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Walid A. Hanafy
Walid A. Hanafy
PhD Candidate, University of Massachusetts Amherst, Manning College of Information and Computer
Verified email at cs.umass.edu - Homepage
Title
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Year
Ecovisor: A virtual energy system for carbon-efficient applications
A Souza, N Bashir, J Murillo, W Hanafy, Q Liang, D Irwin, P Shenoy
Proceedings of the 28th ACM International Conference on Architectural …, 2023
342023
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency
WA Hanafy, Q Liang, N Bashir, D Irwin, P Shenoy
ACM SIGMETRICS / IFIP Performance 2024, 2023
192023
Model-driven cluster resource management for ai workloads in edge clouds
Q Liang, WA Hanafy, A Ali-Eldin, P Shenoy
ACM Transactions on Autonomous and Adaptive Systems 18 (1), 1-26, 2023
172023
A new infrastructure elasticity control algorithm for containerized cloud
WA Hanafy, AE Mohamed, SA Salem
IEEE Access 7, 39731-39741, 2019
172019
Design considerations for energy-efficient inference on edge devices
WA Hanafy, T Molom-Ochir, R Shenoy
Proceedings of the Twelfth ACM International Conference on Future Energy …, 2021
122021
Machine learning approach for photovoltaic panels cleanliness detection
WA Hanafy, A Pina, SA Salem
2019 15th International Computer Engineering Conference (ICENCO), 72-77, 2019
122019
Novel selection policies for container-based cloud deployment models
WA Hanafy, AE Mohamed, SA Salem
2017 13th International Computer Engineering Conference (ICENCO), 237-242, 2017
102017
The war of the efficiencies: Understanding the tension between carbon and energy optimization
WA Hanafy, R Bostandoost, N Bashir, D Irwin, M Hajiesmaili, P Shenoy
Proceedings of the 2nd Workshop on Sustainable Computer Systems, 1-7, 2023
82023
Dělen: enabling flexible and adaptive model-serving for multi-tenant edge AI
Q Liang, WA Hanafy, N Bashir, A Ali-Eldin, D Irwin, P Shenoy
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and …, 2023
32023
Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications
WA Hanafy, L Wang, H Chang, S Mukherjee, TV Lakshman, P Shenoy
2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 1-10, 2023
32023
A load balancing with power optimization algorithm for container-based infrastructure management
WA Hanafy, AE Mohamed, SA Salem
2017 12th International Conference on Computer Engineering and Systems …, 2017
12017
LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand
R Bostandoost, A Lechowicz, WA Hanafy, N Bashir, P Shenoy, ...
arXiv preprint arXiv:2404.15211, 2024
2024
Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions
WA Hanafy, Q Liang, N Bashir, A Souza, D Irwin, P Shenoy
29th ACM International Conference on Architectural Support for Programming …, 2024
2024
Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads
Q Liang, WA Hanafy, N Bashir, D Irwin, P Shenoy
2023 IEEE/ACM Symposium on Edge Computing (SEC), 53-66, 2023
2023
Failure-Resilient ML Inference at the Edge through Graceful Service Degradation
WA Hanafy, L Wu, T Abdelzaher, S Diggavi, P Shenoy
2023
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