{"title":"Optimization of Columnar NoSQL Data Warehouse Model with Clarans Clustering Algorithm","authors":"N. Soussi","doi":"10.31577/cai_2023_3_762","DOIUrl":"https://doi.org/10.31577/cai_2023_3_762","url":null,"abstract":". In order to perfectly meet the needs of business leaders, decision-makers have resorted to the integration of external sources (such as Linked Open Data) in the decision-making system in order to enrich their existing data warehouses with new concepts contributing to bring added value to their organizations, enhance its productivity and retain its customers. However, the traditional data warehouse environment is not suitable to support external Big Data. To deal with this new challenge, several researches are oriented towards the direct conversion of classical relational data warehouse to a columnar NoSQL data warehouse, whereas the existing advanced works based on clustering algorithms are very limited and have several shortcomings. In this context, our paper proposes a new solution that conceives an optimized columnar data warehouse based on CLARANS clustering algorithm that has proven its effectiveness in generating optimal column families. Experimental re-sults improve the validity of our system by performing a detailed comparative study between the existing advanced approaches and our proposed optimized method.","PeriodicalId":55215,"journal":{"name":"Computing and Informatics","volume":"2 1","pages":"762-780"},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70010172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Learning to Translate Kannada and English Queries for Mixed Script Information Retrieval","authors":"S. SowmyaLakshmiB., R. ShambhaviB.","doi":"10.31577/cai_2021_3_628","DOIUrl":"https://doi.org/10.31577/cai_2021_3_628","url":null,"abstract":"","PeriodicalId":55215,"journal":{"name":"Computing and Informatics","volume":"40 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70009850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Real Time Mobile Ad Investigator: An Effective and Novel Approach for Mobile Click Fraud Detection","authors":"Iroshan Aberathne, C. Walgampaya","doi":"10.31577/cai_2021_3_606","DOIUrl":"https://doi.org/10.31577/cai_2021_3_606","url":null,"abstract":"","PeriodicalId":55215,"journal":{"name":"Computing and Informatics","volume":"40 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70009832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Virtual Machine Deployment Strategy Based on Improved PSO in Cloud Computing","authors":"Shanchen Pang, Dong Dekun, Shuyu Wang","doi":"10.31577/cai_2020_1-2_83","DOIUrl":"https://doi.org/10.31577/cai_2020_1-2_83","url":null,"abstract":"Energy consumption is an important cost driven by growth of computing power, thereby energy conservation has become one of the major problems faced by cloud system. How to maximize the utilization of physical machines, reduce the number of virtual machine migrations, and maintain load balance under the constraints of physical machine resource thresholds that is the effective way to implement energy saving in data center. In the paper, we propose a multi-objective physical model for virtual machine deployment. Then the improved multi-objective particle swarm optimization (TPSO) is applied to virtual machine deployment. Compared to other algorithms, the algorithm has better ergodicity into the initial stage, improves the optimization precision and optimization efficiency of the particle swarm. The experimental results based on CloudSim simulation platform show that the algorithm is effective at improving physical machine resource utilization, reducing resource waste, and improving system load balance.","PeriodicalId":55215,"journal":{"name":"Computing and Informatics","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2020-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47835857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Parallel Peer Group Filter for Impulse Denoising in Digital Images on GPU","authors":"José Agustín Tortolero Osuna, A. J. Rosales Silva","doi":"10.31577/cai_2019_6_1320","DOIUrl":"https://doi.org/10.31577/cai_2019_6_1320","url":null,"abstract":"","PeriodicalId":55215,"journal":{"name":"Computing and Informatics","volume":"1 1","pages":""},"PeriodicalIF":0.7,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70009619","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Review of Smart Contracts for Cloud-Based Manufacturing","authors":"A. H. Afridi","doi":"10.31577/cai_2022_1_34","DOIUrl":"https://doi.org/10.31577/cai_2022_1_34","url":null,"abstract":"","PeriodicalId":55215,"journal":{"name":"Computing and Informatics","volume":"41 1","pages":"34-55"},"PeriodicalIF":0.7,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70009914","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}