Title :
CASSANDRA Framework: A Service Oriented Distributed Multimedia Content Analysis Engine
Author :
De Lange, Fons ; Nesvadba, Jan ; Lukkien, Johan
Author_Institution :
Philips Res., Eindhoven
Abstract :
Connected Consumer Electronics (CE) devices face an exponential growth in storage, processing capabilities and connectivity bandwidth. This increased complexity calls for new software architectures that naturally admit self-organization, resource management for efficient workload distribution, and a transparent cooperation of connected CE-terminals. The interconnected nature makes advanced applications feasible such as the smart distribution of complex multimedia content analysis algorithms, resulting in automatic semantic content-awareness creation. In this paper we describe a modular, self-aware, self-organizing, real-time and distributed multimedia content analysis system. Based on a Service Oriented Architecture it is, furthermore, capable of efficiently and dynamically using the available resources in a grid-like manner.
Keywords :
distributed processing; multimedia systems; real-time systems; resource allocation; software architecture; CASSANDRA framework; automatic semantic content-awareness creation; complex multimedia content analysis; connectivity bandwidth; consumer electronics devices; distributed multimedia content analysis engine; interconnected nature; real-time system; resource management; self-aware system; self-organization; self-organizing system; service oriented architecture; smart distribution; software architectures; transparent cooperation; workload distribution; Algorithm design and analysis; Application software; Bandwidth; Consumer electronics; Engines; Face; Multimedia systems; Real time systems; Resource management; Software architecture;
Conference_Titel :
Image Analysis for Multimedia Interactive Services, 2007. WIAMIS '07. Eighth International Workshop on
Conference_Location :
Santorini
Print_ISBN :
0-7695-2818-X
Electronic_ISBN :
0-7695-2818-X
DOI :
10.1109/WIAMIS.2007.29