47 citations · 79 across the 24 of their papers we have counts for
8 papers · 1 filter
Throughput Maximization for MapReduce-Based Collaborative Computing over Energy-Harvesting Wireless Devices
Yuhang Li, Siqi Sun, Hongen Zheng +3
This paper studies resource allocation for MapReduce-based collaborative computing over heterogeneous wireless devices powered by renewable energy harvesting. We formulate a long-r…
Goodput Maximization for Large Language Model Edge Inference: A Two-Phase Maskable PPO Approach
Xiaojing Chen, Qi Zhang, Wei Ni +2
This paper presents a novel two-phase maskable proximal policy optimization (TP-MPPO) algorithm, which maximizes the system goodput counting request throughput with strict service…
Networking-Aware Energy Efficiency in Agentic AI Inference: A Survey
Xiaojing Chen, Haiqi Yu, Wei Ni +5
The rapid emergence of Large Language Models (LLMs) has catalyzed Agentic artificial intelligence (AI), autonomous systems integrating perception, reasoning, and action into closed…
Joint Optimization of DNN Inference Delay and Energy under Accuracy Constraints for AR Applications
Guangjin Pan, Heng Zhang, Shugong Xu +2
The high computational complexity and high energy consumption of artificial intelligence (AI) algorithms hinder their application in augmented reality (AR) systems. This paper cons…
Modeling and Analysis of Energy Harvesting and Smart Grid-Powered Wireless Communication Networks: A Contemporary Survey
Shuyan Hu, Xiaojing Chen, Wei Ni +2
The advancements in smart power grid and the advocation of ``green communications'' have inspired the wireless communication networks to harness energy from ambient environments an…
Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining
Xiaojing Chen, Wei Ni, Tianyi Chen +4
Network Function Virtualization (NFV) can cost-efficiently provide network services by running different virtual network functions (VNFs) at different virtual machines (VMs) in a c…
Two-Way Energy Trading and Online Planning for Fifth-Generation Communications with Renewables
Xiaojing Chen, Xin Wang, Wei Ni +1
Future fifth-generation (5G) cellular networks, equipped with energy harvesting devices, are uniquely positioned to closely interoperate with smart grid. New interoperable function…
Two-Scale Stochastic Control for Multipoint Communication Systems with Renewables
Xin Wang, Xiaojing Chen, Tianyi Chen +2
Increasing threats of global warming and climate changes call for an energy-efficient and sustainable design of future wireless communication systems. To this end, a novel two-scal…