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CXL Memory Performance for In-Memory Data Processing

Summary: Analyzes PCIe-based cache-coherent CXL-attached memory for in-memory DBs, measuring interleaved access across multiple CXL devices for basic patterns, column scans and B+trees. Shows workload-aware column placement can store >80% of table data in CXL with ~85% throughput of local-only memory. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
h27aa0beae1d8d681
Venue
VLDB
Year
2025
Pagerank
5.2852809e-05
Overall Rank
8,754 | 41.17%
DOI
10.14778/3746405.3746432
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{weisgut_vldb25,
        title = {{CXL Memory Performance for In-Memory Data Processing}},
        author = {Weisgut, Marcel and Ritter, Daniel and Tözün, Pinar and Benson, Lawrence and Rabl, Tilmann},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {9},
        pages = {3119--3133},
        doi = {10.14778/3746405.3746432},
        url = {https://doi.org/10.14778/3746405.3746432},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
9,798 Hash Joins Meet CXL: A Fresh Look 2026 CIDR 5.1233734e-05
10,737 SIDLE: Tree-structure Aware Indexes for CXL-based Heterogeneous Memory 2026 VLDB 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

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

Rank Cited Paper Year Venue Pagerank
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037724477
907 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00013157412
1,135 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00011886308
1,206 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011536099
1,343 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 0.00010959797
1,949 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 9.3172855e-05
1,966 Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory 2022 SIGMOD 9.3014925e-05
2,291 In-Memory Performance for Big Data 2015 VLDB 8.6855592e-05
2,745 Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation 2021 VLDB 8.0639912e-05
2,809 Exploiting Coroutines to Attack the "Killer Nanoseconds" 2018 VLDB 7.9788276e-05
3,136 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.605704e-05
3,229 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 7.5048882e-05
4,036 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8360867e-05
4,202 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 6.7343438e-05
4,946 CXL and the Return of Scale-Up Database Engines 2024 VLDB 6.3412158e-05
5,344 MxTasks: How to Make Efficient Synchronization and Prefetching Easy 2021 SIGMOD 6.1716571e-05
7,079 Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases 2024 SIGMOD 5.603281e-05
7,223 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.5801574e-05
7,325 An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA 2024 VLDB 5.5508106e-05
8,162 Pasha: An Efficient, Scalable Database Architecture for CXL Pods 2025 CIDR 5.3854686e-05
8,419 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 5.3328741e-05
8,570 Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems 2022 VLDB 5.3113492e-05
9,325 On-Demand State Separation for Cloud Data Warehousing 2022 VLDB 5.1933808e-05
9,333 PerMA-Bench: Benchmarking Persistent Memory Access 2022 VLDB 5.1916822e-05
10,054 Adaptive Energy-Control for In-Memory Database Systems 2018 SIGMOD 5.0871013e-05
10,079 Databases in the Era of Memory-Centric Computing 2025 CIDR 5.0831474e-05
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