NDLI: Scalable Transaction Management with Snapshot Isolation on Cloud Data Management Systems

Content Provider	IEEE Xplore Digital Library
Author	Padhye, V. Tripathi, A.
Copyright Year	2012
Abstract	We address the problem of building scalable transaction management mechanisms for multi-row transactions on key-value storage systems. We develop scalable techniques for transaction management utilizing the snapshot isolation (SI)model. Because the SI model can lead to non-serializable transaction executions, we investigate two conflict detection techniques for ensuring serializability under SI. To support scalability, we investigate system models and mechanisms in which the transaction management functions are decoupled from the storage system and integrated with the application-level processes. We present two system models and demonstrate their scalability under the scale-out paradigm of Cloud computing platforms. In the first system model, all transaction management functions are executed in a fully decentralized manner by the application processes. The second model is based on a hybrid approach in which the conflict detection techniques are implemented by a dedicated service. We performa comparative evaluation of these models using the TPC-Cbenchmark and demonstrate their scalability.
Starting Page	542
Ending Page	549
File Size	390013
Page Count	8
File Format	PDF
ISBN	9781467328920
ISSN	21596190
DOI	10.1109/CLOUD.2012.102
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-06-24
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Cloud computing Protocols Databases Clodu data management Scalability Computational modeling Radiation detectors Snapshot isolation Silicon Key-value storage systems Transaction management
Content Type	Text
Resource Type	Article

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3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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