activity
20072024
most citedMobile Big Data Analytics Using Deep Learning and Apache Spark

276 citations · 319 across the 7 of their papers we have counts for

collaborators

7 papers

cs.IT2024

Dual-Polarized Reconfigurable Intelligent Surface-Based Antenna for Holographic MIMO Communications

Shuhao Zeng, Hongliang Zhang, Boya Di +2

Holographic multiple-input-multiple output (HMIMO), which is enabled by large-scale antenna arrays with quasi-continuous apertures, is expected to be an important technology in the…

cs.LG2024★ 4 cited

Human-In-The-Loop Machine Learning for Safe and Ethical Autonomous Vehicles: Principles, Challenges, and Opportunities

Yousef Emami, Mohammadhossein Homaei, Miguel Gutiérrez Gaitán +4

Machine Learning (ML) has become central to Autonomous Vehicles (AVs), supporting perception, prediction, planning, control, and decision-making in dynamic environments. However, a…

cs.CR2017★ 11 cited

Cloud/fog computing resource management and pricing for blockchain networks

Zehui Xiong, Shaohan Feng, Wenbo Wang +3

The mining process in blockchain requires solving a proof-of-work puzzle, which is resource expensive to implement in mobile devices due to the high computing power and energy need…

cs.DC2016★ 276 cited

Mobile Big Data Analytics Using Deep Learning and Apache Spark

Mohammad Abu Alsheikh, Dusit Niyato, Shaowei Lin +2

The proliferation of mobile devices, such as smartphones and Internet of Things (IoT) gadgets, results in the recent mobile big data (MBD) era. Collecting MBD is unprofitable unles…

cs.NI2015★ 2 cited

Full-Duplex Cognitive Radio: A New Design Paradigm for Enhancing Spectrum Usage

Yun Liao, Lingyang Song, Zhu Han +1

With the rapid growth of demand for ever-increasing data rate, spectrum resources have become more and more scarce. As a promising technique to increase the efficiency of the spect…

cs.GT2013★ 26 cited

Resource Management for Device-to-Device Underlay Communication

Chen Xu, Lingyang Song, Zhu Han

Device-to-Device (D2D) communication is a technology component for LTE-A. The existing researches allow D2D as an underlay to the cellular network to increase the spectral efficien…