Artikel Jurnal :: Kembali

Artikel Jurnal :: Kembali

Database and bigdata processing system for analysis of ais messages in the netbaltic research project

Michal Lewczuk, Pawel Cichocki, Jozef Wozniak (TASK, 2017)

 Abstrak

ABSTRAK
A specialized database and a software tool for graphical and numerical presentation of maritime measurement results has been designed and implemented as part of the research conducted under the netBaltic project Internet over the Baltic Sea the implementation of a multi system, self organizing broadband communications network over the sea for enhancing navigation safety through the development of enavigation services. The developed software
allows tracing graphs of radio connections between shore stations and vessels offshore units, based on historical data including the traffic of ships and their specific parameters collected on the Baltic Sea during the last four years. It also enables preparation of data for network simulation experiments using AIS Automatic Identification of Ships and GPS Global Positioning System loggers installed on shore stations and vessels, taking into account a number of input parameters, such as: time range, coast station selection, ship flags based on MMSI numbers and types and ranges of possible communication technologies used WiFi, WiMax, Radwin, LTE, etc. The created tool has a multi layer architecture that utilizes the MariaDB SQL database, the Apache2 WEB server, and a number of PHP applications. The runtime environment has been built on Linux Debian version 8 and the HP C7000 cluster of the 16 CPU x86 64 architecture. The modularity of the application allows parallel processing and, therefore, optimization of the computing cluster. The database contains more than 70 million records which enables simulation of various topologies with multi hop transmissions and network operations depending on the transmission techniques being used. The database is fully scalable, and allows easy adding of further data
collected during subsequent measurement sessions. Additionally, the use of virtualization tools
facilitates the future migration to more efficient processing environments, in case of a significant
increase in the volume of data. The data recorded in the database allows calculation of statistics for the surveyed networks, and determining the incidence of potential network nodes e.g. by flag complete with their available communication techniques information which is important in determining structures of possible multi hop networks and their performance. The software finds routes for datagrams according to accepted criteria and exports results to a network traffic simulator, and as such is an important part of the framework used for planning next measurement campaigns and determining which communications equipment would be more suitable for vessels.

 Metadata

Jenis Koleksi : Artikel Jurnal
No. Panggil : 600 SBAG 21:4 (2017)
Entri utama-Nama orang :
Entri tambahan-Nama orang :
Penerbitan : [Place of publication not identified]: TASK, 2017
Sumber Pengatalogan : LibUI eng rda
ISSN : 14286394
Majalah/Jurnal : Scientific Bulletin of Academic Computer Centre in Gdanks
Volume : Vol. 21, No. 4, October 2017 : hal. 321-331
Tipe Konten : text
Tipe Media : unmediated
Tipe Carrier : volume
Akses Elektronik :
Institusi Pemilik : Universitas Indonesia
Lokasi : Perpustakaan UI, Lantai 4, R. Koleksi Jurnal
  • Ketersediaan
  • Ulasan
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No. Panggil No. Barkod Ketersediaan
600 SBAG 21:4 (2017) 03-19-617672311 TERSEDIA
Ulasan:
Tidak ada ulasan pada koleksi ini: 20496904
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