Automata-Based Dynamic Data Processing for Clouds

Autor:	Cushing, R., Belloum, A., Bubak, M., de Laat, C., Lopes, L.
Přispěvatelé:	System and Network Engineering (IVI, FNWI)
Jazyk:	angličtina
Rok vydání:	2014
Předmět:	Theoretical computer science Finite-state machine Computer science business.industry Dynamic data Distributed computing Scalability Big data Programming paradigm Cloud computing business
Zdroj:	Lecture Notes in Computer Science ISBN: 9783319143248 Euro-Par Workshops (1) Euro-Par 2014: Parallel Processing Workshops: Euro-Par 2014 International Workshops, Porto, Portugal, August 25-26, 2014 : revised selected papers, 1, 93-104
ISSN:	0302-9743
Popis:	Big Data is a challenge in many dimensions one of which is its processing. The often complicated and lengthy processing requires specialized programming paradigms to distribute and scale the computing power. Such paradigms often focus on ordering tasks to fit an underlying architecture. In this paper, we propose a new and complementary way of reasoning about data processing by describing complex data processing as set of state transitions, specifically, a non-deterministic finite automata which captures the essence of complex data processing. Through a P2P implementation of this model we demonstrate the dynamism, intrinsic scalability and adeptness to Cloud architectures.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::569a78ecac3feed3aeaf6bf489e40ec5 https://hdl.handle.net/11245/1.473115 Zobrazit plný text záznamu