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CA-DAG: Communication-Aware Directed Acyclic Graphs for Modeling Cloud Computing Applications
Kliazovich, Dzmitry; Pecero, Johnatan; Tchernykh, Andrei et al.
2013In Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing
Peer reviewed
 

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Keywords :
Cloud computing; communication awareness; resource allocation; scheduling
Abstract :
[en] The review of the requirements of different cloud applications identified the need to consider communication processes explicitly and equally to the computing tasks. Following this observation, we propose a new communication-aware model for cloud computing applications, called CA-DAG. This model is based on Directed Acyclic Graphs (DAGs) that in addition to computing vertices include separate vertices to represent communications. Such a representation allows making separate resource allocation decisions, assigning processors to handle computing jobs and network resources for information transmissions, such as application database requests.
Disciplines :
Computer science
Author, co-author :
Kliazovich, Dzmitry ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Pecero, Johnatan ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Tchernykh, Andrei
Bouvry, Pascal ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Khan, Samee U.
Zomaya, Albert Y.
External co-authors :
yes
Language :
English
Title :
CA-DAG: Communication-Aware Directed Acyclic Graphs for Modeling Cloud Computing Applications
Publication date :
2013
Event name :
IEEE 6th International Conference on Cloud Computing (CLOUD)
Event date :
2013
Audience :
International
Main work title :
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing
Publisher :
IEEE Computer Society, Washington, DC, USA, Unknown/unspecified
ISBN/EAN :
978-0-7695-5028-2
Collection name :
CLOUD '13
Pages :
277--284
Peer reviewed :
Peer reviewed
Available on ORBilu :
since 17 November 2013

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