English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

Big data is gaining overwhelming attention since the last decade. Almost allthe fields of science and technology have experienced a considerable impactfrom it. The cloud computing paradigm has been targeted for big data processingand mining in a more efficient manner using the plethora of resources availablefrom computing nodes to efficient storage. Cloud data mining introduces theconcept of performing data mining and analytics of huge data in the cloudavailing the cloud resources. But can we do better? Yes, of course! The maincontribution of this chapter is the identification of four game-changingtechnologies for the acceleration of computing and analysis of data miningtasks in the cloud. Graphics Processing Units can be used to further acceleratethe mining or analytic process, which is called GPU accelerated analytics.Further, Approximate Computing can also be introduced in big data analytics forbringing efficacy in the process by reducing time and energy and hencefacilitating greenness in the entire computing process. Quantum Computing is aparadigm that is gaining pace in recent times which can also facilitateefficient and fast big data analytics in very little time. We have surveyedthese three technologies and established their importance in big data miningwith a holistic architecture by combining these three game-changers with theperspective of big data. We have also talked about another future technology,i.e., Neural Processing Units or Neural accelerators for researchers to explorethe possibilities. A brief explanation of big data and cloud data miningconcepts are also presented here.

Cloud Big Data Mining and Analytics: Bringing Greenness and Acceleration in the Cloud