71 citations · 116 across the 16 of their papers we have counts for
3 papers · 1 filter
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization
Walid A. Hanafy, Roozbeh Bostandoost, Noman Bashir +3
Major innovations in computing have been driven by scaling up computing infrastructure, while aggressively optimizing operating costs. The result is a network of worldwide datacent…
Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications
Walid A. Hanafy, Limin Wang, Hyunseok Chang +3
It is commonly assumed that the end-to-end networking performance of edge offloading is purely dictated by that of the network connectivity between end devices and edge computing f…
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency
Walid A. Hanafy, Qianlin Liang, Noman Bashir +2
Cloud platforms are increasing their emphasis on sustainability and reducing their operational carbon footprint. A common approach for reducing carbon emissions is to exploit the t…