Walid A. Hanafy

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Efficient Inference

Uncertain Demand

Energy Minimization

Model Driven Engineering

Top Venues

SIGMETRICS/Performance (Abstracts)

Publications

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)
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)
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 (2024)
Hyunseok Chang, Walid A. Hanafy, Sarit Mukherjee, Limin Wang
INSERT: In-Network Stateful End-to-End RDMA Telemetry. INFOCOM (2024)
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 (2023)
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) (2023)
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)
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)
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)
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David E. Irwin, Prashant J. Shenoy
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. CoRR (2023)
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) (2023)
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)
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 (2023)
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)
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)
Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin, Prashant J. Shenoy
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds. CoRR (2022)
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 (2022)
Walid A. Hanafy, Tergel Molom-Ochir, Rohan Shenoy
Design Considerations for Energy-efficient Inference on Edge Devices. e-Energy (2021)
Walid A. Hanafy, Amr E. Mohamed, Sameh A. Salem
A New Infrastructure Elasticity Control Algorithm for Containerized Cloud. IEEE Access 7 (2019)