2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)最新文献_第6页

Machine Learning in Wireless Sensor Networks: Challenges and Opportunities 无线传感器网络中的机器学习:挑战与机遇

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745845

Deep Kumar Bangotra, Yashwant Singh, A. Selwal

引用次数: 10

Security of Big Data: A Review 大数据安全:综述

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745874

Reenu Bhatia, M. Sood

{"title":"Security of Big Data: A Review","authors":"Reenu Bhatia, M. Sood","doi":"10.1109/PDGC.2018.8745874","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745874","url":null,"abstract":"Big data is the assortment and analysis of huge sets of data from disparate sources like user data, sensing element information, Medical and Enterprise information. Securing the data in the direct or indirect presence of untrusted people is more difficult. Sometimes data or system hackers involve in aggregating in publicly massive data set, copy it and store it in an exceedingly devices like USB drives, Disc or in Laptops. When considering about security of big data, it should be concerned about all aspects of security related to big data i.e. infrastructure security, network security, data security, data privacy, transaction logs management and so on. In this paper, we review the background and state-of the art of big data. Initially a general introduction of big data and security of big data has been presented followed by its related technologies including; Cloud Computing, Internet of Things, Software Defined Networks and Machine Learning. We then focus on already existing security problems of big data and their vital solutions. For each categorization we identify the security issues, security attacks, with their prevention and detection solutions. The aim of this work is to provide a comprehensive overview and pinpoint the big data security issues. Finally the paper is concluded with some open issue of security problem of big data and their tentative solutions.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"355 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115933863","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: 3

CPDP: A Connection based PDP Algorithm CPDP:基于连接的PDP算法

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745786

Harshit Agarwal, S. Prakash, Urvi Agarwal, Prantik Biswas, Aparajita Nanda, Suma Dawn

{"title":"CPDP: A Connection based PDP Algorithm","authors":"Harshit Agarwal, S. Prakash, Urvi Agarwal, Prantik Biswas, Aparajita Nanda, Suma Dawn","doi":"10.1109/PDGC.2018.8745786","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745786","url":null,"abstract":"Partial Digest Problem (PDP) is a critical problem of computational biology that deals with the point set realization of a pair-wise distance multiset. The points in the set correspond to a collection of restriction sites that reflects the points of cleaves of a DNA sequence on addition of a restriction enzyme into a DNA solution. The PDP problem bears analogy to the “turnpike reconstruction problem” of computer science where the points dwell on a line and the “beltway problem” where the points reside on a loop. Although the partial digest problem has numerous applications in genetics, yet it is computationally hard to solve. In fact the NP-complete nature of PDP for random dataset and the NP-hard nature for Zhang instances have attracted numerous researchers to trim its execution time. Several approaches ranging from pseudo-polynomial time algorithms to genetic algorithms and backtracking algorithms have been suggested for PDP. This paper presents an algorithm which reduces the search space significantly for the application of backtracking. The connection based PDP algorithm (CPDP) proposed here gives exact results when run for random as well as hard instances of data as defined by Zhang.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117187471","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

Comparative Analysis between Proprietary Software VS. Open-Source Software VS. Free Software 专有软件、开源软件和自由软件的比较分析

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745951

Abhineet Anand, Anand Krishna, Rajeev Tiwari, Robin Sharma

引用次数: 4

Defending Against Increased Rank Attack on RPL in Low-Power Wireless Networks 低功耗无线网络中RPL增加秩攻击防范

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745752

Shailendra Shukla, Sumeet Singh, Arvind Kumar, Rakesh Matam

引用次数: 7

Simulation of Grid Supported PV/Wind/Battery Hybrid System with Variable Load 电网支持的变负荷光伏/风能/电池混合系统仿真

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745817

Shaheer Zaffar Tak, V. Garg

引用次数: 1

Sentiment Analysis Evaluating Net Brand Reputation of Mobile Phones Using Polarity 用极性评价手机网络品牌美誉度的情感分析

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745844

Sharik Ahmad, Neha Tyagi, U. Chandra, M. Maaz

引用次数: 0

Autonomic Cloud Resource Management 自主云资源管理

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745977

B. Dewangan, A. Agarwal, M. Venkatadri, Ashutosh Pasricha

引用次数: 9

Parallelization of a Multipartite Graph Matching Algorithm for Tracking Multiple Football Players 一种多部图匹配算法的并行化跟踪多个足球运动员

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745720

M. Villalta, F. Siles

引用次数: 1

C-HDESHO: Cancer Classification Framework using Single Objective Meta—heuristic and Machine learning Approaches C-HDESHO:使用单目标元启发式和机器学习方法的癌症分类框架

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745843

Aman Sharma, Rinkle Rani

引用次数: 5