Nalazite se na CroRIS probnoj okolini. Ovdje evidentirani podaci neće biti pohranjeni u Informacijskom sustavu znanosti RH. Ako je ovo greška, CroRIS produkcijskoj okolini moguće je pristupi putem poveznice www.croris.hr
izvor podataka: crosbi !

Point Cloud Processing on Apache Spark platform (CROSBI ID 638973)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Pajić, Vladimir ; Govedarica, Miro ; Galić, Zdravko ; Alargić, Ivan Point Cloud Processing on Apache Spark platform // Zbornik radova YUINFO 2015 / Ivković, Miodrag (ur.). Beograd: Društvo za informacione sisteme i računarske mreže, 2015. str. 127-130

Podaci o odgovornosti

Pajić, Vladimir ; Govedarica, Miro ; Galić, Zdravko ; Alargić, Ivan

hrvatski

Point Cloud Processing on Apache Spark platform

Modern geoinformation technologies for data acquisition and processing, such as laser scanning and photogrammetry, can generate point clouds which contains hunderds of millions or billions 3D points. Efficient management of such amount of data requires techniques based on cluster of computers. Apache Spark is the new software framework for parallel processing of large amounts of data. It is designed to retain scalability and fault tollerance of MapReduce and support applications which could not be implemented efficiently with MapReduce. This paper presents the results of our research on the processing of point clouds on Apache Spark framework. The main topic covered is the partition and distribution of data on a cluster of computers in order to achieve maximum efficiency. Also, the various approaches for spatial indexing of point clouds are presented because it is closely related to the problem of data partition.

Distributed processing; Cloud computing; MapReduce; Point Cloud

nije evidentirano

engleski

Point Cloud Processing on Apache Spark platform

nije evidentirano

Distributed processing; Cloud computing; MapReduce; Point Cloud

nije evidentirano

Podaci o prilogu

127-130.

2015.

nije evidentirano

objavljeno

978-86-85525-15-5

Podaci o matičnoj publikaciji

Zbornik radova YUINFO 2015

Ivković, Miodrag

Beograd: Društvo za informacione sisteme i računarske mreže

Podaci o skupu

21 Conference YUINFO 2015

predavanje

08.03.2015-11.03.2015

Kopaonik, Srbija

Povezanost rada

Računarstvo