Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 3 No 4 (2019): April 2019

Pengembangan Personal Data Analitik Menggunakan PHP-ML dan Apache Spark pada IoT Cloud Apps

Ahmad Riyadh Al Faathin (Fakultas Ilmu Komputer, Universitas Brawijaya)
Eko Sakti Pramukantoro (Fakultas Ilmu Komputer, Universitas Brawijaya)
Fariz Andri Bachtiar (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
06 Feb 2019

Abstract

The Internet of things has systems and devices to monitor objects, collect and forward data. Diverse data will be collected using sensors then forwarded to stored in data storage. Data on IoT is generally low density data or does not have a lot of usefulness value if no analysis and visualization is carried out, besides that the data collected usually has specific goals and objectives according to user needs. Therefore we need a system that can store diverse data, perform data analysis and also personalize each IoT service needed. The researcher will focus the research on building a framework that is able to answer these problems, so that a data storage, analytic data and visualization webservice will be built in which a personal approach will be developed. System performance testing is done in terms of functional, scalability, response time for storing and retrieving data. The results of functional testing found that the framework system developed was running in accordance with its function in storing various data into data storage, performing data analysis and also personalizing service based on user needs. In addition, based on scalability testing that has been done shows that the system has a pretty good ability. Based on these results, this system can be a solution to IoT problems in the cloud

Copyrights © 2019






Journal Info

Abbrev

j-ptiik

Publisher

Subject

Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

Description

Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian ...