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We present bundled references, a new building block to provide linearizablerange query operations for highly concurrent linked data structures. Bundledreferences allow range queries to traverse a path through the data structurethat is consistent with the target atomic snapshot and is made of the minimalamount of nodes that should be accessed to preserve linearizability. Weimplement our technique into a skip list, a binary search tree, and a linkedlist data structure. Our evaluation reveals that in mixed workloads, our designimproves upon the state-of-the-art techniques by 3.9x for a skip list and 2.1xfor a binary search tree. We also integrate our bundled data structure into theDBx1000 in-memory database, yielding up to 20% gain over the same competitors.

Bundled References: An Abstraction for Highly-Concurrent Linearizable Range Queries