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Chaotic symbiotic organisms search for task scheduling optimization on cloud computing environment 云计算环境下混沌共生生物搜索任务调度优化
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075340
M. Abdullahi, Md. Asri Ngadi, Salihu Idi Dishing
{"title":"Chaotic symbiotic organisms search for task scheduling optimization on cloud computing environment","authors":"M. Abdullahi, Md. Asri Ngadi, Salihu Idi Dishing","doi":"10.1109/ICT-ISPC.2017.8075340","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075340","url":null,"abstract":"Recently, cloud computing have been witnessing high deployment rate of large scale scientific and business applications, this is due to the on-demand provisioning of shared pool of computational resources like networks, storage, and servers, it offers. Each of these applications is made up of various tasks whose execution determine the overall performance of the application. Task scheduling problem on cloud is an NP-hard problem, and thus task scheduling constitute one of the crucial aspects of resources management system in cloud computing, which ensures the attainment of the general user Quality of Service (QoS) performance in terms of response time, total execution time(makespan), throughput among others. In addition, appropriate task scheduling is effective in reducing the operational cost of cloud service providers in terms of energy consumption and resource utilization. This paper focuses on task scheduling problem using a novel Chaotic Symbiotic Organisms Search (CSOS) algorithm to minimize makespan and cost. The main idea is to prevent the premature convergence of SOS at early stages of optimization process by implementing a chaotic map, which enlarges the search space and provides diversity. The performance of the proposed CSOS algorithm is evaluated by extensive simulation using CloudSim toolkit simulation framework and compared with SOS and PSO. Simulation results reveal significant improvement in performance by the proposed CSOS in reducing cost and makespan, in task scheduling.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124851994","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: 22
Shortest-Path routing in spined cubes 脊状立方体中的最短路径路由
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075349
Kaito Satoh, K. Kaneko, Phan Thi Hong Hanh, Huynh Thi Thanh Binh
{"title":"Shortest-Path routing in spined cubes","authors":"Kaito Satoh, K. Kaneko, Phan Thi Hong Hanh, Huynh Thi Thanh Binh","doi":"10.1109/ICT-ISPC.2017.8075349","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075349","url":null,"abstract":"The spined cube is a variant of the hypercube and it provides a promising topology of interconnection networks for massively parallel systems. The diameter of the n-spined cube is almost equal to (n + 3) / 3, which is smallest among the variants of the hypercube. In this paper, we propose a shortest-path routing algorithm in spined cubes.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124652467","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
A study on modified PSO algorithm in cloud computing 云计算中改进粒子群算法的研究
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075341
M. F. Ngatman, J. Sharif, Md. Asri Ngadi
{"title":"A study on modified PSO algorithm in cloud computing","authors":"M. F. Ngatman, J. Sharif, Md. Asri Ngadi","doi":"10.1109/ICT-ISPC.2017.8075341","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075341","url":null,"abstract":"In today's IT industry, cloud computing has become trending and a driving force. Many services are offered by IT vendors and supported by service level agreements and uptime assurance such as storage services, computations and hosting services covering multiple continents. One of the challenging issues is to have efficient task scheduling algorithm for cloud computing. Particle Swarm Optimization (PSO) is among of the best scheduling algorithm in cloud computing. However, PSO has generated the first population, which is produced randomly. As randomness decreases the probability of the algorithm to converge to the best solution. This paper surveys the existing of modified PSO scheduling algorithms to solve randomly issue in cloud computing environment. The comparison shows that the modified algorithm successfully make some improvement compared with standard PSO.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124134257","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: 14
Propose an enhanced social support for B2C persuasive recommendation system in Malaysia 提出加强马来西亚B2C劝导式推荐系统的社会支持
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075358
S. Ali, Abdul Razak Che Husin
{"title":"Propose an enhanced social support for B2C persuasive recommendation system in Malaysia","authors":"S. Ali, Abdul Razak Che Husin","doi":"10.1109/ICT-ISPC.2017.8075358","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075358","url":null,"abstract":"Business to Consumer (B2C) business trends becomes more popular among Malaysian citizen. Nowadays, in the perspective of the globalization and localization of business, it is becoming gradually more important to have a proper understand on how to conduct business through electronic channel. Persuasive element in e-Commerce plays an important role in optimizing customers shopping experience in virtual life. This paper aim is to enhance social supports elements for B2C persuasive recommendation system. Persuasive System Design (PSD) model been used as a basic framework. PSD model consists of 4 elements, which are Primary Task Support, Dialog Support, Credibility Support and Social Support. There are total numbers of 28 features in all 4 PSD model elements. At the end of this paper, 3 features will be enhanced in social support element which initially had 7 features.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128057838","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
Bloody buddy: A biology game-based learning application 这是一款基于生物学游戏的学习应用
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075297
Varisara Kongvitayanont, Pattraporn Pipitrat, Kwansajee Sathong, Songsri Tangsripairoj
{"title":"Bloody buddy: A biology game-based learning application","authors":"Varisara Kongvitayanont, Pattraporn Pipitrat, Kwansajee Sathong, Songsri Tangsripairoj","doi":"10.1109/ICT-ISPC.2017.8075297","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075297","url":null,"abstract":"Bloody Buddy is a biology game-based learning application for stimulating students in learning and understanding biology content via animated game. It uses the concept of Game-Based Learning (GBL) to be a mechanism to attract a learner to feel interested and enthusiastic to study. Due to complex contents of biology and boredom of traditional learning, we have a motivation to design and develop a game application on android that can help a learner to understand structures, functions, and principles of important cells in the circulatory system and the immune system in human body. Moreover, the learner can develop memory and management skills from the application. The contents of the game are from biology subject for grade 12 in the Basic Education Core Curriculum B.E. 2551. The target group of Bloody Buddy is grade 12 students who are preparing for the entrance examination. The game supports both in Thai and English languages. The player will take a role of the character in the game and try to win the game while he or she will enjoy to study and gain biology knowledge.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131311834","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
The development of multi-platforms application for dengue-entomological surveillance system 登革热-昆虫监测系统多平台应用的开发
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075360
Noraini Ibrahim, T. Quan
{"title":"The development of multi-platforms application for dengue-entomological surveillance system","authors":"Noraini Ibrahim, T. Quan","doi":"10.1109/ICT-ISPC.2017.8075360","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075360","url":null,"abstract":"In Malaysia, entomological surveillance is locally applied to effectively monitor, prevent and control the dengue disease outbreaks. The team of Entomology and Pest Unit (EPU) from the State Health Office of Ministry of Health is the local division that is responsible to perform the dengue monitoring operational tasks. Nevertheless, the EPU team members are currently using the conventional and manual procedures in conducting the entomological surveillance activities. Therefore, there is a critical need to support the EPU team for the development of an automated entomological tool that should reduce the burden in manual interventions for data collection, analysis and reporting the results of entomological surveillance operations. The goal of this project is to develop multi-platforms application for Dengue-Entomological Surveillance (DES) system that will enhance and cost-effectively support the EPU team in their fieldwork especially during dengue surveillance missions. The DES system is expected to be integrated as an interactive mobile and hybrid web applications with three key features, namely: (i) automated real-time data collection for ovitrapping installation operations (ii) automated efficient ovitrapping data analysis, and (iii) automated effective report generation for overall dengue surveillance and control tasks. It is hoped that the developed DES system shall increase the efficiency of the EPU team in systematically performing the entomological surveillance operations, and contributes to the improvement of early detection and better mechanism to strategically prevent and control the dengue outbreaks.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127444255","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
Flood alerts system with android application 洪水警报系统与android应用程序
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075343
Mohamad Nazrin Napiah, M. Idris, I. Ahmedy, Md. Asri Ngadi
{"title":"Flood alerts system with android application","authors":"Mohamad Nazrin Napiah, M. Idris, I. Ahmedy, Md. Asri Ngadi","doi":"10.1109/ICT-ISPC.2017.8075343","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075343","url":null,"abstract":"Internet of things (IoT) is technology that connected anything and everything to the Internet. IoT is the newest technology rapidly widen in its usage. This technology brings new products such as disaster monitoring. Flood disaster is the main concern in Malaysia because every year there are flood occurred. We can use this technology to do monitoring activity that people are not able to do it in 24 hours and inform to the user in real time. In this paper, we propose IoT approach that known as flood alerts system with Android application. This system will monitor the potential drainage usually occur flooding and share the info in real time to people nearby.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129930135","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
Experiment of reinforcement learning with extremum seeking 基于极值搜索的强化学习实验
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075301
Megumi Miyashita, Ryo Hirotani, S. Yano, T. Kondo
{"title":"Experiment of reinforcement learning with extremum seeking","authors":"Megumi Miyashita, Ryo Hirotani, S. Yano, T. Kondo","doi":"10.1109/ICT-ISPC.2017.8075301","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075301","url":null,"abstract":"Recent studies pay attention to the similarity between black-box optimization problem and reinforcement learning (RL) problem. They expect that black-box optimization algorithm can solve RL problems. Among the black-box optimization algorithms, extremum seeking (ES) is a notable one. Two past studies implicitly solved RL problem using ES, but their problem settings were limited to linear deterministic system. In this study, we propose the novel algorithm to solve a more general RL problem using ES. Specifically, we employ a new objective function and online optimization technique to solve a problem with stochastic non-linear state transition environment. As experiment, the proposed method solves two tasks. First, it solves a robot arm task in order to compare with the previous method PoWER. Second, it solves the one-dimensional reaching task to know the effects of exploration manner. As a result, we found that our algorithm showed better performance in adaptability than PoWER, and clarified that the initial exploration noise strongly affects the direction of search.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128935651","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
Police personality classification using principle component analysis-artificial neural network 基于主成分分析-人工神经网络的警察人格分类
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075348
N. Radzi, Muhammad Sirajuddin Mazlan, N. Mustaffa, R. Sallehuddin
{"title":"Police personality classification using principle component analysis-artificial neural network","authors":"N. Radzi, Muhammad Sirajuddin Mazlan, N. Mustaffa, R. Sallehuddin","doi":"10.1109/ICT-ISPC.2017.8075348","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075348","url":null,"abstract":"Personality is the defining essence of an individual as it guides the way we think, act and interpret external stimuli. Classification of personality is important as it can serves as a framework in the job assignment task, particularly, in the high risk job including the Police Force. There are many attributes of individual traits but not all of them can be used to indicate individual personality. In this paper, two classification models were developed to predict individual personality for the Royal Malaysian police (RMP) based on Type A and Type B personality theory. Both classification models are based on Artificial Neural Network (ANN). But, the second model applied Principle Component Analysis or called as PCA-ANN model. The second classification model successfully reduces the number of personality features to six features compared to initial 10 features. Furthermore, PCA-ANN improves the classification accuracy to 98.6% compared to 94.4% classification accuracy found in the first ANN model.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130482045","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
Usability study of kitchen app with multimodal interaction among beginner & intermediate cookers 具有多模式交互的初级和中级厨师厨房应用程序的可用性研究
2017 6th ICT International Student Project Conference (ICT-ISPC) Pub Date : 2017-05-01 DOI: 10.1109/ICT-ISPC.2017.8075313
N. A. Ismail, N. Jaafar, Masitah Ghazali, Nurul Aiman Ab. Majid, Nur Zurriyyati Imani Zamri, Yohgamalar Naidu Gunasegaran
{"title":"Usability study of kitchen app with multimodal interaction among beginner & intermediate cookers","authors":"N. A. Ismail, N. Jaafar, Masitah Ghazali, Nurul Aiman Ab. Majid, Nur Zurriyyati Imani Zamri, Yohgamalar Naidu Gunasegaran","doi":"10.1109/ICT-ISPC.2017.8075313","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2017.8075313","url":null,"abstract":"This paper presents the usability study of a cooking application, KitchenGeek with a wearable device, Smart M between two user groups, beginner and intermediate cookers to test if the application and device lowers the gap of time taken for both of the user groups to complete the cooking tasks. The results of this paper indicates that KitchenGeek and Smart M did lower the gap of time taken for task completion and it helps beginners to cook better than not being able to cook at all. An independent-samples t-test was conducted to compare the score of beginner and intermediate groups of cooker. The result shows that there was no significant difference in time taken to complete all cooking tasks for beginner and intermediate group of cookers (p= 0.85). This research suggests that beginners should use KitchenGeek and Smart M to improve their cooking skills and they will be able to cook at the same rate as intermediate cookers.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131247043","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
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