20 citations · 47 across the 6 of their papers we have counts for
6 papers
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…
Equitable Network-Aware Decarbonization of Residential Heating at City Scale
Adam Lechowicz, Noman Bashir, John Wamburu +2
Residential heating, primarily powered by natural gas, accounts for a significant portion of residential sector energy use and carbon emissions in many parts of the world. Hence, t…
SleepMore: Inferring Sleep Duration at Scale via Multi-Device WiFi Sensing
Camellia Zakaria, Gizem Yilmaz, Priyanka Mammen +3
The availability of commercial wearable trackers equipped with features to monitor sleep duration and quality has enabled more useful sleep health monitoring applications and analy…
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds
Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin +1
Since emerging edge applications such as Internet of Things (IoT) analytics and augmented reality have tight latency constraints, hardware AI accelerators have been recently propos…
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges
Saurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan +4
The field of IoT has blossomed and is positively influencing many application domains. In this paper, we bring out the unique challenges this field poses to research in computer sy…
Efficient Online Classification and Tracking on Resource-constrained IoT Devices
Muhammad Aftab, Sid Chi-Kin Chau, Prashant Shenoy
Timely processing has been increasingly required on smart IoT devices, which leads to directly implementing information processing tasks on an IoT device for bandwidth savings and…