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- W2251227922 abstract "This paper presents Q-OPT, a system for automatically tuning the configuration of quorum systems in strongly consistent Software Defined Storage (SDS) systems. Q-OPT is able to assign different quorum systems to different items and can be used in a large variety of settings, including systems supporting multiple tenants with different profiles, single tenant systems running applications with different requirements, or systems running a single application that exhibits non-uniform access patterns to data. Q-OPT supports automatic and dynamic reconfiguration, using a combination of complementary techniques, including top-k analysis to prioritise quorum adaptation, machine learning to determine the best quorum configuration, and a non-blocking quorum reconfiguration protocol that preserves consistency during reconfiguration. Q-OPT has been implemented as an extension to one of the most popular open-source SDS, namely Openstack's Swift." @default.
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- W2251227922 date "2015-11-24" @default.
- W2251227922 modified "2023-09-28" @default.
- W2251227922 title "Q-OPT" @default.
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- W2251227922 doi "https://doi.org/10.1145/2814576.2814809" @default.
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