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Intelligent Strategy of Allocation resource for Cloud Datacenter Based on MAS & CP approach 基于MAS和CP方法的云数据中心资源智能分配策略
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129197
Soltane Merzoug, O. Kazar, M. Derdour
{"title":"Intelligent Strategy of Allocation resource for Cloud Datacenter Based on MAS & CP approach","authors":"Soltane Merzoug, O. Kazar, M. Derdour","doi":"10.1145/3129186.3129197","DOIUrl":"https://doi.org/10.1145/3129186.3129197","url":null,"abstract":"The massive diffusion of Cloud services in the internet led to increasing demands of services and cloud infrastructure are conduct to an increasing in energy consumption in data centers, which has presents interesting great challenge. In this paper, we propose new strategy of allocation resources, with intelligent management of resources our approach based on constraint programming (CP), according to the autonomous resources allocation using multi-agent systems (SMA). At First, we make a literature review of various solutions that have been proposed in order to optimize Cloud energy consumption; Second, we offer a logical solution to manage physical and virtual resources in data center. Thirdly to validate our approach we use omnet and Ican cloud to implement all scenario of simulation. At the end, we conclude this paper by future work","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114976575","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
Applying Clustering Algorithms to Solve E-learning Problems 应用聚类算法解决电子学习问题
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129195
Larbi Omar, Bassou Abdesselam
{"title":"Applying Clustering Algorithms to Solve E-learning Problems","authors":"Larbi Omar, Bassou Abdesselam","doi":"10.1145/3129186.3129195","DOIUrl":"https://doi.org/10.1145/3129186.3129195","url":null,"abstract":"Several researches have been carried out in the field of the analysis of traces in a digital learning environment. The usage of e-learning platform produce large volumes of usage trace from the various actions performed by a user. However, to exploit these data, compare and improve performance, several issues are raised, to remedy this, several works that deal with this problematic are current nowadays. This research studied a series of questions about the format and the description of the data to be processed. Our goal is to share thoughts on these issues by presenting our experience in the analysis of trace-based log files, to compare several approaches used in automatic non supervised classification applied to e-learning platforms. The results and the model used is presented and discussed. Finally the encountered difficulties are presented.","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"35 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130766629","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
Fall Detection using Head Tracking and Centroid Movement Based on a Depth Camera 基于深度相机的头部跟踪和质心运动跌倒检测
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129192
Fairouz Merrouche, N. Baha
{"title":"Fall Detection using Head Tracking and Centroid Movement Based on a Depth Camera","authors":"Fairouz Merrouche, N. Baha","doi":"10.1145/3129186.3129192","DOIUrl":"https://doi.org/10.1145/3129186.3129192","url":null,"abstract":"The number of elderly people living alone has increased over the las1t years and fall is one of major risks that threaten their lives. A fall detection system has become a requirement and computer vision is an efficient solution among many accurate solutions developed in this field. This paper proposes a novel method vision-based fall detection using depth camera, which combines human shape analysis, head tracking and centroid detection to validate falls. An experimental test done with SDUFall dataset which contains 20 subjects performing five daily activities and falls demonstrates the efficiency of our method, achieving up to 93.25% accuracy compared with the state-of-the-art method using the same dataset.","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126683990","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: 8
Towards A Hospital Ubiquitous Learning System Based Agents 基于智能体的医院泛在学习系统研究
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129198
Soufiane Boudabous, O. Kazar, Mohammed Ridda Laouar
{"title":"Towards A Hospital Ubiquitous Learning System Based Agents","authors":"Soufiane Boudabous, O. Kazar, Mohammed Ridda Laouar","doi":"10.1145/3129186.3129198","DOIUrl":"https://doi.org/10.1145/3129186.3129198","url":null,"abstract":"One of the hospital's daily life challenges is providing to patients, medical staff and visitors the proper instructions specifically. In order to render it easy and smooth, we should ask the medical staffs, patients and visitors to go to the hospital education and learning within the diversity of possible information and communication technologies solutions. We designed a system based on a ubiquitous learning scenario. MASUL have been developed on the basis of this solution, which aims to train participants on the use of ubiquitous learning systems.","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122372680","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
Using the SPEM 2.0 kind-based extension mechanism to define the SPEM4MDE metamodel 使用基于类型的SPEM 2.0扩展机制来定义SPEM4MDE元模型
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129199
Samba Diaw, M. Cisse, A. Bah
{"title":"Using the SPEM 2.0 kind-based extension mechanism to define the SPEM4MDE metamodel","authors":"Samba Diaw, M. Cisse, A. Bah","doi":"10.1145/3129186.3129199","DOIUrl":"https://doi.org/10.1145/3129186.3129199","url":null,"abstract":"The objective 1 of the OMG's standard SPEM is to propose shared concepts for describing software and even systems processes. The SPEM 2.0 metamodel proposes concepts that are quite generic to describe model-driven development processes. Indeed, the artifacts of those processes are essentially models and relationships between them are numerous (e.g. impact, matching, overlap and so on). We notice that is difficult to have a process modeling language that is suitable to define any kind of process including MDE ones. To overcome this lack, we propose in this paper an extension of SPEM4MDE based on the SPEM 2.0 kind-based extension mechanism. It allows process designer to refine SPEM concepts in order to define the model-driven processes. To illustrate our approach, the MDE-based VUML process for models composition has been used.","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126248316","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
Evaluation of QoS parameters with RPL protocol in the Internet of Things 基于RPL协议的物联网QoS参数评估
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129204
S. Maamar
{"title":"Evaluation of QoS parameters with RPL protocol in the Internet of Things","authors":"S. Maamar","doi":"10.1145/3129186.3129204","DOIUrl":"https://doi.org/10.1145/3129186.3129204","url":null,"abstract":"The objective of this work is to present an analysis of RPL Routing protocol for Low-Power and Lossy Networks (LLNs) in the Internet of Things (IoT) and to determine the adequate working mode between storing and non-storing. Objects in LLNs networks have limited processing power such as battery and memory. The study examined the behavior of RPL towards some number of quality of service parameters in Wireless Sensor Networks (WSNs). Simulations are conducted under ContikiCooja Simulator. Results show that non-storing mode has better results in terms of delay and loss rate, but the storing mode consumes less energy.","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127646679","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
Impact of Interferences on the link disconnection probability in Ad hoc networks 干扰对Ad hoc网络中链路断开概率的影响
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129194
Karima Adel-Aissanou, D. Aissani, Yasmina Smail
{"title":"Impact of Interferences on the link disconnection probability in Ad hoc networks","authors":"Karima Adel-Aissanou, D. Aissani, Yasmina Smail","doi":"10.1145/3129186.3129194","DOIUrl":"https://doi.org/10.1145/3129186.3129194","url":null,"abstract":"The aim of this work is the study of the impact of interferences on the link disconnection probability in Ad hoc networks. We first calculated the critical distance for successful transmission. Then we modeled the motion of an ad hoc nodes using a Markov process of {Xn} ({Yn}), and under the assumption that the Hello messages arrive according to a Poisson process with rate λ, we calculated the probability that a link becomes unavailable by exploiting data Hello messages like node position and node speed.","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"690 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123052887","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
ARAACOM: ARAbic Algerian Corpus for Opinion Mining 阿拉伯语阿尔及利亚语意见挖掘语料库
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129193
Hichem Rahab, Abdelhafid Zitouni, M. Djoudi
{"title":"ARAACOM: ARAbic Algerian Corpus for Opinion Mining","authors":"Hichem Rahab, Abdelhafid Zitouni, M. Djoudi","doi":"10.1145/3129186.3129193","DOIUrl":"https://doi.org/10.1145/3129186.3129193","url":null,"abstract":"Nowadays, it is no more needed to do an enormous effort to distribute a lot of forms to thousands of people and collect them, then convert this from into electronic format to track people opinion about some subjects. A lot of web sites can today reach a large spectrum with less effort. The majority of web sites suggest to their visitors to leave backups about their feeling of the site or events. So, this makes for us a lot of data which need powerful mean to exploit. Opinion mining in the web becomes more and more an attracting task, due the increasing need for individuals and societies to track the mood of people against several subjects of daily life (sports, politics, television,...). A lot of works in opinion mining was developed in western languages especially English, such works in Arabic language still very scarce. In this paper, we propose our approach, for opinion mining in Arabic Algerian news paper.","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123186772","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: 9
Using Learning Styles MBTI Model to Adapt Learning 运用学习风格MBTI模型适应学习
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129205
Said Talhi, Amel Behaz
{"title":"Using Learning Styles MBTI Model to Adapt Learning","authors":"Said Talhi, Amel Behaz","doi":"10.1145/3129186.3129205","DOIUrl":"https://doi.org/10.1145/3129186.3129205","url":null,"abstract":"The objective of this paper is to present an adaptive learning system that uses rule based reasoning to determine learning objects that are suited to student skill level. We use the MBTI model (Myers-Briggs Type Indicator) for the consideration of learning styles of learners as a criterion for adaptation.","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124256619","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: 4
Impact on Inter-Vehicular Communication Performance on Different Traffic Mobility Model: A Case Study of Ad Hoc On-Demand Distance Vector Routing Protocol 不同交通移动性模型对车际通信性能的影响——以Ad Hoc按需距离矢量路由协议为例
Proceedings of the International Conference on Computing for Engineering and Sciences Pub Date : 2017-07-22 DOI: 10.1145/3129186.3129188
Taofeek A. O. Yusuf, D. Altilar
{"title":"Impact on Inter-Vehicular Communication Performance on Different Traffic Mobility Model: A Case Study of Ad Hoc On-Demand Distance Vector Routing Protocol","authors":"Taofeek A. O. Yusuf, D. Altilar","doi":"10.1145/3129186.3129188","DOIUrl":"https://doi.org/10.1145/3129186.3129188","url":null,"abstract":"One of the recent developing technologies of our time is the Vehicle Ad Hoc Network popularly known as VANET which integrates ad hoc wireless network and Cellular technology for achieving intelligent inter-vehicular communication. This is projected towards improving driver and passenger's comfort, safety and road traffic efficiency. Inter-vehicular communication is made possible by passing a message from one vehicle to another through using a reliablerouting protocol. The usage of efficient and reliable routing protocol has created many research areas for Researchers and has helped to ensure end-to-end packet delivery in recent times, regardless of the incessant changing network topology of Vehicle Ad Hoc Network. In this research, Ad hoc On Demand Distance Vector RoutingProtocol (AODV) was evaluated against some network performance metrics, such as Packet data loss, Packet delay and throughput using CityMob traffic generator, which is one of the most popular vehicular traffic mobility generators, for generating mobility for the communicating vehicular nodes. We created some communicating vehicular nodes and tested them in different traffic mobility scenarios using AODV routing protocol as our case study. The results we got were far from being verbose as we simulated close to real life traffic mobility and showed that AODV routing protocol thrives better in Simple and Highway traffic mobility model as compared to Improved Manhattan traffic mobility model.","PeriodicalId":405520,"journal":{"name":"Proceedings of the International Conference on Computing for Engineering and Sciences","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132505948","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
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