Exploring foci of:
IEEE Open Journal of the Communications Society • Vol 4
Resource-Efficient Synthetic Data Generation for Performance Evaluation in Mobile Edge Computing Over 5G Networks
January 2023 • Chandrasen Pandey, Vaibhav Tiwari, Rajkumar Singh Rathore, Rutvij H. Jhaveri, Diptendu Sinha Roy, Shitharth Selvarajan
Mobile Edge Computing (MEC) in 5G networks has emerged as a promising technology to enable efficient and low-latency services for mobile users. In this paper, we present a novel synthetic data generation approach tailored for evaluating MEC in 5G networks. Our methodology incorporates resource-efficient techniques to generate realistic synthetic datasets that capture the spatio-temporal patterns of mobile traffic and user behavior. By leveraging advanced modeling techniques, including multi-head attention and bidi…
Computer Science
Big Data
Edge Computing
Enhanced Data Rates For Gsm Evolution
Data Science
Data Mining
Artificial Intelligence
Mathematics
Paleontology
Internet
Biology