IMDEA Networks Institute Publications Repository

Big Data Analytics beyond the Datacenter

Eugster, Patrick and Jayalath, Chamikara and Kogan, Kirill and Stephen, Julian (2016) Big Data Analytics beyond the Datacenter. [Magazine Articles] (Accepted for publication)

[img] PDF (Big Data Analytics beyond the Datacenter) - Accepted Version
Restricted to Registered users only

Download (506Kb) | Request a copy

Abstract

Dealing with big data is a major challenge for our society. The cloud offers a possible response to many needs of big data analytics. However, the cloud abstraction offers the illusion of ubiquitous resources which can mislead users to believe that \details" of cloud implementation such as location of cloud datacenters with respect to users does not matter. Such location-agnosticism can adversely affect performance when computing on data that is distributed or partitioned across several datacenters. We present several solutions for efficiently computing on such data.

Item Type: Magazine Articles
Uncontrolled Keywords: Big data; geo-distributed data centers.
Subjects: UNSPECIFIED
Divisions: UNSPECIFIED
Depositing User: Kirill Kogan
Date Deposited: 17 Oct 2016 13:59
Last Modified: 13 Feb 2017 15:50
URI: http://eprints.networks.imdea.org/id/eprint/1444

Actions (login required)

View Item View Item