Artikel Jurnal :: Kembali

Artikel Jurnal :: Kembali

A four-level linear discriminant analysis based service selection in the cloud environment

Pradeep Reddy C.H. (Faculty of Engineering, Universitas Indonesia, 2016)

 Abstrak

The cloud is an outstanding platform to deal with functionally equivalent services which are exponentially increasing day-by-day. The selection of services to meet the client requirements is a subtle task. The services can be selected by ranking all the candidate services using their network and non-network Quality-of-Service (QoS) parameters, which is formulated as a NP hard optimization problem. In this paper, we proposed a linear discriminant analysis (LDA) based a four level matching model for service selection based on QoS parameters, which includes description matching of a service, matchmaking phase, LDA-based QoS matching and ranking. The LDA-service selection agent is deployed on each cloud to classify services into classes and rank the services based on the aggregate QoS value of each service. Finally, the test results show the efficiency in service selection with minimal discovery overhead, significant reduction in the computation time and the number of candidate services to be considered.

 Metadata

Jenis Koleksi : Artikel Jurnal
No. Panggil : UI-IJTECH 7:5 (2016)
Entri utama-Nama orang :
Subjek :
Penerbitan : Depok: Faculty of Engineering, Universitas Indonesia, 2016
Sumber Pengatalogan : LibUI eng rda
ISSN : 20869614
Majalah/Jurnal : International Journal of Technology
Volume : Vol. 7, No. 5, July 2016: Hal. 859-870
Tipe Konten : text
Tipe Media : unmediated
Tipe Carrier : volume
Akses Elektronik : http://dx.doi.org/10.14716/ijtech.v7i5.3546
Institusi Pemilik : Universitas Indonesia
Lokasi : Perpustakaan UI, Lantai 4 R. Koleksi Jurnal
  • Ketersediaan
  • Ulasan
  • Sampul
No. Panggil No. Barkod Ketersediaan
UI-IJTECH 7:5 (2016) 08-23-63936830 TERSEDIA
Ulasan:
Tidak ada ulasan pada koleksi ini: 9999920529578
Cover