Rotary: A Resource Arbitration Framework for Progressive Iterative Analytics

R Liu, AJ Elmore, MJ Franklin… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
Increasingly modern computing applications employ progressive iterative analytics, as best
exemplified by two prevalent cases, approximate query processing (AQP) and deep learning …

Riveter: Adaptive Query Suspension and Resumption Framework for Cloud Native Databases

R Liu, AJ Elmore, MJ Franklin… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
In modern cloud environments, ephemeral resources with intermittent availability and
fluctuating monetary costs are becoming common. This dynamic nature presents a new …

Resource-Aware Optimizations for Data-Intensive Systems

R Liu - 2023 - search.proquest.com
In modern cloud computing environments, ephemeral cloud resources are becoming
increasingly prevalent. Ephemeral resources exhibit two distinct characteristics:(1) they can …

E2D2: Elephant Emotion and Distraction Detection Framework using Edge-Enabled YOLOv5 Deep Learning Algorithm

YJ Chiu, S Benedict, M Gerndt - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Emotions not only remained as an instrument of choice to unite humans but also to establish
human-animal bonds. Identifying emotions from two distinct binaries among the livelihood …