3 papers
cs.MM2024
Think before You Leap: Content-Aware Low-Cost Edge-Assisted Video Semantic Segmentation
Mingxuan Yan, Yi Wang, Xuedou Xiao +3
Offloading computing to edge servers is a promising solution to support growing video understanding applications at resource-constrained IoT devices. Recent efforts have been made…
cs.DC2023
Rethinking the Cloudonomics of Efficient I/O for Data-Intensive Analytics Applications
Chunxu Tang, Yi Wang, Bin Fan +8
This paper explores a prevailing trend in the industry: migrating data-intensive analytics applications from on-premises to cloud-native environments. We find that the unique cost…
cs.CV2023
Boosting High Resolution Image Classification with Scaling-up Transformers
Yi Wang
We present a holistic approach for high resolution image classification that won second place in the ICCV/CVPPA2023 Deep Nutrient Deficiency Challenge. The approach consists of a f…