TY - GEN
T1 - Semantic-Based Global Network View Construction in Software Defined Networks with Multiple Controllers
AU - Atoui, Wassim Sellil
AU - Ben Yahia, Imen Grida
AU - Gaaloul, Walid
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/9/10
Y1 - 2018/9/10
N2 - Software Defined Networks (SDN) are becoming a cornerstone in future network architectures. In this regard, building a global network view upon heterogeneous multiple SDN controllers is a challenging task. In fact, each controller exposes its local network view using different conceptual model. To address this problem, we propose a semantic-based framework that encompasses an approach to extract a local ontology from each controller. The framework incorporates algorithms that map the ontologies together and form the overall network view. We apply our framework in two scenarios: a centralized scenario where the SDN controllers expose their network views to a centralized entity (e.g. management application) that builds the network view, and a distributed scenario, where SDN controllers exchange in peer to peer their local network views and build locally the global view. We present also an evaluation of our framework with respect to performance and accuracy and discuss future works.
AB - Software Defined Networks (SDN) are becoming a cornerstone in future network architectures. In this regard, building a global network view upon heterogeneous multiple SDN controllers is a challenging task. In fact, each controller exposes its local network view using different conceptual model. To address this problem, we propose a semantic-based framework that encompasses an approach to extract a local ontology from each controller. The framework incorporates algorithms that map the ontologies together and form the overall network view. We apply our framework in two scenarios: a centralized scenario where the SDN controllers expose their network views to a centralized entity (e.g. management application) that builds the network view, and a distributed scenario, where SDN controllers exchange in peer to peer their local network views and build locally the global view. We present also an evaluation of our framework with respect to performance and accuracy and discuss future works.
KW - Heterogeneous multiple SDN controllers
KW - Ontology
KW - Semantic data integration
KW - Software defined network
UR - https://www.scopus.com/pages/publications/85054420345
U2 - 10.1109/NETSOFT.2018.8460137
DO - 10.1109/NETSOFT.2018.8460137
M3 - Conference contribution
AN - SCOPUS:85054420345
SN - 9781538646335
T3 - 2018 4th IEEE Conference on Network Softwarization and Workshops, NetSoft 2018
SP - 64
EP - 70
BT - 2018 4th IEEE Conference on Network Softwarization and Workshops, NetSoft 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th IEEE Conference on Network Softwarization and Workshops, NetSoft 2018
Y2 - 25 June 2018 through 29 June 2018
ER -