Journal of Internet Services and Applications最新文献_第4页

A survey on data analysis on large-Scale wireless networks: online stream processing, trends, and challenges 大规模无线网络数据分析研究:在线流处理、趋势和挑战

IF 3.5

Journal of Internet Services and Applications Pub Date : 2020-03-18 DOI: 10.21203/rs.3.rs-17789/v1

Dianne S. V. Medeiros, H. N. C. Neto, Martin Andreoni Lopez, Luiz Claudio S. Magalhães, N. Fernandes, A. Vieira, E. F. Silva, D. M. F. Mattos

引用次数: 22

A brief survey on replica consistency in cloud environments 云环境中副本一致性的简要概述

IF 3.5

Journal of Internet Services and Applications Pub Date : 2020-02-21 DOI: 10.1186/s13174-020-0122-y

Robson A. Campêlo, Marco A. Casanova, Dorgival O. Guedes, Alberto H. F. Laender

引用次数: 14

What to expect, and how to improve online discussion forums: the instructors’ perspective 期望什么，以及如何改进在线讨论论坛:教师的观点

IF 3.5

Journal of Internet Services and Applications Pub Date : 2019-12-01 DOI: 10.1186/s13174-019-0120-0

Dhanielly P. R. de Lima, M. Gerosa, T. Conte, José Francisco de M. Netto

引用次数: 37

Evaluating CRoS-NDN: a comparative performance analysis of a controller-based routing scheme for named-data networking 评估cross - ndn:命名数据网络中基于控制器的路由方案的比较性能分析

IF 3.5

Journal of Internet Services and Applications Pub Date : 2019-11-09 DOI: 10.1186/s13174-019-0119-6

João Vitor Torres, Igor Drummond Alvarenga, Raouf Boutaba, Otto Carlos Muniz Bandeira Duarte

{"title":"Evaluating CRoS-NDN: a comparative performance analysis of a controller-based routing scheme for named-data networking","authors":"João Vitor Torres, Igor Drummond Alvarenga, Raouf Boutaba, Otto Carlos Muniz Bandeira Duarte","doi":"10.1186/s13174-019-0119-6","DOIUrl":"https://doi.org/10.1186/s13174-019-0119-6","url":null,"abstract":"The huge amount of content names available in Named-Data Networking (NDN) challenges both the required routing table size and the techniques for locating and forwarding information. Content copies and content mobility exacerbate the scalability challenge to reach content in the new locations. We present and analyze the performance of a proposed Controller-based Routing Scheme, named CRoS-NDN, which preserves NDN features using the same interest and data packets. CRoS-NDN supports content mobility and provides fast content recovery from copies that do not belong to the consumer-producer path because it splits identity from location without incurring FIB size explosion or supposing prefix aggregation. It provides features similar to Content Distribution Networks (CDN) in NDN, and improves the routing efficiency. We compare our proposal with similar routing protocols and derive analytical expressions for lower-bound efficiency and upper-bound latency. We also conduct extensive simulations to evaluate results in data delivery efficiency and delay. The results show the robust behavior of the proposed scheme achieving the best efficiency and delay performance for a wide range of scenarios. Furthermore, CRoS-NDN results in low use of processing time and memory for a growing number of prefixes.","PeriodicalId":46467,"journal":{"name":"Journal of Internet Services and Applications","volume":"1 1","pages":"1-24"},"PeriodicalIF":3.5,"publicationDate":"2019-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138517521","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: 13

Upgrading a high performance computing environment for massive data processing 升级高性能计算环境，处理海量数据

IF 3.5

Journal of Internet Services and Applications Pub Date : 2019-10-16 DOI: 10.1186/s13174-019-0118-7

Lucas M. Ponce, Walter dos Santos, Wagner Meira, Dorgival Guedes, Daniele Lezzi, Rosa M. Badia

{"title":"Upgrading a high performance computing environment for massive data processing","authors":"Lucas M. Ponce, Walter dos Santos, Wagner Meira, Dorgival Guedes, Daniele Lezzi, Rosa M. Badia","doi":"10.1186/s13174-019-0118-7","DOIUrl":"https://doi.org/10.1186/s13174-019-0118-7","url":null,"abstract":"High-performance computing (HPC) and massive data processing (Big Data) are two trends that are beginning to converge. In that process, aspects of hardware architectures, systems support and programming paradigms are being revisited from both perspectives. This paper presents our experience on this path of convergence with the proposal of a framework that addresses some of the programming issues derived from such integration. Our contribution is the development of an integrated environment that integretes (i) COMPSs, a programming framework for the development and execution of parallel applications for distributed infrastructures; (ii) Lemonade, a data mining and analysis tool; and (iii) HDFS, the most widely used distributed file system for Big Data systems. To validate our framework, we used Lemonade to create COMPSs applications that access data through HDFS, and compared them with equivalent applications built with Spark, a popular Big Data framework. The results show that the HDFS integration benefits COMPSs by simplifying data access and by rearranging data transfer, reducing execution time. The integration with Lemonade facilitates COMPSs’s use and may help its popularization in the Data Science community, by providing efficient algorithm implementations for experts from the data domain that want to develop applications with a higher level abstraction.","PeriodicalId":46467,"journal":{"name":"Journal of Internet Services and Applications","volume":"176 2 1","pages":"1-18"},"PeriodicalIF":3.5,"publicationDate":"2019-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138517524","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

Better safe than sorry: a vehicular traffic re-routing based on traffic conditions and public safety issues 安全总比后悔好:根据交通状况和公共安全问题重新规划车辆交通路线

IF 3.5

Journal of Internet Services and Applications Pub Date : 2019-09-11 DOI: 10.1186/s13174-019-0116-9

A. M. Souza, T. Braun, L. C. Botega, R. Cabral, Islene C. Garcia, L. Villas

引用次数: 21

Clustering and reliability-driven mitigation of routing attacks in massive IoT systems 大规模物联网系统中路由攻击的集群和可靠性驱动缓解

IF 3.5

Journal of Internet Services and Applications Pub Date : 2019-09-06 DOI: 10.1186/s13174-019-0117-8

Aldri L. Santos, Christian A. V. Cervantes, Michele Nogueira, Burak Kantarci

{"title":"Clustering and reliability-driven mitigation of routing attacks in massive IoT systems","authors":"Aldri L. Santos, Christian A. V. Cervantes, Michele Nogueira, Burak Kantarci","doi":"10.1186/s13174-019-0117-8","DOIUrl":"https://doi.org/10.1186/s13174-019-0117-8","url":null,"abstract":"As an integral component of the 5G communications, the massive Internet of Things (IoT) are vulnerable to various routing attacks due to their dynamic infrastructure, distinct computing resources, and heterogeneity of mobile objects. The sinkhole and selective forwarding attacks stand out among the most destructive ones for infrastructureless networks. Despite the countermeasures introduced by legacy intrusion detection systems (IDS), the massive IoT seeks novel solutions to address their unique requirements. This paper introduces DeTection of SinkHole And SelecTive ForwArding for Supporting SeCure routing for Internet of THIngs (THATACHI), a new IDS against sinkhole and selective forwarding attacks that target routing mechanism in massive and mobile IoT networks. To cope with the density and mobility challenges in the detection of attackers and ensuring reliability, THATACHI exploits watchdog, reputation and trust strategies. Our performance evaluation under an urban scenario shows that THATACHI can perform with a 99% detection rate, 6% of false negative and false positive rates. Moreover, when compared to its closest predecessor against sinkhole attacks for IoT, THATACHI runs with at least 50% less energy consumption.","PeriodicalId":46467,"journal":{"name":"Journal of Internet Services and Applications","volume":"60 1","pages":"1-17"},"PeriodicalIF":3.5,"publicationDate":"2019-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138517589","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: 19

Detecting web attacks with end-to-end deep learning 端到端深度学习检测网络攻击

IF 3.5

Journal of Internet Services and Applications Pub Date : 2019-08-27 DOI: 10.1186/s13174-019-0115-x

Yao Pan, Fangzhou Sun, Zhongwei Teng, Jules White, Douglas C. Schmidt, Jacob Staples, Lee Krause

{"title":"Detecting web attacks with end-to-end deep learning","authors":"Yao Pan, Fangzhou Sun, Zhongwei Teng, Jules White, Douglas C. Schmidt, Jacob Staples, Lee Krause","doi":"10.1186/s13174-019-0115-x","DOIUrl":"https://doi.org/10.1186/s13174-019-0115-x","url":null,"abstract":"Web applications are popular targets for cyber-attacks because they are network-accessible and often contain vulnerabilities. An intrusion detection system monitors web applications and issues alerts when an attack attempt is detected. Existing implementations of intrusion detection systems usually extract features from network packets or string characteristics of input that are manually selected as relevant to attack analysis. Manually selecting features, however, is time-consuming and requires in-depth security domain knowledge. Moreover, large amounts of labeled legitimate and attack request data are needed by supervised learning algorithms to classify normal and abnormal behaviors, which is often expensive and impractical to obtain for production web applications. This paper provides three contributions to the study of autonomic intrusion detection systems. First, we evaluate the feasibility of an unsupervised/semi-supervised approach for web attack detection based on the Robust Software Modeling Tool (RSMT), which autonomically monitors and characterizes the runtime behavior of web applications. Second, we describe how RSMT trains a stacked denoising autoencoder to encode and reconstruct the call graph for end-to-end deep learning, where a low-dimensional representation of the raw features with unlabeled request data is used to recognize anomalies by computing the reconstruction error of the request data. Third, we analyze the results of empirically testing RSMT on both synthetic datasets and production applications with intentional vulnerabilities. Our results show that the proposed approach can efficiently and accurately detect attacks, including SQL injection, cross-site scripting, and deserialization, with minimal domain knowledge and little labeled training data.","PeriodicalId":46467,"journal":{"name":"Journal of Internet Services and Applications","volume":"2 1","pages":"1-22"},"PeriodicalIF":3.5,"publicationDate":"2019-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138517571","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: 60

Efficient data dissemination protocol based on complex networks’ metrics for urban vehicular networks 基于复杂网络度量的城市车辆网络高效数据传播协议

IF 3.5

Journal of Internet Services and Applications Pub Date : 2019-08-03 DOI: 10.1186/s13174-019-0114-y

Joahannes B. D. da Costa, Allan M. de Souza, Denis Rosário, Eduardo Cerqueira, Leandro A. Villas

{"title":"Efficient data dissemination protocol based on complex networks’ metrics for urban vehicular networks","authors":"Joahannes B. D. da Costa, Allan M. de Souza, Denis Rosário, Eduardo Cerqueira, Leandro A. Villas","doi":"10.1186/s13174-019-0114-y","DOIUrl":"https://doi.org/10.1186/s13174-019-0114-y","url":null,"abstract":"Services that aim to make the current transportation system more secure, sustainable, and efficient constitute the Traffic Management Systems (TMS). Vehicular Ad hoc Networks (VANETs) exert a strong influence for TMS applications, due to TMS services require data, communication, and processing for operation. Besides, VANET allows direct communication between vehicles, and data are exchanged and processed between them. Several TMS services require disseminated information among decision-making vehicles. However, such dissemination is a challenging task, due to the specific characteristics of VANETs, such as short-range communication and high node mobility, resulting in several variations in their topology. In this article, we introduce an extensive analysis of our proposed data dissemination protocol based on complex networks’ metrics for urban VANET scenarios, called DDRX. Each vehicle must build a subgraph to identify the relay node to continue the dissemination process. Based on the local graph, it is possible to select the relay nodes based on complex networks’ metrics. Simulation results show that DDRX offers high efficiency in terms of coverage, number of transmitted packets, delay, and packet collisions compared to well-known data dissemination protocols. Also, DDRX provides significant improvements to a TMS that needs efficient data dissemination.","PeriodicalId":46467,"journal":{"name":"Journal of Internet Services and Applications","volume":"1 1","pages":"1-13"},"PeriodicalIF":3.5,"publicationDate":"2019-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138517546","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: 1

Thematic series on Social Network Analysis and Mining 社会网络分析和挖掘专题系列

IF 3.5

Journal of Internet Services and Applications Pub Date : 2019-07-22 DOI: 10.1186/s13174-019-0113-z

Rodrigo Pereira dos Santos, Giseli Rabello Lopes

引用次数: 2