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Fault Tolerant Distributed Complex Event Processing on Stream Computing Platforms
KTH, School of Information and Communication Technology (ICT), Software and Computer systems, SCS. Ericsson AB.ORCID iD: 0000-0002-9351-8508
2013 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
Abstract [en]

Recent advances in reliable distributed computing have made it possible to provide high availability and scalability to traditional systems and thus serve them as reliable services. For some systems, their parallel nature in addition to weak consistency requirements allowed a more trivial transision such as distributed storage, online data analysis, batch processing and distributed stream processing. On the other hand, systems such as Complex Event Processing (CEP) still maintain a monolithic architecture, being able to offer high expressiveness at the expense of low distribution. In this work, we address the main challenges of providing a highly-available Distributed CEP service with a focus on reliability, since it is the most crucial and untouched aspect of that transition. The experimental solution presented targets low average detection latency and leverages event delegation mechanisms present on existing stream execution platforms and in-memory logging to provide availability of any complex event processing abstraction on top via redundancy and partial recovery.

Place, publisher, year, edition, pages
2013. , 62 p.
Series
TRITA-ICT-EX, 2013:93
Keyword [en]
distributed systems, computer systems, stream processing, complex event processing
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:kth:diva-171358OAI: oai:DiVA.org:kth-171358DiVA: diva2:843227
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Available from: 2015-07-28 Created: 2015-07-28 Last updated: 2015-07-28Bibliographically approved

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf