Efficient Node Bootstrapping for Decentralised Shared-Nothing Key-Value Stores

Abstract : Distributed key-value stores (KVSs) have become an important component for data management in cloud applications. Since resources can be provisioned on demand in the cloud, there is a need for efficient node bootstrapping and decommissioning, i.e. to incorporate or eliminate the provisioned resources as a members of the KVS. It requires the data be handed over and the load be shifted across the nodes quickly. However, the data partitioning schemes in the current-state shared nothing KVSs are not efficient in quick bootstrapping. In this paper, we have designed a middleware layer that provides a decentralised scheme of auto-sharding with a two-phase bootstrapping. We experimentally demonstrate that our scheme reduces bootstrap time and improves load-balancing thereby increasing scalability of the KVS.
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Communication dans un congrès
David Hutchison; Takeo Kanade; Madhu Sudan; Demetri Terzopoulos; Doug Tygar; Moshe Y. Vardi; Gerhard Weikum; David Eyers; Karsten Schwan; Josef Kittler; Jon M. Kleinberg; Friedemann Mattern; John C. Mitchell; Moni Naor; Oscar Nierstrasz; C. Pandu Rangan; Bernhard Steffen. 14th International Middleware Conference (Middleware), Dec 2013, Beijing, China. Springer, Lecture Notes in Computer Science, LNCS-8275, pp.348-367, 2013, Middleware 2013. 〈10.1007/978-3-642-45065-5_18〉
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Han Li, Srikumar Venugopal. Efficient Node Bootstrapping for Decentralised Shared-Nothing Key-Value Stores. David Hutchison; Takeo Kanade; Madhu Sudan; Demetri Terzopoulos; Doug Tygar; Moshe Y. Vardi; Gerhard Weikum; David Eyers; Karsten Schwan; Josef Kittler; Jon M. Kleinberg; Friedemann Mattern; John C. Mitchell; Moni Naor; Oscar Nierstrasz; C. Pandu Rangan; Bernhard Steffen. 14th International Middleware Conference (Middleware), Dec 2013, Beijing, China. Springer, Lecture Notes in Computer Science, LNCS-8275, pp.348-367, 2013, Middleware 2013. 〈10.1007/978-3-642-45065-5_18〉. 〈hal-01480783〉

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