A New Infrastructure Elasticity Control Algorithm for Containerized Cloud. - Walid A. Hanafy; Amr E. Mohamed; Sameh A. Salem (IEEE Access, 2019)

Design Considerations for Energy-efficient Inference on Edge Devices. - Walid A. Hanafy; Tergel Molom-Ochir; Rohan Shenoy (e-Energy, 2021)

Ecovisor: A Virtual Energy System for Carbon-Efficient Applications. - Abel Souza; Noman Bashir; Jorge Murillo; Walid A. Hanafy; Qianlin Liang; David E. Irwin 001; Prashant J. Shenoy (ASPLOS (2), 2023)

The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization. - Walid A. Hanafy; Roozbeh Bostandoost; Noman Bashir; David E. Irwin 001; Mohammad Hajiesmaili; Prashant J. Shenoy (HotCarbon, 2023)

Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads. - Qianlin Liang; Walid A. Hanafy; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (SEC, 2023)

Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI. - Qianlin Liang; Walid A. Hanafy; Noman Bashir; Ahmed Ali-Eldin; David E. Irwin 001; Prashant J. Shenoy (IoTDI, 2023)

Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications. - Walid A. Hanafy; Limin Wang 010; Hyunseok Chang; Sarit Mukherjee; T. V. Lakshman; Prashant J. Shenoy (IWQoS, 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 (MILCOM, 2023)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 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., 2023)

CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (Proc. ACM Meas. Anal. Comput. Syst., 2023)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (ASPLOS (3), 2024)

CDN-Shifter: Leveraging Spatial Workload Shifting to Decarbonize Content Delivery Networks. - Jorge Murillo; Walid A. Hanafy; David E. Irwin 001; Ramesh K. Sitaraman; Prashant J. Shenoy (SoCC, 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 (e-Energy, 2024)

Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration. - Jinyang Li 004; Yizhuo Chen; Tomoyoshi Kimura; Tianshi Wang; Ruijie Wang 004; Denizhan Kara; Yigong Hu; Li Wu; Walid A. Hanafy; Abel Souza; Prashant J. Shenoy; Maggie B. Wigness; et al. (ICCCN, 2024)

INSERT: In-Network Stateful End-to-End RDMA Telemetry. - Hyunseok Chang; Walid A. Hanafy; Sarit Mukherjee; Limin Wang 010 (INFOCOM, 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 (MILCOM, 2024)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

Poster Abstract: Rethinking Collaboration Among Mobile Devices in IoT Environments. - Hetvi Shastri; Walid A. Hanafy; Li Wu; David E. Irwin 001; Mani Srivastava 001; Prashant J. Shenoy (SenSys, 2025)

A Vision for Computational Decarbonization of Societal Infrastructure. - David E. Irwin 001; Prashant J. Shenoy; Mohammad Hajiesmaili; Walid A. Hanafy; Jimi Oke; Ramesh K. Sitaraman; Yuvraj Agarwal; Geoffrey J. Gordon; Zico Kolter; Deepak Rajagopal; Mani Srivastava 001; Vivienne Sze; et al. (IEEE Internet Comput., 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 E. Irwin 001; Mahadev Satyanarayanan; Prashant J. Shenoy (CoRR, 2025)

FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments. - Li Wu; Walid A. Hanafy; Tarek F. Abdelzaher; David E. Irwin 001; Jesse Milzman; Prashant J. Shenoy (CoRR, 2025)

CarbonFlex: Enabling Carbon-aware Provisioning and Scheduling for Cloud Clusters. - Walid A. Hanafy; Li Wu; David E. Irwin 001; Prashant J. Shenoy (CoRR, 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, 2025)

LLM-Driven Auto Configuration for Transient IoT Device Collaboration. - Hetvi Shastri; Walid A. Hanafy; Li Wu; David E. Irwin 001; Mani Srivastava 001; Prashant J. Shenoy (CoRR, 2025)