{"id":573207,"date":"2019-03-13T10:12:28","date_gmt":"2019-03-13T17:12:28","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=573207"},"modified":"2024-04-25T13:00:00","modified_gmt":"2024-04-25T20:00:00","slug":"storm-a-fast-transactional-dataplane-for-remote-data-structures","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/storm-a-fast-transactional-dataplane-for-remote-data-structures\/","title":{"rendered":"Storm: a fast transactional dataplane for remote data structures"},"content":{"rendered":"<p>RDMA technology enables a host to access the memory of a remote host without involving the remote CPU, improving the performance of distributed in-memory storage systems. Previous studies argued that RDMA suffers from scalability issues, because the NIC&#8217;s limited resources are unable to simultaneously cache the state of all the concurrent network streams. These concerns led to various software-based proposals to reduce the size of this state by trading off performance.<\/p>\n<p>We revisit these proposals and show that they no longer apply when using newer RDMA NICs in rack-scale environments. In particular, we find that one-sided remote memory primitives lead to better performance as compared to the previously proposed unreliable datagram and kernel-based stacks. Based on this observation, we design and implement Storm, a transactional dataplane utilizing one-sided read and write-based RPC primitives. We show that Storm outperforms eRPC, FaRM, and LITE by 3.3x, 3.6x, and 17.1x, respectively, on an InfiniBand cluster with Mellanox ConnectX-4 NICs.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>RDMA technology enables a host to access the memory of a remote host without involving the remote CPU, improving the performance of distributed in-memory storage systems. Previous studies argued that RDMA suffers from scalability issues, because the NIC&#8217;s limited resources are unable to simultaneously cache the state of all the concurrent network streams. These concerns [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"","msr_editors":"","msr_how_published":"","msr_isbn":"","msr_issue":"","msr_journal":"","msr_number":"","msr_organization":"ACM, USENIX","msr_pages_string":"","msr_page_range_start":"","msr_page_range_end":"","msr_series":"","msr_volume":"","msr_copyright":"","msr_conference_name":"12th ACM International Systems and Storage Conference 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