2018 International Conference on Advancements in Computational Sciences (ICACS)最新文献

Light-weight depth-based routing for underwater wireless sensor network 水下无线传感器网络的轻型深度路由

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333483

Safia Gul, Sana Hoor Jokhio, I. A. Jokhio

引用次数: 12

Preeminent risk factor affecting software development 影响软件开发的主要风险因素

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333492

Hafiz Ali Hamza Gondal, S. M. U. Din, Sajida Fayyaz, Muhammad Dahir Zeb, Beenish Nadeem

引用次数: 4

Securing wireless software defined networks: Appraising threats, defenses & research challenges 保护无线软件定义网络:评估威胁、防御和研究挑战

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333279

Taimur Bakhshi

{"title":"Securing wireless software defined networks: Appraising threats, defenses & research challenges","authors":"Taimur Bakhshi","doi":"10.1109/ICACS.2018.8333279","DOIUrl":"https://doi.org/10.1109/ICACS.2018.8333279","url":null,"abstract":"Software defined networking (SDN) separates the network control logic from data forwarding functionality, offering real-time network programmability and granular policy management. Initial successful SDN implementations offering scalability and automated resource provisioning in wired network environments have motivated efforts to bring the paradigm to the wireless domain. Wireless software defined networking (WSDN) formulation in traditional and emerging (IoT, smart grid, vehicular) wireless environments have therefore, raised concerns about the inherent security challenges in WSDN architecture. The wireless medium poses additional security concerns and provides opportunities for attackers to target the control plane, data forwarding elements as well as individual wireless applications. The present paper reviews and classifies the key security threats facing WSDN environments. Furthermore, presently available mitigation techniques and their state-of-the-art adoption in WSDN is discussed. Finally, the paper highlights present and future research challenges that need to be addressed for successful adoption of WSDN in carrier-grade or realistic operations.","PeriodicalId":128949,"journal":{"name":"2018 International Conference on Advancements in Computational Sciences (ICACS)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126487166","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

Power savings in servers infrastructure under backup and availability constraints 在备份和可用性约束下的服务器基础设施节能

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333487

Awais Latif Gouhar, Arshad Ali

引用次数: 3

Ontology based syndrome diagnostic system: (OBSDS) 基于本体的证候诊断系统(OBSDS)

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333274

Haya Majid Qureshi, Maliha Qureshi

{"title":"Ontology based syndrome diagnostic system: (OBSDS)","authors":"Haya Majid Qureshi, Maliha Qureshi","doi":"10.1109/ICACS.2018.8333274","DOIUrl":"https://doi.org/10.1109/ICACS.2018.8333274","url":null,"abstract":"Disease Diagnosis is a process of assessment of all possible grounds for a set of symptoms to identify the disease in order to recommend treatment carried out by the physician all over the world. But, one of the major problems faced by medical experts in this process is in possessing a diverse amount of knowledge for better disease diagnosis. In the Past few years the use of Ontologies in Medical domain is basically focused on the representation of the Medical terminologies. Furthermore small number of Ontologies can be found in the domain of Syndrome. A syndrome can refer to the group of symptoms that suggest the presence of syndrome disease. There exist dependencies among causes and symptoms of syndrome diseases. We have proposed a Syndrome ontology model for disease diagnosis. We have done model formalization in Web Ontology language (OWL) and have handled reasoning upon ontology using SPARQL Query. Then apply evaluation matrices on these queries to evaluate the performance of our system. Ontology is developed in Protégé and use SPARQL interface which support various output formats. We use Apache Tomcat 7.0 since it is an online System. This system offer support for better medical decision in Syndrome Diagnosing.","PeriodicalId":128949,"journal":{"name":"2018 International Conference on Advancements in Computational Sciences (ICACS)","volume":"41 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114118443","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

Towards bearing health prognosis using generative adversarial networks: Modeling bearing degradation 基于生成对抗网络的轴承健康预测:轴承退化建模

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333495

S. Khan, Alexander E. Prosvirin, Jong-Myon Kim

{"title":"Towards bearing health prognosis using generative adversarial networks: Modeling bearing degradation","authors":"S. Khan, Alexander E. Prosvirin, Jong-Myon Kim","doi":"10.1109/ICACS.2018.8333495","DOIUrl":"https://doi.org/10.1109/ICACS.2018.8333495","url":null,"abstract":"Condition based maintenance of rotary machines is centered on bearings, as they are the leading source of breakdowns in induction motors used in the industry. The health prognosis of bearings primarily involves the estimation of its remaining useful life (RUL). The accurate modeling of a bearing's degradation is key to correctly estimating its RUL. This paper investigates using generative adversarial networks (GANs) for modeling the degradation behavior of a bearing. GANs are used to estimate generative models, which can be sampled directly to generate the future trajectory of a bearing's health indicator. In the GAN framework, two artificial neural networks, a generator network G and a discriminator network D, engage in a game, where the network G tries to fool the network D by generating samples of data that resemble real data. The training process of GANs finds the Nash equilibrium to this game. The proposed approach for generating future trajectories of a bearing's health indicator is tested using publicly available run-to-failure test data. The results of this preliminary study indicate that the GAN framework is effective in modeling the degradation behavior of bearings.","PeriodicalId":128949,"journal":{"name":"2018 International Conference on Advancements in Computational Sciences (ICACS)","volume":"343 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125773103","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: 21

Trust-based situation awareness: Agent-based versus population-based modeling a comparative study 基于信任的情境感知:基于主体与基于群体的建模比较研究

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333494

Zara Nasar, S. W. Jaffry

引用次数: 3

A parametric performance evaluation of SMDBRP and AEDGRP routing protocols in underwater wireless sensor network for data transmission 水下无线传感器网络中SMDBRP和AEDGRP路由协议的参数性能评价

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333484

U. Draz, Tariq Ali, S. Yasin, Noman Naseer, Umair Waqas

{"title":"A parametric performance evaluation of SMDBRP and AEDGRP routing protocols in underwater wireless sensor network for data transmission","authors":"U. Draz, Tariq Ali, S. Yasin, Noman Naseer, Umair Waqas","doi":"10.1109/ICACS.2018.8333484","DOIUrl":"https://doi.org/10.1109/ICACS.2018.8333484","url":null,"abstract":"More than seventy percent of the earth is sheltered by the water. Water region is not explored and not known what the condition of the earth in water. Underwater Research was limited due to the wired connection in last. Underwater wireless sensor networks (UWSNs) are a powerful discipline to explore and monitor the area of aquatic, rivers and submarine at-large place. UWSNs with hundreds of sensors information received from different locations and transmit the collected data to a particular user or hub, depending on the application and its requirements. There are different routing protocols that directly deploy the underwater environment which is used for data transmission between nodes. These routing protocols are: sink mobility depth based routing protocol (SMDBRP), aided efficient data gathering routing protocol (AEDGRP). For deep and shallow water, the node density plays a vital role in data transmission. Performance evaluation of routing protocols which are based on node density is depended upon these parameters: data delivery ratio, an end to end delay and data packet losses in communication. Network simulator NS-2 is used for this purpose. Our simulation results show that which routing protocol is best for data transmission in the respect of throughputs, data packet loss, and propagation delay. The result shows that the SMDBRP is preeminent work in the different situations.","PeriodicalId":128949,"journal":{"name":"2018 International Conference on Advancements in Computational Sciences (ICACS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128121847","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: 12

Voice morphing: An illusion or reality 声音变形:一种幻觉或现实

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333282

Ijaz Ahmed, A. Sadiq, Muhammad Atif, M. Naseer, Muhammad Adnan

引用次数: 0

A systematic mapping study on success factors of implementing measurement processes in SMEs 中小企业实施测量过程成功因素的系统映射研究

2018 International Conference on Advancements in Computational Sciences (ICACS) Pub Date : 2018-02-01 DOI: 10.1109/ICACS.2018.8333491

M. Noman, Touseef Tahir, G. Rasool

引用次数: 2