MONITORING LOAD PROCESSOR DAN JARINGAN PADA CLOUD COMPUTING DENGAN FUZZY LOGIC

RESTU, TAMARA KHARISMA and Setiawan, Deris and Ahmad, Heryanto (2019) MONITORING LOAD PROCESSOR DAN JARINGAN PADA CLOUD COMPUTING DENGAN FUZZY LOGIC. Undergraduate thesis, Universitas Sriwijaya.

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Abstract

LOAD PROCESSOR AND NETWORK MONITORING IN CLOUD COMPUTING WITH FUZZY LOGIC Tamara Kharisma Restu (09011281419045) Dept. of Computer Engineering, Faculty of Computer Science, Sriwijaya University Email : tamara.khares@gmail.com Abstract Monitoring on the Cloud is important to detect anomalies. Cloud performance are influenced by Processor, RAM, and hard disk speed installed on the Cloud. This study aims to monitor Cloud Performance with several scenarios using Fuzzy Logic. The steps of this study are to build a Cloud Topology, perform a brute force and DDos attacks on the Cloud, and install large files on the Cloud Server. Based on the tests that have been carried out, in a brute force attack scenario shows that Cloud Performance is in the Normal category with 832 MB RAM usage, 32% CPU usage, and 233 MB/s hard disk speed. In a scenario with DDoS attacks shows Cloud Performance is in the Light category with 943 MB RAM usage, 17% CPU usage, and hard disk speed of 80 MB/s. In the large file upload scenario shows Cloud Performance included in the Heavy category with 981 MB RAM usage, 42% CPU usage and hard disk speed of 7422 MB/s. Keyword : Cloud Performance, Brute Force, Fuzzy Logic, DDoS

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: Cloud Performance, Brute Force, Fuzzy Logic, DDoS
Subjects: Q Science > QA Mathematics > QA75-76.95 Calculating machines > QA75 Electronic computers. Computer science
T Technology > T Technology (General) > T57.6-57.97 Operations research. Systems analysis > T57.6.A2-Z General works Simulation Cf. QA76.9.C65 Computer science Cf. TA343 Engineering mathematics
Divisions: 09-Faculty of Computer Science > 56201-Computer Systems (S1)
Depositing User: Users 357 not found.
Date Deposited: 01 Aug 2019 13:07
Last Modified: 07 Nov 2019 02:56
URI: http://repository.unsri.ac.id/id/eprint/1521

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