[PDF] Top 20 Big data in manufacturing: a systematic mapping study

... the study, and were deemed a relevant source of technology, engineering and industrial ...the study, along with the number of publications returned using the primary search ... See full document

... about Big Data analysis in smart manufacturing follows a top down structure as shown in Figure ...for Big Data analysis in smart ... See full document

... the papers is published in conferences and workshops. Any technique such as classification, clustering, association rule mining, regression analysis, genetic algorithms, and outlier analysis can be used for big ... See full document

... of Big Data poses numerous challenges from data storage to ...governing Big Data performance to perform a systematic ...most Big Data systems are written in Java, ... See full document

... Java vs C K-Means LRT-BSP affinity CE performance for 1 mil points with 1k,10k,50k,100k, and 500k centers on 16 nodes over varying threads and processes.. Java K-Means 1 mil points wit[r] ... See full document

... of data, and has since turned into the standard for putting away, handling and examining several terabytes, and even Petabyte of ...no data is too big to deal with conveyed design ... See full document

... managing data on the Web is a somewhat bold idea, but a much-needed one, since the lifecycle of data is being affected by bad publishing ...publishing data on the Wed [74], many producers still do ... See full document

... works (methodology, approach, tool), we can see that the methodologies were the predominant contribution in the current investigations with a total of 11 works. Second were the approaches with a total of 8 publica- ... See full document

... Solution Statement Apply the multidimensional multifaceted Ogre classification to characterize Big Data applications and benchmarks Study the benchmarking process in existing Big Data be[r] ... See full document

... and data access are mostly uniform and well aligned with those of the real ...of Big Data use cases, thus necessitating a particular Big Data benchmark identifying the class of problems ... See full document

... classifying big microarray ...biological data, in a human inter- pretable ...classify data into ...on big biomedical data shows that this method outperforms most of the existing ... See full document

... ‘Big Data’ is the fourth factor of production,” which examines the role of big data in decision ...of Big Data grows, executives are becoming increasingly wedded to numerical ... See full document

... automated data collection system was launched to measure the status of the United States pacification campaign in the villages and hamlets of South ...in mapping and computational statistics to ... See full document

... unstructured data such as web pages, images, and the like rather than more traditional structured data, such as tables that contain names and ...innovative Big Data technologies from the ... See full document

... external data sources as a means of sensing the marketplace and their position within ...external data brings additional context to their internal data allows a corporation to move up the analytic ... See full document

... underlying data complexity from the business users who can then use the BI tools graphical user interface to more easily query and explore the data (think self-service ...pre-built data model (schema ... See full document

... a data-mining company (DMC), Torch, approached the Department of Defense (DoD) and suggested it could help enhance security by analyzing information contained in the PNRs to identify per- sons seeking access to ... See full document

... all Big Data issues; it's just a good technique to use when large data needs to be divided into small chunks and distributed across servers that need to be processed in a parallel ...process ... See full document

... MapReduce can focus on what it does best: batch-mode data processing. YARN then can work as the operating system for the Hadoop cluster, serving requests from multiple applications instead of being limited to ... See full document

... and data services amongst ...The Study would focus on the current biggest Telecommunication network in Ghana; MTN and one Value Added Service Provider (VAS) who is also into software development and digital ... See full document