The Introduction of the Special Issue In daily life, human faces massive data, mainly social media data, which distributed become structured data and unstructured data, and plainly that It is easy to deal with structured data which are formed with row and column. On the other hand, it is not easy to deal for unstructured data such as text, voice, image, and movie where need to be changed become structured data in order to make easy its process. Obviously, dealing with those huge data will need high-end computer’s resources, and at the end of the day, the Artificial Intelligence (AI) algorithms need to be extended into parallel processing. All the AI algorithms such as Data Mining, Machine Learning, Deep Learning need to be extended in parallel condition including optimization algorithms such as Evolutionary algorithm(EA), Differential Evolution (DE), Genetic Algorithm (GA), Memetic Algorithm (MA) , Dragonfly algorithm(DA) and so forth. The extension of AI algorithms into parallel conditions will increase the performance and at the end of the day will help human for dealing in massive data. For example, intelligent surveillance, tracking, and crowdsourcing processes will be easy to be applied when in parallel conditions. Moreover, current hardware is equipped with more than one core processor such as dual-core, quad-core, octa core, and running nonparallel AI algorithms will make the non-single-core hardware in vain. Thus, extension the AI algorithms into parallel condition will use the non-single-core hardware effectively, where each core processor will fully running at the same time for increasing performance purpose.
The Research Scope of the Special Issue ·Parallel computing ·Distributed Computing ·High Performance Computing (HPC) ·Grid Computing ·Data Mining in HPC ·Machine Learning in HPC ·Deep Learning in HPC
Submission guidelines All papers should be submitted via the Probe -Computer Science and Information Technology submission system: http://probe.usp-pl.com/index.php/CSIT Submitted articles should not be published or under review elsewhere. All submissions will be subject to the journal’s standard peer review process. Criteria for acceptance include originality, contribution, scientific merit and relevance to the field of interest of the Special Issue.
Important Dates Paper Submission Due: October , 2019
The Lead Guest Editor Harco Leslie Hendric Spits Warnars Harco Leslie Hendric Spits Warnars is Head of Concentration of Information Systems at Doctor of Computer Science (DCS) Bina Nusantara university. He has Bachelor degree in Computer Science in Information Systems field from STMIK Budi Luhur, Jakarta Selatan, Indonesia with title S.Kom (Sarjana Komputer) between 1991-1995 with bachelor thesis topic about information systems. Between 2004-2006 he continued his Master degree in Computer Science with major field Information Technology in University Indonesia, Indonesia with degree title M.T.I. (Magister Teknologi Informasi) with master thesis topic about Datawarehouse. His PhD Computer Science was done in The Manchester Metropolitan University, Manchester, United Kingdom, with Phd Thesis topic about Data Mining between 2008-2012. He has been teaching computer science subjects since 1995. He has Indonesian national lecturer degree Lektor Kepala (550) since 2007 which recognized as Associate Professor. He had awarded some research grants such as : Program of research incentive of national innovation system (SINAS) from Ministry of Research, Technology and Higher Education of the Republic of Indonesia and Incentives article in the International Journal from directorate of research and community service, Ministry of Research, Technology and Higher Education of the Republic of Indonesia. He is member of some professional membership such as IEEE (Institute of Electrical and Electronics Engineers) since 2011, member number : 92305834, SDIWC ( The Society of Digital Information and Wireless Communication) member ID:3518 since March 2014, IAENG (International Association of Engineers) member number: 140849 since April 2014, IACSIT (International Association of Computer Science and Information Technology) senior member since jan 2014, INSTICC (the Institute for Systems and Technologies of Information, Control and Communication) member number 5279 since June 2014. |
