research-article

Using Paxos to build a scalable, consistent, and highly available datastore

Editors: José Blakeley, Joseph M. Hellerstein, Nick Koudas, Wolfgang Lehner, Sunita Sarawagi, Uwe Röhm Authors:

Eugene J. Shekita,

Sandeep TataAuthors Info & Claims

Proceedings of the VLDB Endowment, Volume 4, Issue 4

Pages 243 - 254

https://doi.org/10.14778/1938545.1938549

Published: 01 January 2011 Publication History

Abstract

Spinnaker is an experimental datastore that is designed to run on a large cluster of commodity servers in a single datacenter. It features key-based range partitioning, 3-way replication, and a transactional get-put API with the option to choose either strong or timeline consistency on reads. This paper describes Spinnaker's Paxos-based replication protocol. The use of Paxos ensures that a data partition in Spinnaker will be available for reads and writes as long a majority of its replicas are alive. Unlike traditional master-slave replication, this is true regardless of the failure sequence that occurs. We show that Paxos replication can be competitive with alternatives that provide weaker consistency guarantees. Compared to an eventually consistent datastore, we show that Spinnaker can be as fast or even faster on reads and only 5% to 10% slower on writes.

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Cited By

Eldeeb TBurckhardt SBond RCidon AYang JBernstein P(2024)Cloud Actor-Oriented Database Transactions in OrleansProceedings of the VLDB Endowment10.14778/3685800.368580117:12(3720-3730)Online publication date: 1-Aug-2024
https://dl.acm.org/doi/10.14778/3685800.3685801
Scharf JXavier LMendizabal O(2023)Joining Parallel and Partitioned State Machine Replication Models for Enhanced Shared Logging PerformanceProceedings of the 12th Latin-American Symposium on Dependable and Secure Computing10.1145/3615366.3615422(90-99)Online publication date: 16-Oct-2023
https://dl.acm.org/doi/10.1145/3615366.3615422
Kim GLee W(2022)In-network leaderless replication for distributed data storesProceedings of the VLDB Endowment10.14778/3523210.352321315:7(1337-1349)Online publication date: 22-Jun-2022
https://dl.acm.org/doi/10.14778/3523210.3523213
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cover image Proceedings of the VLDB Endowment

Proceedings of the VLDB Endowment Volume 4, Issue 4

January 2011

59 pages

ISSN:2150-8097

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VLDB Endowment

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Published: 01 January 2011

Published in PVLDB Volume 4, Issue 4

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Cited By

Eldeeb TBurckhardt SBond RCidon AYang JBernstein P(2024)Cloud Actor-Oriented Database Transactions in OrleansProceedings of the VLDB Endowment10.14778/3685800.368580117:12(3720-3730)Online publication date: 1-Aug-2024
https://dl.acm.org/doi/10.14778/3685800.3685801
Scharf JXavier LMendizabal O(2023)Joining Parallel and Partitioned State Machine Replication Models for Enhanced Shared Logging PerformanceProceedings of the 12th Latin-American Symposium on Dependable and Secure Computing10.1145/3615366.3615422(90-99)Online publication date: 16-Oct-2023
https://dl.acm.org/doi/10.1145/3615366.3615422
Kim GLee W(2022)In-network leaderless replication for distributed data storesProceedings of the VLDB Endowment10.14778/3523210.352321315:7(1337-1349)Online publication date: 22-Jun-2022
https://dl.acm.org/doi/10.14778/3523210.3523213
Pasupuleti KKlots BNagarajan VKandukuri AAgarwal NAl Hasan MXiong L(2022)High Availability Framework and Query Fault Tolerance for Hybrid Distributed Database SystemsProceedings of the 31st ACM International Conference on Information & Knowledge Management10.1145/3511808.3557086(3451-3460)Online publication date: 17-Oct-2022
https://dl.acm.org/doi/10.1145/3511808.3557086
Zhou HQian WZhou XDong QZhou ATan W(2022)Scalable and adaptive log manager in distributed systemsFrontiers of Computer Science: Selected Publications from Chinese Universities10.1007/s11704-022-1357-517:2Online publication date: 8-Aug-2022
https://dl.acm.org/doi/10.1007/s11704-022-1357-5
Wang DCai PQian WZhou A(2022)Efficient and stable quorum-based log replication and replay for modern cluster-databasesFrontiers of Computer Science: Selected Publications from Chinese Universities10.1007/s11704-020-0210-y16:5Online publication date: 1-Oct-2022
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Guo JCai PQian WZhou A(2021)Accurate and efficient follower log repair for Raft-replicated database systemsFrontiers of Computer Science: Selected Publications from Chinese Universities10.1007/s11704-019-8349-015:2Online publication date: 1-Apr-2021
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Chen GVo HWu SOoi BÖzsu M(2020)A Framework for supporting DBMS-like indexes in the cloudProceedings of the VLDB Endowment10.14778/3402707.34027114:11(702-713)Online publication date: 3-Jun-2020
https://dl.acm.org/doi/10.14778/3402707.3402711
Szekeres AWhittaker MLi JSharma NKrishnamurthy APorts DZhang IBilas AMagoutis KMarkatos EKostic DSeltzer M(2020)MeerkatProceedings of the Fifteenth European Conference on Computer Systems10.1145/3342195.3387529(1-14)Online publication date: 15-Apr-2020
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Zhang ZHu HYu YQian WShu K(2020)Dependency Preserved Raft for TransactionsDatabase Systems for Advanced Applications10.1007/978-3-030-59410-7_14(228-245)Online publication date: 24-Sep-2020
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