Skripsi

KOMPARASI PADA CLUSTERING DATA LOG BLOCKCHAIN PERFORMANCE MONITORING CITA DAN RABBITMQ DENGAN METODE MEAN SHIFT

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Penilaian

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CITA is a high-performance blockchain system for enterprises with 6 microservices (RPC, Auth, Consensus, Chain, Executor, Network) that exchange information through Message Bus. Message Bus uses RabbitMQ message broker platform for message queue processing. Both datasets in the form of hardware performance logs from CITA and RabbitMQ are clustering with the Mean Shift algorithm, which does not require the number of clusters, but only determines the maximum distance of centroid displacement through bandwidth calculation. The number of clusters estimated was 2 clusters, where CITA produced 7 samples and RabbitMQ 2 samples. The cluster evaluation with the highest silhouette score of CITA is 0.555 on the pair of features Network Received - Network Sent, while RabbitMQ is 0.648 on the pair of features CPU - V-Memory, this makes RabbitMQ cluster results superior compared to CITA.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
2307004826	T126531	T1265312023	Central Library (REFERENS)	Available but not for loan - Not for Loan

Detail Information

Series Title

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Call Number

T1265312023

Publisher

Indalaya : Jurusan Sistem Informasi, Fakultas Ilmu Komputer, Universitas Sriwijaya., 2023

Collation

xv, 55 hlm.; ilus.; 29 cm

Language

Indonesia

ISBN/ISSN

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Classification

658.02 07

Content Type

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Media Type

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Carrier Type

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Edition

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Subject(s)

Manajemen perusahaan
Jurusan Sistem Komputer

Specific Detail Info

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Statement of Responsibility

ANUG

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