105 citations · 211 across the 16 of their papers we have counts for
4 papers · 1 filter
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads
Karthick Shankar, Pengcheng Wang, Ran Xu +2
With diverse IoT workloads, placing compute and analytics close to where data is collected is becoming increasingly important. We seek to understand what is the performance and the…
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
Ran Xu, Chen-lin Zhang, Pengcheng Wang +5
Advanced video analytic systems, including scene classification and object detection, have seen widespread success in various domains such as smart cities and autonomous transporta…
Hybrid Low-Power Wide-Area Mesh Network for IoT Applications
Xiaofan Jiang, Heng zhang, Edgardo Alberto Barsallo Yi +6
The recent advancement of the Internet of Things (IoT) enables the possibility of data collection from diverse environments using IoT devices. However, despite the rapid advancemen…
Artificial Intelligence for Digital Agriculture at Scale: Techniques, Policies, and Challenges
Somali Chaterji, Nathan DeLay, John Evans +4
Digital agriculture has the promise to transform agricultural throughput. It can do this by applying data science and engineering for mapping input factors to crop throughput, whil…