1. Home page
  2. Search

An adaptive complex event processing system over Storm

This item is provided by the institution :
Technical University of Crete   

Repository :
Institutional Repository Technical University of Crete   

see the original item page
in the repository's web site and access all digital files if the item*



Ένα προσαρμοστικό σύστημα επεξεργασίας σύνθετων ερωτημάτων πάνω στο σύστημα STORM (EL)
An adaptive complex event processing system over Storm (EN)
Προυντζος Γεωργιος (EL)
Prountzos Georgios (EN)
Δεληγιαννακης Αντωνιος (EL)
Σαμολαδας Βασιλης (EL)
Μανικακη Βασιλικη (EL)
Γαροφαλακης Μινως (EL)
Samoladas Vasilis (EN)
Garofalakis Minos (EN)
Manikaki Vasiliki (EN)
Deligiannakis Antonios (EN)
bachelorThesis
2017
Distributed complex event processing is a method of tracking, analyzing, processing and detecting specific events or patterns of events that may occur in event data streams from various distributed sources. Every node within a network does in-situ processing from its sources. This way of handling large sets of data whose sources may be geographically scattered, has a couple of advantages over centralizing the data into a single node and process them there. The amount of information is potentially vast and limitations of the available bandwidth render this approach impractical. Thus, a distributed approach is implemented for communication efficiency. Additionally, having a single node do all the processing and synchronizations of the network creates a Single Point of Failure (SPOF) making the system unreliable when real-time processing is important. For these reasons, an architecture of an in situ complex event processing is developed using the Apache Storm primitives. The architecture detects patterns of interest on incoming event data streams over a number of nodes in the network in real-time. The patterns, events and network agents are specified from a user in a file and the system is designed to support multiple such queries as well as to adapt to any significant changes in the network. (EN)
FERARI (EN)
Apache Storm (EN)
Event processing (EN)
PROTON (EN)
Complex events (EN)
Adaptation (EN)
English
Πολυτεχνείο Κρήτης (EL)
Department of Electronic and Computer Engineering. (EN)
Technical University of Crete (EN)
Technical University of Crete
Institutional Repository Technical University of Crete
School of Electrical and Computer Engineering - Diploma Works
Microprocessor and Hardware Laboratory - Diploma Works



*Institutions are responsible for keeping their URLs functional (digital file, item page in repository site)