Analisa dan Implementasi Clustering pada Data Mining dengan Open Mosix Cluster

ABSTRAKSI: Clustering data mining terhadap data set yang sangat besar dan multidimensi, memerlukan waktu yang cukup lama jika dikerjakan oleh satu komputer. Teknologi PC Cluster mampu meningkatkan performansi (waktu eksekusi) clustering data mining karena proses clustering dikerjakan oleh beberapa komputer. Teknologi PC Cluster yang digunakan adalah Open Mosix dan MPI (Message Parsing Interface). Sedangkan untuk clustering data mining menggunakan algoritma MAFIA (for Merging of Adaptive Finite Intervals).
Pengujian dilakukan dengan membandingkan performansi clustering data mining menggunakan satu komputer, Open Mosix Cluster, MPI Cluster dan perpaduan Open Mosix dengan MPI Cluster. Dari hasil pengujian diperoleh kesimpulan, performansi clustering meningkat ketika dijalankan diatas Open Mosix Cluster, MPI Cluster dan perpaduan Open Mosix dengan MPI Cluster. Perpaduan Open Mosix dengan MPI Cluster memberikan peningkatan performansi clustering data mining terbaik.
Kata Kunci : open mosix, MPI, clustering, data mining, MAFIAABSTRACT: Clustering very large and multidimensional data set in data mining, requiring a fairly long time if done by a computer. PC Cluster technology is able to increase the performance (execution time) because of clustering process is done by several computers. The Open Mosix and MPI (Message Parsing Interface) is PC Cluster technology which is used. For the clustering data mining algorithm using MAFIA (for Merging of adaptive Finite Intervals).
Tests conducted to compare performance with the clustering data mining using a computer, the Open Mosix Cluster, the MPI Cluster and combination between the Open Mosix and the MPI Cluster. From the test results, conclusions obtained, clustering performance improved when run over the Open Mosix Cluster, the MPI Cluster and combination between the Open Mosix and the Open MPI Cluster. Blend with combination between the Open Mosix and the MPI Cluster provide the best increased performance clustering data mining.
Keyword: open mosix, MPI, clustering, data mining, MAFIA