2020 29th International Conference on Computer Communications and Networks (ICCCN)最新文献_第10页

Relational Database Watermarking Based on Chinese Word Segmentation and Word Embedding 基于中文分词和词嵌入的关系数据库水印

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/ICCCN49398.2020.9209600

Wenling Li, Jianen Yan, Zhaoxin Zhang

引用次数: 2

A Model Based on Program Slice and Deep Learning for Software Defect Prediction 基于程序切片和深度学习的软件缺陷预测模型

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/ICCCN49398.2020.9209658

Junfeng Tian, Yongqing Tian

引用次数: 8

Quality-driven Energy Optimization in Internet of Things 物联网中质量驱动的能源优化

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/ICCCN49398.2020.9209666

V. Dhaimodker, Rahul Desai, S. Mini, Deepak K. Tosh

{"title":"Quality-driven Energy Optimization in Internet of Things","authors":"V. Dhaimodker, Rahul Desai, S. Mini, Deepak K. Tosh","doi":"10.1109/ICCCN49398.2020.9209666","DOIUrl":"https://doi.org/10.1109/ICCCN49398.2020.9209666","url":null,"abstract":"As a consequence of limited internal battery capacity and needless expenditure of electrical energy in commercial and residential deployments of Internet of Things (IoT) in recent years, there has been a rise in the impetus given to energy saving and optimization. In this paper, we propose a technique to solve the energy optimization problem for an IoT deployment that detects critical events like elderly fall detection, fire detection, intruder detection, etc. This technique aims to achieve an optimal set of configurations for a given IoT deployment such that the total energy consumption is minimum, and the deployment satisfies the required threshold accuracy expected from the deployment. Researchers have addressed this issue using algorithms mostly based on the Greedy Heuristic approach to reduce energy consumption by considering the dynamic nature of configurations of IoT devices. We propose Dynamic multiple-choice knapsack (DMCKP) algorithm that produces a better solution. The results of the proposed approach are compared with the existing algorithms to demonstrate the superiority of the proposed algorithm.","PeriodicalId":137835,"journal":{"name":"2020 29th International Conference on Computer Communications and Networks (ICCCN)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133823282","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: 0

A Low Latency Transmission Control for Multi-link WLAN 多链路无线局域网的低延迟传输控制

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/ICCCN49398.2020.9209740

Yoshihisa Kondo, H. Yomo, H. Yokoyama

引用次数: 1

A Semantic-aware Representation Framework for Online Log Analysis 面向在线日志分析的语义感知表示框架

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/ICCCN49398.2020.9209707

Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang, Federico Zaiter, Bingjin Chen, Dan Pei

{"title":"A Semantic-aware Representation Framework for Online Log Analysis","authors":"Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang, Federico Zaiter, Bingjin Chen, Dan Pei","doi":"10.1109/ICCCN49398.2020.9209707","DOIUrl":"https://doi.org/10.1109/ICCCN49398.2020.9209707","url":null,"abstract":"Logs are one of the most valuable data sources for large-scale service management. Log representation, which converts unstructured texts to structured vectors or matrices, serves as the the first step towards automated log analysis. However, the current log representation methods neither represent domain-specific semantic information of logs, nor handle the out-of-vocabulary (OOV) words of new types of logs at runtime. We propose Log2Vec, a semantic-aware representation framework for log analysis. Log2Vec combines a log-specific word embedding method to accurately extract the semantic information of logs, with an OOV word processor to embed OOV words into vectors at runtime. We present an analysis on the impact of OOV words and evaluate the performance of the OOV word processor. The evaluation experiments on four public production log datasets demonstrate that Log2Vec not only fixes the issue presented by OOV words, but also significantly improves the performance of two popular log-based service management tasks, including log classification and anomaly detection. We have packaged Log2Vec into an open-source toolkit and hope that it can be used for future research.","PeriodicalId":137835,"journal":{"name":"2020 29th International Conference on Computer Communications and Networks (ICCCN)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127972487","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: 33

The Trusted and Decentralized Network Resource Management 可信和分散的网络资源管理

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/ICCCN49398.2020.9209590

Shuai Liu, Fei Yang, Dandan Li, M. Bagnulo, Bingyang Liu, Xiaohong Huang

{"title":"The Trusted and Decentralized Network Resource Management","authors":"Shuai Liu, Fei Yang, Dandan Li, M. Bagnulo, Bingyang Liu, Xiaohong Huang","doi":"10.1109/ICCCN49398.2020.9209590","DOIUrl":"https://doi.org/10.1109/ICCCN49398.2020.9209590","url":null,"abstract":"Network resource management relies on trusted infrastructures. However, current trusted infrastructures have centralized or hierarchical structures where root nodes often have privileges over subtrees. Hacked or malicious roots may affect subtrees by modifying IP ownership, routing and so on. Therefore, a trusted and decentralized network resource management becomes crucial. The emergence of blockchain such as Ethereum becomes a leading candidate for achieving trusted and decentralized network resource management. In this paper, based on Ethereum, we design a trusted authentication scheme that includes voting policy, endorsement, credibility model and rebinding mechanism to ensure the credibility of entities. Our scheme can allocate, delegate and transfer network resources in a trusted and decentralized style. The experimental results verify the feasibility and security of our scheme. When an entity is hacked or malicious, its endorsement authentication is revoked and the entity does not have the right to manage the network resources. In addition, the overhead increased by the trusted authentication scheme is within a reasonable range.","PeriodicalId":137835,"journal":{"name":"2020 29th International Conference on Computer Communications and Networks (ICCCN)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121137052","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: 0

ICCCN 2020 Ad Page ICCCN 2020广告页

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/icccn49398.2020.9209696

引用次数: 0

ML Soft-decision Decoding for Binary Linear Block Codes Based on Trellises of Their Supercodes 基于超码网格的二进制线性分组码的ML软判决译码

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/ICCCN49398.2020.9209629

Ting-Yi Wu, Y. Han

引用次数: 0

QoS Aware Task Management Strategies for Mobile Crowdsensing Applications 面向移动众感应用的QoS感知任务管理策略

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/ICCCN49398.2020.9209684

Shuhui Yang, Xuefeng Xi, Wei Li

{"title":"QoS Aware Task Management Strategies for Mobile Crowdsensing Applications","authors":"Shuhui Yang, Xuefeng Xi, Wei Li","doi":"10.1109/ICCCN49398.2020.9209684","DOIUrl":"https://doi.org/10.1109/ICCCN49398.2020.9209684","url":null,"abstract":"Mobile Crowdsensing (MCS) systems are under rapid development due to the popularization of smart mobile devices with various sensing abilities. MCS systems are useful in applications that require large scale spatial data collecting. To provide satisfactory service, the MCS system is expected to contain effective and efficient task management strategies, considering worker qualification, and possible worker moving. Most existing works design moving trajectory for each worker, in order to improve task accomplishment ratio (TAR) for QoS consideration. Other than great real time operation cost, it is also not practical to control workers’ moving due to privacy issue. In this work, we propose a MCS model with comprehensive integrated parameters to support the design of effective QoS aware task assignment strategies. We design strategies to perform task assignment based on worker qualification, using gradient to represent worker moving probability. We develop the accumulated gradient based reward allocation (AGRA) that improves QoS by motivating worker moving. Our experiments show that the proposed QoS MCS management strategies improve task accomplishment ratio significantly.","PeriodicalId":137835,"journal":{"name":"2020 29th International Conference on Computer Communications and Networks (ICCCN)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130190273","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: 0

TaDPole: Traffic-aware Discovery Protocol for Software-Defined Wireless and Mobile Networks 蝌蚪:用于软件定义无线和移动网络的流量感知发现协议

2020 29th International Conference on Computer Communications and Networks (ICCCN) Pub Date : 2020-08-01 DOI: 10.1109/ICCCN49398.2020.9209683

Faheed A. F. Alenezi, Sejun Song, Baek-Young Choi, Haymanot Gebre-Amlak

{"title":"TaDPole: Traffic-aware Discovery Protocol for Software-Defined Wireless and Mobile Networks","authors":"Faheed A. F. Alenezi, Sejun Song, Baek-Young Choi, Haymanot Gebre-Amlak","doi":"10.1109/ICCCN49398.2020.9209683","DOIUrl":"https://doi.org/10.1109/ICCCN49398.2020.9209683","url":null,"abstract":"The Software-Defined Networking (SDN) technologies enhance the performance, reliability, and cost of managing the functions, controls, and services of the wireless and mobile network infrastructures (i.e., Internet of Things). However, the current OpenFlow Discovery Protocol (OFDP) in SDN poses substantial scalability, accuracy, and latency challenges due to its gossipy, centralized, periodic, and tardy protocol nature. Furthermore, the problems are aggravated in the wireless, and mobile SDN due to the dynamic topology churns and the lack of link-layer discovery methods.In this paper, we design and build a novel Traffic-aware Discovery Protocol (TaDPole) for wireless and mobile SDN. We facilitate multiple discovery frequency timers for each target instead of using a uniform discovery timer for the entire network. TaDPole calculates the significance of each discovery target according to the recent network usage by assuming that the higher traffic node has more impact on the network service. It lessens discovery delay by increasing the discovery frequency to the more critical nodes. Also, it enhances the control message efficiency by reducing the discovery frequency to the less significant targets. Besides, it supports the port-neutral broadcast-based discovery method instead of using port-specific request and response approaches. We have implemented TaDPole on the RYU controller. Extensive Mininet experiment results validate that TaDPole improves discovery message efficiency by two times and makes the control traffic less bursty than OFDP with a uniform timer. It reduces the network status discovery delay by three times without increasing the control overhead.","PeriodicalId":137835,"journal":{"name":"2020 29th International Conference on Computer Communications and Networks (ICCCN)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128418051","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: 0