Adding data analytics capabilities to scaled-out object store

Karakoyunlu, Cengiz; Chandy, John A.; Riska, Alma

doi:10.1016/j.jss.2016.07.029

Cited by 3 publications

(2 citation statements)

References 18 publications

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“…On Slave nodes, the Computation layer method could be a Task huntsman and therefore the Storage layer method could be a information node. [2] the most important disadvantage of the everyday approach conferred in Fig. one is that they got to transfer information between the Storage and cipher Clusters before and when a MapReduce application.…”

Section: Architecture For Scaled Out Object Storementioning

confidence: 99%

“…As a result, Objectbased Storage will increase the interaction between the Storage system and therefore the enduser, simplifies the info management of a Storage system. [2] victimisation Object-based Storage options, the process applications in an exceedingly Cluster or Cloud application will take pleasure in the intelligence of the underlying storage system and eliminate information movement whereas sanctioning in-place Analytics Capabilities. Consequently, the Storage layer is scaled whereas the process layer remains light-weight.…”

Section: Introductionmentioning

confidence: 99%

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Ran Method That Performs Nested Scalable No SQL Transaction and Data Analytics

Reddy¹,

Kanamathareddy²,

Reddy³

2020

IJARET

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Last decade records a large quantity of data transition occurring web. Today's world is connected by Social Networking sites that have immense size of databases. Currently, there's no utility existing for remodeling SQL databases into NoSQL databases. NoSQL could be a new trend; there's no software system or utilities that are designed for the specified conversion. Most of the utilities developed, were developed for changing one variety of SQL database to a different SQL database. To market Hybrid database design together with an electronic information service and NoSQL database, an information Adapter system is planned. It will affect database transformations employing a database synchronization mechanism. It focuses on sanctioning effective database Analytics on Scaled-out Object Storage Systems. There's implementation of a database. Analytics Layer on associate degree Objectbased Storage Cluster to perform in-place Map-Reduce computation on existing data. It keeps the strengths of RDBMS as ACID properties and at an equivalent time by providing the advantages of NoSQL through a middle layer that keeps track of all running transactions and manages with alternative layers with co-occurring transactions. the info Adapter uses a SQL layer acceptive queries from application services, in order that original application remains intact. The info Adapter conjointly controls question flow throughout information transformations. Associate degree approach that performs computation on existing large-scale information in associate degree Object Storage system while not moving information anyplace and outcomes of this approach are analyzed. This define will deliver strict consistency while not poignant measurability and handiness of NoSQL Databases.

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Section: Architecture For Scaled Out Object Storementioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%