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- research-articleDecember 2022
Cellular Binary Neural Network for Accurate Image Classification and Semantic Segmentation
IEEE Transactions on Multimedia (TOM), Volume 25Pages 8064–8075https://doi.org/10.1109/TMM.2022.3233255This paper presents the Cellular Binary Neural Network (CBNN), which is an efficient deep neural network with binary weights and activations. To address the challenge of performance drop caused by low-precision representation, the CBNN adopts multiple ...
- research-articleNovember 2021
Leveraging Coupled BBR and Adaptive Packet Scheduling to Boost MPTCP
IEEE Transactions on Wireless Communications (TWC), Volume 20, Issue 11Pages 7555–7567https://doi.org/10.1109/TWC.2021.3085661Multipath TCP (MPTCP) utilizes multiple paths for simultaneous data transmission to enhance performance. However, existing MPTCP protocols are still far from satisfactory in wireless networks because of their loss-based congestion control and the ...
- research-articleSeptember 2021
Transparent Multipath: Using Double MPTCP Proxies to Enhance Transport Performance for Traditional TCP
IEEE Network: The Magazine of Global Internetworking (IEEENETW), Volume 35, Issue 5Pages 181–187https://doi.org/10.1109/MNET.112.1900648Multipath TCP (MPTCP) proxy is a way to provide multipath transmissions for current Internet hosts. However, previous works on MPTCP mainly focus on the scenario where one end of the connection is MPTCP-capable, which is not the case in current networks. ...
- research-articleDecember 2020
Edge Computing Aided Congestion Control using Neuro-Dynamic Programming in NDN
GLOBECOM 2020 - 2020 IEEE Global Communications ConferencePages 1–6https://doi.org/10.1109/GLOBECOM42002.2020.9322365Named data networking (NDN) is an emerging network paradigm that decouples content from its storage location by providing one or more content copies and distributing them within the whole network. Congestion control is a fundamental and important problem ...
- research-articleApril 2020
Shared Bottleneck-Based Congestion Control and Packet Scheduling for Multipath TCP
IEEE/ACM Transactions on Networking (TON), Volume 28, Issue 2Pages 653–666https://doi.org/10.1109/TNET.2020.2970032In order to be TCP-friendly, the original Multipath TCP (MPTCP) congestion control algorithm is always restricted to gain no better throughput than a traditional single-path TCP on the best path. However, it is unable to maximize the throughput over all ...
