Opportunistic security architecture for osmotic computing paradigm in dynamic IoT-Edge's resource diffusion
2020 (English)In: ICONIC '20: Proceedings of the 2nd International Conference on Intelligent and Innovative Computing Applications / [ed] Pudaruth S.; Nayyar A., Association for Computing Machinery (ACM), 2020, article id 9Conference paper, Published paper (Refereed)
Abstract [en]
Increased heterogeneity of physical resources has had positive and negative effects in Internet of Things (IoT) through the existence of edge computing. As a result, there has been a need for effective dynamic management of IoT, cloud and edge resources, in order to address the existence of low-level constraints during resource migration. Nevertheless, the explosion of IoT devices and data has allowed orchestration of microservices to adopt an opportunistic approach to how applications and services are deployed in the edge in IoT platform. A notable approach has been osmotic computing that allows resources from a federated cloud to be able to diffuse from an ecosystem of higher solute (network properties and entities) concentration to solvent (applications, layered interfaces and services). We posit that, while computing resources and applications are able to move from the federated environment, to the cloud deployable models, to the edge, then to IoT ecosystem, there is a higher chance of susceptibility of threats and attacks that may be directed to the emerging edge applications/data due to dynamic emergent configurations. This paper proposes a 5-layer opportunistic architecture that adds security metrics across different levels of osmotic computing paradigm. The proposed 5-layer security architecture addresses the need for autonomously securing resources-edge computation, edge storage and emerging edge configurations as the computing resources move to a higher solute in heterogenous edge and cloud datacenters across IoT devices. This has been achieved by proposing security metrics that address the prevailing challenge with a degree of certainty.
Place, publisher, year, edition, pages
Association for Computing Machinery (ACM), 2020. article id 9
Series
ACM International Conference Proceeding Series
Keywords [en]
edge, IoT, opportunistic, osmotic, security architecture, Digital storage, Ecosystems, Edge computing, Memory architecture, Network architecture, Osmosis, Computing paradigm, Computing resource, Degree of certainty, Effective dynamics, Internet of Things (IOT), Positive and negative effect, Threats and attacks, Internet of things
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:mau:diva-70939DOI: 10.1145/3415088.3415097Scopus ID: 2-s2.0-85092321941ISBN: 9781450375580 (electronic)OAI: oai:DiVA.org:mau-70939DiVA, id: diva2:1896453
Conference
ICONIC: 2020 International Conference on Intelligent and Innovative Computing Applications, Plaine Magnien Mauritius, September 24 - 25, 2020
2024-09-102024-09-102024-09-10Bibliographically approved