CloudTPS: Scalable Transactions for Web Applications in the Cloud

Abstract

NoSQL Cloud data stores provide scalability and high availability properties for web applications, but at the same time they sacrifice data consistency. However, many applications cannot afford any data inconsistency. CloudTPS is a scalable transaction manager which guarantees full ACID properties for multi-item transactions issued by Web applications, even in the presence of server failures and network partitions. We implement this approach on top of the two main families of scalable data layers: Bigtable and SimpleDB. Performance evaluation on top of HBase (an open-source version of Bigtable) in our local cluster and Amazon SimpleDB in the Amazon cloud shows that our system scales linearly at least up to 40 nodes in our local cluster and 80 nodes in the Amazon cloud.

Download

• The article pre-print, in PDF (609,832 bytes).
• The article, in the IEEE Digital library.
• See also: The CloudTPS project and a new paper on join query support in CloudTPS.

Bibtex Entry

@Article{,
  author =       {Zhou Wei and Guillaume Pierre and Chi-Hung Chi},
  title =        {{CloudTPS}: Scalable Transactions for {W}eb Applications in the Cloud},
  journal = 	 {IEEE Transactions on Services Computing},
  year = 	 {2012},
  volume = 	 {5},
  number = 	 {4},
  pages = 	 {525--539},
  month = 	 {Oct-Dec},
  note =         {\url{http://www.globule.org/publi/CSTWAC_ircs53.html}, to appear},
}