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Abstract
The article focuses on presenting methods allowing easy parallelization of an existing, sequential Natural Language Processing (NLP) application within a multi-core system. The actor-based solution implemented with the Akka framework has been applied and compared to an application based on Task Parallel Library (TPL) and to the original sequential application. Architectures, data and control flows are described along with execution times for an application analyzing an online dictionary of foreign words and phrases.
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- Copyright (Springer Nature Switzerland AG 2019)
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- Category:
- Conference activity
- Type:
- publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
- Published in:
-
Advances in Intelligent Systems and Computing
no. 852,
pages 156 - 165,
ISSN: 2194-5357 - Title of issue:
- Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018 strony 156 - 165
- Language:
- English
- Publication year:
- 2018
- Bibliographic description:
- ZIELONKA M., Kuchta J., Czarnul P.: From Sequential to Parallel Implementation of NLP Using the Actor Model// Information Systems Architecture and Technology: Proceedings of 39th International Conference on Information Systems Architecture and Technology – ISAT 2018/ ed. Leszek Borzemski; Jerzy Świątek; Zofia Wilimowska : Springer, 2018, s.156-165
- DOI:
- Digital Object Identifier (open in new tab) 10.1007/978-3-319-99981-4_15
- Verified by:
- Gdańsk University of Technology
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