Walid A. Hanafy

According to our database, Walid A. Hanafy authored at least 34 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

FM-CAC: Carbon-Aware Control for Battery-Buffered Edge AI via Time-Series Foundation Models.

Kang Yang, Walid A. Hanafy, Prashant J. Shenoy, Mani Srivastava

CoRR, April, 2026

Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TPUs.

Nathan Ng, Walid A. Hanafy, Prashanthi Kadambi, Balachandra Sunil, Ayush Gupta, David Irwin, Yogesh Simmhan, Prashant J. Shenoy

CoRR, February, 2026

Quantifying the Carbon Reduction of DAG Workloads: A Job Shop Scheduling Perspective.

Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy, Prashant J. Shenoy, Mohammad Hajiesmaili

Proceedings of the 2nd International Workshop on Systems and Methods for Sustainable Large-Scale AI (GreenSys), 2026

Go with the Flow: Analyzing the Carbon Footprint of Green Streaming.

Jorge Murillo, Walid A. Hanafy, David Irwin, Ramesh K. Sitaraman, Prashant J. Shenoy

Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems, 2026

City-Scale Decarbonization of Residential Heating under Transformer Constraints.

Fabian Mkocheko, Walid A. Hanafy, Adam Lechowicz, David Irwin, Prashant J. Shenoy

Proceedings of the 13th ACM International Conference on Systems for Energy-Efficient Buildings, 2026

2025

FMTK: A Modular Toolkit for Composable Time Series Foundation Model Pipelines.

Hetvi Shastri, Pragya Sharma, Walid A. Hanafy, Mani Srivastava, Prashant J. Shenoy

CoRR, December, 2025

MEL: Multi-level Ensemble Learning for Resource-Constrained Environments.

Krishna Praneet Gudipaty, Walid A. Hanafy, Kaan Ozkara, Qianlin Liang, Jesse Milzman, Prashant J. Shenoy, Suhas N. Diggavi

CoRR, June, 2025

CarbonFlex: Enabling Carbon-aware Provisioning and Scheduling for Cloud Clusters.

Walid A. Hanafy, Li Wu, David Irwin, Prashant J. Shenoy

CoRR, May, 2025

A Vision for Computational Decarbonization of Societal Infrastructure.

David Irwin, Prashant J. Shenoy, Mohammad Hajiesmaili, Walid A. Hanafy, Jimi Oke, Ramesh K. Sitaraman, Yuvraj Agarwal, Geoffrey J. Gordon, Zico Kolter, Deepak Rajagopal, Mani Srivastava, Vivienne Sze, Priya L. Donti, Andrew A. Chien, John R. Birge, Ali Hortaçsu, Line Roald

IEEE Internet Comput., 2025

Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments.

Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, Prashant J. Shenoy

Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025

Practical Considerations for Failure Resilient ML Systems at the Edge.

Krishna Praneet Gudipaty, Walid A. Hanafy, Li Wu, Jeffrey Twigg, Benjamin M. Marlin, Jesse Milzman, Suhas N. Diggavi, Tarek F. Abdelzaher, Prashant J. Shenoy

Proceedings of the IEEE Military Communications Conference, 2025

LLM-Driven Auto Configuration for Transient IoT Device Collaboration.

Hetvi Shastri, Walid A. Hanafy, Li Wu, David Irwin, Mani Srivastava, Prashant J. Shenoy

Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing, 2025

CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing.

Li Wu, Walid A. Hanafy, Abel Souza, Khai Nguyen, Jan Harkes, David Irwin, Mahadev Satyanarayanan, Prashant J. Shenoy

Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed Computing, 2025

FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments.

Li Wu, Walid A. Hanafy, Tarek F. Abdelzaher, David Irwin, Jesse Milzman, Prashant J. Shenoy

Proceedings of the 2025 ACM Symposium on Cloud Computing, 2025

2024

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.

Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David Irwin, Prashant J. Shenoy

Dataset, March, 2024

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.

Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David Irwin, Prashant J. Shenoy

Dataset, March, 2024

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.

Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David Irwin, Prashant J. Shenoy

Dataset, March, 2024

CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency.

Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, Prashant J. Shenoy

Proceedings of the Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2024

Enhancing Resilience in Distributed ML Inference Pipelines for Edge Computing.

Li Wu, Walid A. Hanafy, Abel Souza, Tarek F. Abdelzaher, Gunjan Verma, Prashant J. Shenoy

Proceedings of the IEEE Military Communications Conference, 2024

INSERT: In-Network Stateful End-to-End RDMA Telemetry.

Hyunseok Chang, Walid A. Hanafy, Sarit Mukherjee, Limin Wang

Proceedings of the IEEE INFOCOM 2024, 2024

Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration.

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

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand.

Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy, Noman Bashir, Prashant J. Shenoy, Mohammad Hajiesmaili

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

CDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks.

Jorge Murillo, Walid A. Hanafy, David Irwin, Ramesh K. Sitaraman, Prashant J. Shenoy

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.

Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David Irwin, Prashant J. Shenoy

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Model-driven Cluster Resource Management for AI Workloads in Edge Clouds.

Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin, Prashant J. Shenoy

ACM Trans. Auton. Adapt. Syst., March, 2023

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.

Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David Irwin, Prashant J. Shenoy

Dataset, March, 2023

Failure-Resilient ML Inference at the Edge through Graceful Service Degradation.

Walid A. Hanafy, Li Wu, Tarek F. Abdelzaher, Suhas N. Diggavi, Prashant J. Shenoy

Proceedings of the IEEE Military Communications Conference, 2023

Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications.

Walid A. Hanafy, Limin Wang, Hyunseok Chang, Sarit Mukherjee, T. V. Lakshman, Prashant J. Shenoy

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI.

Qianlin Liang, Walid A. Hanafy, Noman Bashir, Ahmed Ali-Eldin, David Irwin, Prashant J. Shenoy

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads.

Qianlin Liang, Walid A. Hanafy, Noman Bashir, David Irwin, Prashant J. Shenoy

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization.

Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir, David Irwin, Mohammad Hajiesmaili, Prashant J. Shenoy

Proceedings of the 2nd Workshop on Sustainable Computer Systems, 2023

Ecovisor: A Virtual Energy System for Carbon-Efficient Applications.

Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David Irwin, Prashant J. Shenoy

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2021

Design Considerations for Energy-efficient Inference on Edge Devices.

Walid A. Hanafy, Tergel Molom-Ochir, Rohan Shenoy

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

2019

A New Infrastructure Elasticity Control Algorithm for Containerized Cloud.

Walid A. Hanafy, Amr E. Mohamed, Sameh A. Salem

IEEE Access, 2019