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SIDLE: Tree-structure Aware Indexes for CXL-based Heterogeneous Memory

Summary: SIDLE: CXL-native, node-grained placement for tree indexes on heterogeneous memory, aligning tree structure with CXL-HM semantics; unlike page-level HM schemes, adapts B+/radix trees via lightweight integration. Up to 71% throughput and 81% P99 gains over MEMTIS/PACTree. (summarized by gpt-5.4-mini on May 27 2026)

Paper ID
14294
Venue
VLDB
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,257 | 28.65%
DOI
10.14778/3801059.3801065

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Showing 31 of 31 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061639801
103 Making B+-Trees Cache Conscious in Main Memory 2000 SIGMOD 0.00049150032
238 Cache Conscious Indexing for Decision-Support in Main Memory 1999 VLDB 0.00031642425
306 The LRU-K Page Replacement Algorithm For Database Disk Buffering 1993 SIGMOD 0.00028228982
340 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00026841628
381 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD 0.00024873637
680 FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory 2016 SIGMOD 0.0001821501
819 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.00016298164
982 Anti-Caching: A New Approach to Database Management System Architecture 2013 VLDB 0.00014872253
1,087 HOT: A Height Optimized Trie Index for Main-Memory Database Systems 2018 SIGMOD 0.00014162909
1,312 Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes 2016 SIGMOD 0.00012652548
1,497 Accelerating Relational Databases by Leveraging Remote Memory and RDMA 2016 SIGMOD 0.00011685781
1,659 Fractal Prefetching B+-Trees: Optimizing Both Cache and Disk Performance 2002 SIGMOD 0.00010980701
1,852 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00010322492
2,394 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 8.9001843e-05
2,510 LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory 2020 VLDB 8.6204284e-05
2,992 DPTree: Differential Indexing for Persistent Memory 2020 VLDB 7.7693475e-05
3,176 Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory 2022 SIGMOD 7.436745e-05
4,427 TreeLine: An Update-In-Place Key-Value Store for Modern Storage 2023 VLDB 6.1965873e-05
5,592 PLIN: A Persistent Learned Index for Non-Volatile Memory with High Performance and Instant Recovery 2023 VLDB 5.4210633e-05
5,621 CXL and the Return of Scale-Up Database Engines 2024 VLDB 5.4061827e-05
5,835 Order-Preserving Key Compression for In-Memory Search Trees 2020 SIGMOD 5.30905e-05
6,472 NBTree: a Lock-free PM-friendly Persistent B+-Tree for eADR-enabled PM Systems 2022 VLDB 5.0510585e-05
6,536 Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL 2024 CIDR 5.024107e-05
6,741 DEX: Scalable Range Indexing on Disaggregated Memory 2024 VLDB 4.9432931e-05
6,788 Index-Accelerated Pattern Matching in Event Stores 2021 SIGMOD 4.9252064e-05
6,840 LeanStore: A High-Performance Storage Engine for NVMe SSDs 2024 VLDB 4.9109345e-05
7,408 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB 4.7371479e-05
8,513 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 4.4947795e-05
8,655 Adaptive Hybrid Indexes 2022 SIGMOD 4.4739554e-05
8,950 Unlocking the Potential of CXL for Disaggregated Memory in Cloud-Native Databases 2025 SIGMOD 4.4231907e-05
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