Pub Date : 2024-07-25DOI: 10.1109/tnsm.2024.3432148
Huanlin Liu, Yang Hu, Yong Chen, Haonan Chen, Bingchuan Huang, Huiling Zhou, Shiqi Yi
{"title":"Multi-Cell Resource Allocation Mechanism Based on Interference Control in Indoor Multicolor VLC-WiFi Heterogeneous Networks","authors":"Huanlin Liu, Yang Hu, Yong Chen, Haonan Chen, Bingchuan Huang, Huiling Zhou, Shiqi Yi","doi":"10.1109/tnsm.2024.3432148","DOIUrl":"https://doi.org/10.1109/tnsm.2024.3432148","url":null,"abstract":"","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141779627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Blockchain Cross-Chain Transaction Method Based on Decentralized Dynamic Reputation Value Assessment","authors":"Xiaoxuan Hu, Yaochen Ling, Jialin Hua, Zhenjiang Dong, Yanfei Sun, Jin Qi","doi":"10.1109/tnsm.2024.3433414","DOIUrl":"https://doi.org/10.1109/tnsm.2024.3433414","url":null,"abstract":"","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141779628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-22DOI: 10.1109/tnsm.2024.3432334
Yixin Li, Liang Liang, Yunjian Jia, Wanli Wen
{"title":"PRESYNC: An Efficient Transaction Synchronization Protocol to Accelerate Block Propagation","authors":"Yixin Li, Liang Liang, Yunjian Jia, Wanli Wen","doi":"10.1109/tnsm.2024.3432334","DOIUrl":"https://doi.org/10.1109/tnsm.2024.3432334","url":null,"abstract":"","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141779630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-22DOI: 10.1109/tnsm.2024.3431701
Yufu Wang, Xingwei Wang, Qiang Ni, Wenjuan Yu, Min Huang
{"title":"BCDM: An Early-Stage DDoS Incident Monitoring Mechanism Based on Binary-CNN in IPv6 Network","authors":"Yufu Wang, Xingwei Wang, Qiang Ni, Wenjuan Yu, Min Huang","doi":"10.1109/tnsm.2024.3431701","DOIUrl":"https://doi.org/10.1109/tnsm.2024.3431701","url":null,"abstract":"","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141779629","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"AdapINT: A Flexible and Adaptive In-Band Network Telemetry System Based on Deep Reinforcement Learning","authors":"Penghui Zhang, Hua Zhang, Yibo Pi, Zijian Cao, Jingyu Wang, Jianxin Liao","doi":"10.1109/tnsm.2024.3427403","DOIUrl":"https://doi.org/10.1109/tnsm.2024.3427403","url":null,"abstract":"","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141737318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-17DOI: 10.1109/tnsm.2024.3430052
Nicola Di Cicco, Memedhe Ibrahimi, Omran Ayoub, Federica Bruschetta, Michele Milano, Claudio Passera, Francesco Musumeci
{"title":"ASAP Hardware Failure-Cause Identification in Microwave Networks using Venn-Abers Predictors","authors":"Nicola Di Cicco, Memedhe Ibrahimi, Omran Ayoub, Federica Bruschetta, Michele Milano, Claudio Passera, Francesco Musumeci","doi":"10.1109/tnsm.2024.3430052","DOIUrl":"https://doi.org/10.1109/tnsm.2024.3430052","url":null,"abstract":"","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141745487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-16DOI: 10.1109/tnsm.2024.3429204
Anna Volkova, Abdorasoul Ghasemi, Hermann de Meer
{"title":"Towards Forming Optimal Communication Network for Effective Power System Restoration","authors":"Anna Volkova, Abdorasoul Ghasemi, Hermann de Meer","doi":"10.1109/tnsm.2024.3429204","DOIUrl":"https://doi.org/10.1109/tnsm.2024.3429204","url":null,"abstract":"","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141717383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-12DOI: 10.1109/tnsm.2024.3427139
Jin Tian, Junfeng Tian, Ruizhong Du
{"title":"MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System","authors":"Jin Tian, Junfeng Tian, Ruizhong Du","doi":"10.1109/tnsm.2024.3427139","DOIUrl":"https://doi.org/10.1109/tnsm.2024.3427139","url":null,"abstract":"","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141611368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Remote surgery is an emerging medical business derived from information networking technology and plays an increasingly essential role in the medical system. In remote surgery, it is imperative to facilitate cross-regional information transmission and processing by leveraging medical information networks to establish a collaborative service model served by multiple data centers in different regions, enabling collaboration and support for surgery operations. Additionally, the implementation of service function chain scheduling technology is crucial for the efficient allocation of computing resources of data centers. In this paper, we design a novel multi-cloud collaborative medical information network framework. Based on this framework, the service function chain (SFC) scheduling problem is investigated to minimize the total weighted end-to-end delay. To solve the scheduling problem, the original problem is reformulated as a Multiple Markov Decision Process (MMDP). Then, a multiple-state-action deep reinforcement learning (MSA-DRL) algorithm is developed to learn the best scheduling policy. Simulation results are presented to demonstrate the superiority of the proposed approach in the aspect of total weighted end to end delay against other benchmark algorithms.
{"title":"Service Function Chain Scheduling Under the Multi-Cloud Collaborative Service of Information Networks Used for Cross-Domain Remote Surgery","authors":"Qinghua Zhang;Xianchao Zhang;Jia Chen;Deyun Gao;Yingda Wu;Yinhao Wang;Xu Huang;Hongke Zhang","doi":"10.1109/TNSM.2024.3424297","DOIUrl":"10.1109/TNSM.2024.3424297","url":null,"abstract":"Remote surgery is an emerging medical business derived from information networking technology and plays an increasingly essential role in the medical system. In remote surgery, it is imperative to facilitate cross-regional information transmission and processing by leveraging medical information networks to establish a collaborative service model served by multiple data centers in different regions, enabling collaboration and support for surgery operations. Additionally, the implementation of service function chain scheduling technology is crucial for the efficient allocation of computing resources of data centers. In this paper, we design a novel multi-cloud collaborative medical information network framework. Based on this framework, the service function chain (SFC) scheduling problem is investigated to minimize the total weighted end-to-end delay. To solve the scheduling problem, the original problem is reformulated as a Multiple Markov Decision Process (MMDP). Then, a multiple-state-action deep reinforcement learning (MSA-DRL) algorithm is developed to learn the best scheduling policy. Simulation results are presented to demonstrate the superiority of the proposed approach in the aspect of total weighted end to end delay against other benchmark algorithms.","PeriodicalId":13423,"journal":{"name":"IEEE Transactions on Network and Service Management","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141611369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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