarXiv
CarbonX: An Open-Source Tool for Computational Decarbonization Using Time Series Foundation Models2510.01521v2 · Diptyaroop Maji, Kang Yang, Prashant Shenoy et al.2025 · 1 citationarXiv
LLM-Driven Auto Configuration for Transient IoT Device Collaboration2507.03064v1 · Hetvi Shastri, Walid A. Hanafy, Li Wu et al.2025 · 3 citationsarXiv
MEL: Multi-level Ensemble Learning for Resource-Constrained Environments2506.20094v1 · Krishna Praneet Gudipaty, Walid A. Hanafy, Kaan Ozkara et al.2025 · 0 citationsarXiv
FeatureSense: Protecting Speaker Attributes in Always-On Audio Sensing System2505.24115v1 · Bhawana Chhaglani, Sarmistha Sarna Gomasta, Yuvraj Agarwal et al.2025 · 0 citationsarXiv
Flex: Grid-Responsive Provisioning and Scheduling for Elastic Cloud Clusters2505.18357v2 · Walid A. Hanafy, Li Wu, David Irwin et al.2025 · 0 citationsarXiv
FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments2504.15856v2 · Li Wu, Walid A. Hanafy, Tarek Abdelzaher et al.2025 · 2 citationsarXiv
To Offload or Not To Offload: Model-driven Comparison of Edge-native and On-device Processing In the Era of Accelerators2504.15162v4 · Nathan Ng, David Irwin, Ananthram Swami et al.2025 · 0 citationsarXiv
CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing2502.14076v2 · Li Wu, Walid A. Hanafy, Abel Souza et al.2025 · 15 citationsarXiv
Dynamic Incentive Allocation for City-scale Deep Decarbonization2502.08877v1 · Anupama Sitaraman, Adam Lechowicz, Noman Bashir et al.2025 · 2 citationsarXiv
LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms2408.10201v2 · Mahsa Sahebdel, Ali Zeynali, Noman Bashir et al.2024 · 3 citationsarXiv
Learning-Augmented Competitive Algorithms for Spatiotemporal Online Allocation with Deadline Constraints2408.07831v2 · Adam Lechowicz, Nicolas Christianson, Bo Sun et al.2024 · 7 citationsProc. ACM Meas. Anal. Comput. Syst. Volume 9, Issue 1, Article 8 (March 2025), 49 pages
Towards Privacy-Preserving Audio Classification Systems2404.18002v2 · Bhawana Chhaglani, Jeremy Gummeson, Prashant Shenoy2024 · 0 citationsarXiv
LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand2404.15211v2 · Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy et al.2024 · 15 citationsarXiv
CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services2403.14792v1 · Abel Souza, Shruti Jasoria, Basundhara Chakrabarty et al.2024 · 54 citationsThe 14th international Green and Sustainable Computing Conference (IGSC'23), October 28--29, 2023
Chasing Convex Functions with Long-term Constraints2402.14012v2 · Adam Lechowicz, Nicolas Christianson, Bo Sun et al.2024 · 0 citationsarXiv
The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy2402.03550v1 · Diptyaroop Maji, Noman Bashir, David Irwin et al.2024 · 11 citationsarXiv
A Holistic Approach for Equity-aware Carbon Reduction of Ridesharing Platforms2402.01644v2 · Mahsa Sahebdel, Ali Zeynali, Noman Bashir et al.2024 · 0 citationsarXiv
SODA: Protecting Proprietary Information in On-Device Machine Learning Models2312.15036v1 · Akanksha Atrey, Ritwik Sinha, Saayan Mitra et al.2023 · 1 citationACM/IEEE Symposium on Edge Computing 2023
W4-Groups: Modeling the Who, What, When and Where of Group Behavior via Mobility Sensing2312.15041v2 · Akanksha Atrey, Camellia Zakaria, Rajesh Balan et al.2023 · 2 citationsarXiv
Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms2310.20598v3 · Adam Lechowicz, Nicolas Christianson, Bo Sun et al.2023 · 7 citationsarXiv
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions2309.14477v1 · John Thiede, Noman Bashir, David Irwin et al.2023 · 17 citationsarXiv
WattScope: Non-intrusive Application-level Power Disaggregation in Datacenters2309.12612v1 · Xiaoding Guan, Noman Bashir, David Irwin et al.2023 · 5 citationsarXiv
Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing2308.06680v2 · Diptyaroop Maji, Noman Bashir, David Irwin et al.2023 · 5 citationsarXiv
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization2306.16948v1 · Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir et al.2023 · 20 citationsarXiv
On the Promise and Pitfalls of Optimizing Embodied Carbon2306.15816v1 · Noman Bashir, David Irwin, Prashant Shenoy2023 · 16 citationsarXiv
On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud2306.06502v2 · Thanathorn Sukprasert, Abel Souza, Noman Bashir et al.2023 · 79 citationsarXiv
Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications2305.03165v2 · Walid A. Hanafy, Limin Wang, Hyunseok Chang et al.2023 · 7 citationsarXiv
Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems2305.00855v1 · Noman Bashir, Yasra Chandio, David Irwin et al.2023 · 1 citationIn The 14th ACM International Conference on Future Energy Systems (e-Energy '23), June 20-23, 2023, Orlando, FL, USA. ACM, New York, NY, USA, 12 pages
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting2303.17551v1 · Adam Lechowicz, Nicolas Christianson, Jinhang Zuo et al.2023 · 23 citationsProc. ACM Meas. Anal. Comput. Syst. Volume 7, Issue 3, Article 45 (December 2023), 32 pages
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency2302.08681v2 · Walid A. Hanafy, Qianlin Liang, Noman Bashir et al.2023 · 83 citationsProc. ACM Meas. Anal. Comput. Syst. 7, 3, Article 57 (December 2023), 28 pages
Equitable Network-Aware Decarbonization of Residential Heating at City Scale2301.04747v1 · Adam Lechowicz, Noman Bashir, John Wamburu et al.2023 · 6 citationsarXiv
SleepMore: Inferring Sleep Duration at Scale via Multi-Device WiFi Sensing2210.14152v3 · Camellia Zakaria, Gizem Yilmaz, Priyanka Mammen et al.2022 · 12 citationsProc. ACM Interact. Mob. Wearable Ubiquitous Technol., Vol. 6, No. 4, Article 193. Publication date: December 2022
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications2210.04951v1 · Abel Souza, Noman Bashir, Jorge Murillo et al.2022 · 64 citationsarXiv
Sustainable Computing -- Without the Hot Air2207.00081v1 · Noman Bashir, David Irwin, Prashant Shenoy et al.2022 · 15 citationsarXiv
FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing2202.11136v1 · Bhawana Chhaglani, Camellia Zakaria, Adam Lechowicz et al.2022 · 24 citationsarXiv
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds2201.07312v1 · Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin et al.2022 · 66 citationsarXiv
Enabling Sustainable Clouds: The Case for Virtualizing the Energy System2106.08872v1 · Noman Bashir, Tian Guo, Mohammad Hajiesmaili et al.2021 · 3 citationsarXiv
The Hidden cost of the Edge: A Performance Comparison of Edge and Cloud Latencies2104.14050v1 · Ahmed Ali-Eldin, Bin Wang, Prashant Shenoy2021 · 6 citationsarXiv
LaSS: Running Latency Sensitive Serverless Computations at the Edge2104.14087v1 · Bin Wang, Ahmed Ali-Eldin, Prashant Shenoy2021 · 74 citationsarXiv
WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing2104.09835v3 · Amee Trivedi, Kate Silverstein, Emma Strubell et al.2021 · 13 citationsarXiv
Career total: 549 works. 68 are in this corpus.Showing the 50 most recent.
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