IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)最新文献

Towards In-Band Telemetry for Self Driving Wireless Networks 自动驾驶无线网络带内遥测技术研究

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/INFOCOMWKSHPS50562.2020.9162923

Prabhu Janakaraj, Pinyarash Pinyoanuntapong, Pu Wang, Minwoo Lee

{"title":"Towards In-Band Telemetry for Self Driving Wireless Networks","authors":"Prabhu Janakaraj, Pinyarash Pinyoanuntapong, Pu Wang, Minwoo Lee","doi":"10.1109/INFOCOMWKSHPS50562.2020.9162923","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9162923","url":null,"abstract":"Self-driving network is an emerging network automation design principle for building next generation autonomous networked systems based on machine learning algorithms trained on real-time experiences, i.e., network state measurements. However, existing network measurement techniques are designed on centralized architecture leading to considerable control overheads in wireless networks. In this work, we designed and implemented a distributed In-band network telemetry system (S-INT) and Wireless Network Operating System (WINOS) for self-driving wireless networks. On one hand, our proposed S-INT system significantly reduces network measurement overhead by embedding telemetry into flowing data traffic with a specialized packet header. WINOS system, on the other hand, seamlessly integrates programmable measurement, i.e., the proposed S-INT framework, with the programmable network control, while providing rich APIs to facilitate fast implementation of machine learning algorithms for intelligent and distributed network control. To show the effectiveness of our proposed system design, we implemented a multi-agent reinforcement routing as a traffic engineering application to optimize end-to-end delay performance. To the best of our knowledge, our implementation is the first one in the literature that enables multi-agent reinforcement learning algorithm to run on an actual physical wireless multihop network.","PeriodicalId":104136,"journal":{"name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115263968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Demo Abstract: AutoPCT: An Agile Protocol Conformance Automatic Test Platform Based on Editable EFSM 摘要:基于可编辑EFSM的敏捷协议一致性自动测试平台AutoPCT

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/infocomwkshps50562.2020.9162718

Z. Tang, Sudan Li, Peng Xun, Chengsong Wang, Wenping Deng, Baosheng Wang

引用次数: 1

Tri-Blockchain Based Intelligent Vehicular Networks 基于三区块链的智能车联网

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/infocomwkshps50562.2020.9162692

Madhusudan Singh

引用次数: 6

Paging Group Size Distribution for Multicast Services in 5G Networks 5G网络中多播业务的寻呼组大小分配

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/INFOCOMWKSHPS50562.2020.9162851

O. Vikhrova, S. Pizzi, A. Molinaro, G. Araniti

引用次数: 2

Characterizing Social Marketing Behavior of E-commerce Celebrities and Predicting Their Value 电商红人社会营销行为特征及价值预测

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/INFOCOMWKSHPS50562.2020.9162757

Xiang Li, Yuchun Guo, Ye Sheng, Yishuai Chen

{"title":"Characterizing Social Marketing Behavior of E-commerce Celebrities and Predicting Their Value","authors":"Xiang Li, Yuchun Guo, Ye Sheng, Yishuai Chen","doi":"10.1109/INFOCOMWKSHPS50562.2020.9162757","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9162757","url":null,"abstract":"With the rapid development of online social networks, marketing through online social platforms attracts a lot of attention. Recently, a special social marketing method is prevailing, i.e., e-commerce celebrities(ECs). ECs run their social network accounts to attract followers and then sell products to them directly. While the sales of ECs have dominated the e-commerce marketing in China, there is, however, a lack of accurate measurement and model about it. In this paper, we first conduct a large-scale cross-platform measurement on two of the biggest online social network platforms and e-commerce platforms in China, i.e., Sina Weibo and Taobao. We then characterize the typical behavioral patterns of ECs and build a machine learning model to quantitatively represent the relationship between the social network behavior and their product sale volumes. Experimental results show that we can accurately predict an EC's sale volume based on the 41 social network behavior features (F1 score can reach 0.83). Furthermore, we obtain the top-10 most important features that affect the sales. Our measurement and modeling results provide beneficial insights in understanding and optimizing social marketing for ECs.","PeriodicalId":104136,"journal":{"name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"163 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123271919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Demo Abstract: FingerLite: Finger Gesture Recognition Using Ambient Light 摘要:FingerLite:基于环境光的手指手势识别

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/INFOCOMWKSHPS50562.2020.9163016

Miao Huang, Haihan Duan, Yanru Chen, Yanbing Yang, J. Hao, Liangyin Chen

引用次数: 2

MFBBR: An Optimized Fairness-aware TCP-BBR Algorithm in Wired-cum-wireless Network MFBBR:一种优化的有线无线网络公平感知TCP-BBR算法

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/INFOCOMWKSHPS50562.2020.9163004

Minghan Jia, Weifeng Sun, Zun Wang, Yaohua Yan, Hongyu Qin, Kelong Meng

引用次数: 5

Poster Abstract: An Unsupervised Two-Layer Multi-Step Network Attack Detector 摘要:一种无监督的两层多步网络攻击检测器

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/INFOCOMWKSHPS50562.2020.9163041

Su Wang, Zhiliang Wang, Xia Yin, Xingang Shi

引用次数: 0

ET-DeaL: A P2P Smart Contract-based Secure Energy Trading Scheme for Smart Grid Systems ET-DeaL:一种基于P2P智能合约的智能电网安全能源交易方案

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/INFOCOMWKSHPS50562.2020.9162989

Aparna Kumari, Arpit Shukla, Rajesh Gupta, S. Tanwar, Sudhanshu Tyagi, Neeraj Kumar

{"title":"ET-DeaL: A P2P Smart Contract-based Secure Energy Trading Scheme for Smart Grid Systems","authors":"Aparna Kumari, Arpit Shukla, Rajesh Gupta, S. Tanwar, Sudhanshu Tyagi, Neeraj Kumar","doi":"10.1109/INFOCOMWKSHPS50562.2020.9162989","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9162989","url":null,"abstract":"A smart grid (SG) system offers many services to the end-users, such as load management, load forecasting, and energy trading (ET). As data among different devices in SG environment flows through an open channel, i.e., Internet, so, security and privacy always remains a challenging issue. Though many solutions exist for this problem in literature but these solutions are not adequate to handle security, privacy, latency, real-time settlement of ET. Moreover, most of the solutions reported in the literature are based upon the centralized architecture having single point of failure. Motivated from these facts, this paper proposes a scheme ET-DeaL, which is a Smart Contract-based Secure Energy Trading scheme for SG system for peer-to-peer (P2P) ET. ET-DeaL uses Ethereum smart contract (ESC) and Inter Planetary File System (IPFS) for the P2P ET management. Moreover, it manages the energy load of residential houses, industries, and electric vehicles (EVs). In ET-DeaL, security and privacy issues have been resolved using ESC, while storage cost issues are handled with IPFS protocol. We implemented a real time ESC and deploy it in Truffle suite. The security bugs of the ET-DeaL are tested on MyThril open-source tool. Finally, ET-DeaL performance evaluation demonstrates its effectiveness as compared to the traditional systems where it outperforms the existing schemes with respect to various performance evaluation metrics.","PeriodicalId":104136,"journal":{"name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115188819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 30

UAV-assisted Data Collection in Wireless Powered Sensor Networks over Multiple Fading Channels 多衰落信道无线传感网络中无人机辅助数据采集

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Pub Date : 2020-07-01 DOI: 10.1109/INFOCOMWKSHPS50562.2020.9162935

T. D. P. Perera, Stefan R. Panic, D. Jayakody, P. Muthuchidambaranathan

{"title":"UAV-assisted Data Collection in Wireless Powered Sensor Networks over Multiple Fading Channels","authors":"T. D. P. Perera, Stefan R. Panic, D. Jayakody, P. Muthuchidambaranathan","doi":"10.1109/INFOCOMWKSHPS50562.2020.9162935","DOIUrl":"https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9162935","url":null,"abstract":"Radio frequency energy harvesting (RF-EH) offers an unorthodox solution to the painstaking energy constraint drawback in wireless sensor networks (WSNs). In this paper, a data-gathering scenario from a UAV assisted WSN that consists of multiple sensor nodes (SNs) and power beacons (PBs) is considered. All the SNs are remotely powered by the PBs via wireless power transfer (WPT). In the first phase, a cluster-head (CH) is selected from the powered-up SNs and each SN periodically sends its observations to the CH. In the second phase, UAV powers the CH and collects the aggregated sensor observations from the CH. Under the assumption of Rayleigh and Rician fading channels, the outage probability at the UAV is derived and identified the time ratio of the proposed time-block structure that minimizes the outage probability. Furthermore, an effective algorithm is proposed to generate a solution for the process of CH selection. Finally, the achievable outage probability, throughput and the service range of the UAV are demonstrated for a given random setup of WSN through the theoretical and simulation results obtained.","PeriodicalId":104136,"journal":{"name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116151897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7