196 citations · 1.4k across the 94 of their papers we have counts for
11 papers · 1 filter
Energy Harvesting Powered Sensing in IoT: Timeliness Versus Distortion
Yunquan Dong, Pingyi Fan, Khaled Ben Letaief
We consider an Internet-of-Things (IoT) system in which an energy harvesting powered sensor node monitors the phenomenon of interest and transmits its observations to a remote moni…
Age-upon-Decisions Minimizing Scheduling in Internet of Things: To be Random or to be Deterministic?
Yunquan Dong, Zhengchuan Chen, Shanyun Liu +2
We consider an Internet of Things (IoT) system in which a sensor delivers updates to a monitor with exponential service time and first-come-first-served (FCFS) discipline. We inves…
Importance of Small Probability Events in Big Data: Information Measures, Applications, and Challenges
Rui She, Shanyun Liu, Shuo Wan +2
In many applications (e.g., anomaly detection and security systems) of smart cities, rare events dominate the importance of the total information of big data collected by Internet…
Towards Big data processing in IoT: Path Planning and Resource Management of UAV Base Stations in Mobile-Edge Computing System
Shuo Wan, Jiaxun Lu, Pingyi Fan +1
Heavy data load and wide cover range have always been crucial problems for online data processing in internet of things (IoT). Recently, mobile-edge computing (MEC) and unmanned ae…
Towards Big data processing in IoT: network management for online edge data processing
Shuo Wan, Jiaxun Lu, Pingyi Fan +1
Heavy data load and wide cover range have always been crucial problems for internet of things (IoT). However, in mobile-edge computing (MEC) network, the huge data can be partly pr…
Machine Learning Based Prediction and Classification of Computational Jobs in Cloud Computing Centers
Zheqi Zhu, Pingyi Fan
With the rapid growth of the data volume and the fast increasing of the computational model complexity in the scenario of cloud computing, it becomes an important topic that how to…