Programming SDN-Native big data applications: research gap analysis
journal contribution
posted on 2023-05-19, 16:42authored byAlwasel, K, Li, Y, Jayaraman, PP, Saurabh GargSaurabh Garg, Calheiros, RN, Ranjan, R
Software-Defined Networking has involved as a preferred abstraction for sharing network resources within a cloud datacenter in response to simultaneous data retrieval and computation demands from around the world. However, several research challenges need to be investigated before SDN powered-cloud datacenters are able to efficiently process big data as defined by its “4V” characteristics. Big data enabled systems have to be able to respond to concurrent requests and allocate computing (e.g., virtual machine instances), storage (e.g., disk space) and networking (e.g., bandwidth) resources efficiently and effectively.
History
Publication title
IEEE Cloud Computing
Volume
4
Issue
5
Pagination
62-71
ISSN
2325-6095
Department/School
School of Information and Communication Technology