{"id":746,"date":"2021-03-22T10:58:51","date_gmt":"2021-03-22T10:58:51","guid":{"rendered":"https:\/\/casm.lums.edu.pk\/?p=746"},"modified":"2021-03-22T10:58:52","modified_gmt":"2021-03-22T10:58:52","slug":"big-data-modeling-simulation-computational-platform-and-holistic-approaches-for-the-fourth-industrial-revolution","status":"publish","type":"post","link":"https:\/\/casm.lums.edu.pk\/index.php\/2021\/03\/22\/big-data-modeling-simulation-computational-platform-and-holistic-approaches-for-the-fourth-industrial-revolution\/","title":{"rendered":"Big Data, Modeling, Simulation, Computational Platform and Holistic approaches for the Fourth Industrial Revolution"},"content":{"rendered":"\n

By Dr. Norma Binti Alias<\/strong> <\/p>\n\n\n\n

Associate Professor, University Technology Malaysia<\/em><\/p>\n\n\n\n

Date: November 08, 2917<\/strong><\/p>\n\n\n\n

\u00a0Time: 3:30 pm-4:30 pm<\/strong><\/p>\n\n\n\n

\n

Venue: Maths Conference Room 9-147, Ist<\/sup> floor, SBASSE<\/strong><\/p>\n<\/div><\/div>\n\n\n\n

Abstract<\/strong><\/p>\n\n\n\n

Naturally, the mathematical process starts from proving the existence and uniqueness of the solution by the using the theorem, corollary, lemma, proposition, dealing with the simple and non-complex model. Proving the existence and uniqueness solution are guaranteed by governing the infinite amount of solutions and limited to the implementation of a small-scale simulation on a single desktop CPU. Accuracy, consistency and stability\u00a0were easily controlled\u00a0by a small\u00a0data\u00a0scale. However, the fourth industrial can be described the mathematical process as the advent of cyber-physical systems involving entirely new capabilities for researcher and machines (Xing, 2017). In numerical perspective, the fourth industrial revolution\u00a0(4iR)\u00a0required the transition from a uncomplex model\u00a0and\u00a0small scale simulation to complex model and\u00a0big\u00a0data\u00a0for visualizing the real-world application in digital dialectical and exciting opportunity. Thus, a\u00a0big\u00a0data\u00a0analytics and its classification are a problem solving for these limitations. \u00a0 Some applications of\u00a04iR\u00a0will highlight the extension version in terms of models, derivative and discretization, dimension of space and time, behavior of initial and boundary conditions, grid generation,\u00a0data\u00a0extraction, numerical method and image processing with high resolution feature in numerical perspective. In statistics, a\u00a0big\u00a0data\u00a0depends on\u00a0data\u00a0growth however, from numerical perspective, a few classification strategies will be investigated deals with the specific classifier tool. \u00a0This paper will investigate the conceptual framework for a\u00a0big\u00a0data\u00a0classification, governing the mathematical\u00a0modeling, selecting the superior numerical method, handling the large sparse simulation and investigating the parallel computing on high performance computing (HPC) platform. The conceptual framework will benefit to the\u00a0big\u00a0data\u00a0provider, algorithm provider and system analyzer to classify and recommend the specific strategy for generating, handling and analyzing the\u00a0big\u00a0data. All the perspectives take a holistic view of technology. Current research, the particular conceptual framework will be described in holistic terms. 4iR has\u00a0ability to take a holistic approach to explain an important of\u00a0big\u00a0data, complex\u00a0modeling, large sparse simulation and high performance computing platform.\u00a0Numerical analysis and parallel performance evaluation are the indicators for performance investigation of the classification strategy. This research will benefit to obtain an accurate decision, predictions and\u00a0trending practice on how to obtain the approximation solution for science and engineering applications. As a conclusion,\u00a0classification strategies for generating a fine granular mesh, identifying the root causes of failures and issues in real time solution. Furthermore, the\u00a0big\u00a0data-driven and\u00a0data\u00a0transfer\u00a0evolution\u00a0towards high speed of technology transfer to boost the economic and social development for the 4iR (Xing, 2017; Marwala et al., 2017).<\/p>\n\n\n\n

About the Speaker<\/strong><\/p>\n\n\n\n

Dr Norma hold her PhD degree in Industrial Computing: Parallel Computing  from University Kebangsaan Malaysia (2004). Her field of specialization is Industrial Computer, Numerical Computation, Scientific Computing, High Performance Computing on Distributed Parallel Computer Systems, Grid Computing and software development .Currently she is an Associate Professor at University Technology Malaysia. <\/p>\n","protected":false},"excerpt":{"rendered":"

By Dr. Norma Binti Alias Associate Professor, University Technology Malaysia Date: November 08, 2917 \u00a0Time: 3:30 pm-4:30 pm Abstract Naturally, the mathematical process starts from proving the existence and uniqueness of the solution by the using the theorem, corollary, lemma, proposition, dealing with the simple and non-complex model. Proving the existence and uniqueness solution are guaranteed …<\/p>\n

Big Data, Modeling, Simulation, Computational Platform and Holistic approaches for the Fourth Industrial Revolution<\/span> Read More »<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[10],"tags":[],"_links":{"self":[{"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/posts\/746"}],"collection":[{"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/comments?post=746"}],"version-history":[{"count":1,"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/posts\/746\/revisions"}],"predecessor-version":[{"id":747,"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/posts\/746\/revisions\/747"}],"wp:attachment":[{"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/media?parent=746"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/categories?post=746"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/casm.lums.edu.pk\/index.php\/wp-json\/wp\/v2\/tags?post=746"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}