Saturday, 11 March 2017

Near-clouds: Bringing Public Clouds to Users’ Doorsteps

The rate of data growth in many domains is straining our ability to manage and analyze it. Cloud computing appears as a promising platform for data-intensive computing because it offers “infinite” resources on demand, and on a pay-as-you-go basis. Surprisingly, we observe that public clouds are not being used for “serious” data-processing on a continuous basis except by the cloud vendors. We primarily attribute this observation to the long data transfer times over wide-area networks between the clients and the centralized public clouds. We introduce the idea of a near-cloud that brings a public cloud in the close proximity of a user to overcome the data transfer bottlenecks. The near-clouds also provide a unique opportunity to localize the privacy and security policies to boost confidence of a user in using shared resources for data processing. To the cloud providers, near-cloud ensures a minimum constant stream of revenue from dedicated clients.
[1]        R. Mian, et al., "Near-Clouds: Bringing Public Clouds to Users' Doorsteps", in The 9th IEEE Symposium on Computers and Communications (ISCC), Madeira, Portugal, 2014, p. (accepted).

No comments:

Post a comment