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Realizacja przetwarzania w chmurze obliczeniowej na przykładzie systemu uczenia sieci neuronowej opartego na technologii Microsoft Windows Azure
| Content Provider | Semantic Scholar |
|---|---|
| Author | Augustyn, Dariusz Rafal Badura, Kamil |
| Copyright Year | 2012 |
| Abstract | The paper presents the system for neural network learning based on the idea of Cloud computing. System implementation uses Microsoft Windows Azure technology. The well-known learning algorithm i.e. back propagation method was adopted for parallel and distributed execution. The architecture of cooperative worker role processes was proposed. The paper describes applying of methods of data storage like Windows Azure Table, Queue, Blob. The advantages of parallelization result from either applying multiple processes (instances) of WorkerRoles or applying Parallel Extension for .NET module in WorkeRole's implementation. |
| Starting Page | 49 |
| Ending Page | 66 |
| Page Count | 18 |
| File Format | PDF HTM / HTML |
| DOI | 10.21936/si2012_v33.n2A.132 |
| Volume Number | 33 |
| Alternate Webpage(s) | http://studiainformatica.polsl.pl/index.php/SI/article/download/132/129 |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |