Xinpeng Huang, Wanqing Jie, Shiwen Zhang, Haofu Yang, Wangjie Qiu, Qinnan Zhang, Huawei Huang, Zehui Xiong, Shaoting Tang, Hongwei Zheng, Zhiming Zheng

Commercial RFIDs as Reconfigurable Intelligent Surfaces

Jingyu Tong, Xiaopeng Zhao, Zhicheng Wang, Donghui Dai, Zhenlin An, Lei Yang

Data-driven Energy Optimization in Mobile Networks with User Experience Guarantees

Anh-Khoa Dang, Hicham Khalife, Mathias Sintorn, Stéphane Rovedakis, Stefano Secci

展开摘要

In this paper, we model carrier shutdown in multi-carrier mobile networks as a deep reinforcement learning problem. Our model takes energy-saving actions by turning off carriers and reallocating their users while in addition to maintaining connectivity guarantees a novel user experience metric. Leveraging real and recent datasets, we train and evaluate our model over realistic network scenarios. Our results show more than 15% energy saving with the fulfillment of the user experience constraints, outperforming currently deployed solutions and researched approaches in the literature by almost 50%. More interestingly our approach exhibits generalization properties, a very promising characteristic for its adoption in real mobile networks deployment.

Learning Best Paths in Quantum Networks

Xuchuang Wang, Maoli Liu, Xutong Liu, Zhuohua Li, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley

Which way to go? Inferring Fine-Grained AS Paths with PathRadar

Zitong Jin, Xingang Shi, Qiang Ma, Letong Sun, Zhiliang Wang, Xia Yin, Jianping Wu

AoI-Aware Federated Unlearning for Streaming Data with Online Client Selection and Pricing

Yue Cui, Ningning Ding, Man Hon Cheung

Weir: Delay-based RNIC Cache Control Software Middleware for Scalable RDMA Networks

Yongchen Pan, Jiao Zhang, Yuxuan Hu, Zirui Wan, Baohong Lin, Junliang Wang, Huimin Luo

Lightweight Federated Learning with Differential Privacy and Straggler Resilience

Shu Hong, Xiaojun Lin, Lingjie Duan

Leveled Product Codes for Optimal Block Repairs in Geo-distributed Storage Systems

Si Wu, Guantian Lin, Patrick P. C. Lee, Yinlong Xu

Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing

Mengfan Liu, Wei Wang, Chuan Wu

BrokerAS: Towards Fault-tolerant Atomic Cross-chain Swaps

Gaowei Shi, Xiulong Liu, Huan Wang, Yuhan Li, Hao Xu, Liyuan Ma, Keqiu Li

Sparse Recovery Transmitter Detection

Blessing Okoro, Maxwell McNeil, Kavya Meka, Karyn Doke, Petko Bogdanov, Mariya Zheleva

CoCaR: Enabling Efficient Dynamic DNN-Based Model Caching and Request Routing in MEC

Shuting Qiu, Fang Dong, Siyu Tan, Dian Shen, Ruiting Zhou, Qilin Fan

CGFE: Efficient Range Encoding for TCAMs

Jérôme Graf, Vitalii Demianiuk, Pavel Chuprikov, Feiran Yang, Sergey I. Nikolenko, Patrick Eugster

Distributed On-Orbit Sparse Coding for Efficient Space Situational Awareness Image Transmission

Yutong Liu, Haiming Jin, Yinjie Wang Yao, Yunxiang Chen, Yimin Zhao, Linghe Kong, Rui Li, Xiaoyang Liu, Guihai Chen

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