Towards a framework for large-scale multimedia data storage and processing on Hadoop platform

Operational Efficiencies and Simulated Performance of Big Data Analytics Platform over Billions of Patient Records of a Hospital System

“…Additionally, for improved efficiency, the platform used native libraries because Hadoop needs to be recompiled from source [19,22,23,30,61,[63][64]. Compression of HBase store files reduced the performance by ~100 minutes from 399 to 299 minutes on average.…”

Research on Communication Resource Management System based on Metamaterials

“…Automated triage can relieve developers from such boring work. Existing work treats bug triage as a text categorization problem [4][5]. We use the Latent Dirichlet Allocation (LDA) model to reduce the dimension of documents, and then classify the bug reports to implement bug triage.…”

Exploration of Application Oriented Talent Training Mode of Material Science in Colleges and Universities

“…Only when sticking to the characteristics, general colleges and standards can form a brand and being competent in fierce competitive environment. Taking full advantage of the special characteristics of schools and the social demand, setting multidisciplinary specialty as well as urgently wanting specialty, teaching students according to their aptitude with classified guidance, and determining the cultivation direction based on individual personality can help to improve students' employment ability [7][8]. Our a-priori goal was to create an active and fluid environment, wherein learners could engage with the curriculum on multiple cognitive dimensions.…”