THE IMPLEMENTATION OF PARALLEL DATA PROCESSING IN CLOUD SYSTEMS
Abstract
The methods of using cloud computing technology for the development of software that implements parallel processing of distributed data are considered. The method of parallel implementation of the JOIN operation based on the symmetric horizontal distribution principle is considered. There are descriptions of virtual software and hardware complexes that implement parallelization at the level of processing requests and at the level of the JOIN operation using Microsoft Azure. Experimental data confirming the effectiveness of the proposed approach are presented.
References
2. Redkar T., Guidici T. Windows Azure Platform, 2nd Edition. – APRESS, 2011. – P. 602.
3. Munerman V.I. Ob#ektno-orientirovannaja model' massovoj obrabotki dannyh // Sistemy vysokoj dostupnosti. – 2011. Tom 7, № 4. – S. 72-74.
4. Munerman V.I. Modeli obrabotki bol'shih ob#emov dannyh v sistemah massovogo parallelizma // Sistemy vysokoj dostupnosti. – 2013. Tom 9, № 1. – S. 35-43.
5. Posypkin M.A., Suhomlin V.A., Hrapov N.P. Kombinirovannye raspredelennye infrastruktury v nauke i obrazovanii // Sovremennye informacionnye tehnologii i IT-obrazovanie. – 2015. Tom 1, № 11. – 31-36.
6. Posypkin M.A. Grid-sistem iz personal'nyh komp'juterov v Rossii: tekushhee sostojanie i perspektivy // Sovremennye informacionnye tehnologii i IT-obrazovanie. – 2012. – № 8. – S. 951-957.
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