Back to papers
Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads
Summary: Near-Data Processing (NDP) enables in-situ analytics with transactional consistency at native computational storage for HTAP. Evaluation on KV stores and MVCC DBMS shows robust, resource- and cost-efficient performance vs traditional data transfers.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 12697
- Venue
- VLDB
- Year
- 2022
- Pagerank
- 4.6772837e-05
- Overall Rank
- 7,688 | 46.52%
- DOI
-
10.14778/3547305.3547307
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 27 of 27 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 241 |
DB2 with BLU Acceleration: So Much More than Just a Column Store |
2013 |
VLDB |
0.00031420034 |
| 281 |
LinkBench: a Database Benchmark Based on the Facebook Social Graph |
2013 |
SIGMOD |
0.0002906793 |
| 596 |
HYRISE—A Main Memory Hybrid Storage Engine |
2011 |
VLDB |
0.00019481482 |
| 735 |
Umbra: A Disk-Based System with In-Memory Performance |
2020 |
CIDR |
0.00017452467 |
| 858 |
Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth |
2012 |
SIGMOD |
0.000158756 |
| 1,050 |
Buffering Database Operations for Enhanced Instruction Cache Performance |
2004 |
SIGMOD |
0.00014453896 |
| 1,311 |
Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging |
2018 |
SIGMOD |
0.00012657439 |
| 1,432 |
An Empirical Evaluation of In-Memory Multi-Version Concurrency Control |
2017 |
VLDB |
0.00012017544 |
| 1,507 |
BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications |
2017 |
SIGMOD |
0.00011617967 |
| 1,700 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
2016 |
SIGMOD |
0.00010858865 |
| 1,792 |
Hybrid Transactional/Analytical Processing: A Survey |
2017 |
SIGMOD |
0.00010537893 |
| 1,881 |
Ibex - An Intelligent Storage Engine with Support for Advanced SQL Off-loading |
2014 |
VLDB |
0.00010217568 |
| 1,896 |
YourSQL: A High-Performance Database System Leveraging In-Storage Computing |
2016 |
VLDB |
0.00010179224 |
| 2,089 |
Active Storage For Large-Scale Data Mining and Multimedia |
1998 |
VLDB |
9.5657612e-05 |
| 2,312 |
Real-Time Analytical Processing with SQL Server |
2015 |
VLDB |
9.0530853e-05 |
| 2,844 |
Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads |
2015 |
VLDB |
8.0243849e-05 |
| 3,880 |
Caribou: Intelligent Distributed Storage |
2017 |
VLDB |
6.6700303e-05 |
| 4,770 |
The Case For Heterogeneous HTAP |
2017 |
CIDR |
5.9338845e-05 |
| 5,005 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7641797e-05 |
| 5,750 |
Open-Channel SSD (What is it Good For) |
2020 |
CIDR |
5.3415191e-05 |
| 6,746 |
JAFAR: Near-Data Processing for Databases |
2015 |
SIGMOD |
4.9413527e-05 |
| 7,218 |
Breaking Down Memory Walls in LSM-based Storage Systems |
2020 |
SIGMOD |
4.7982543e-05 |
| 7,352 |
Janus: Transactional Processing of Navigational and Analytical Graph Queries on Many-core Servers |
2017 |
CIDR |
4.753996e-05 |
| 7,385 |
Less Watts, More Performance: An Intelligent Storage Engine for Data Appliances |
2013 |
SIGMOD |
4.7445608e-05 |
| 7,996 |
nKV in Action: Accelerating KV-Stores on Native Computational Storage with Near-Data Processing |
2020 |
VLDB |
4.6109657e-05 |
| 8,423 |
doppioDB: A Hardware Accelerated Database |
2017 |
SIGMOD |
4.5163448e-05 |
| 8,441 |
Tackling Hardware/Software co-design from a database perspective |
2020 |
CIDR |
4.5124343e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 1,792 |
Hybrid Transactional/Analytical Processing: A Survey |
2017 |
SIGMOD |
0.00010537893 |
| 7,996 |
nKV in Action: Accelerating KV-Stores on Native Computational Storage with Near-Data Processing |
2020 |
VLDB |
4.6109657e-05 |
| 9,186 |
Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs |
2025 |
SIGMOD |
4.3791424e-05 |
| 1,700 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
2016 |
SIGMOD |
0.00010858865 |
| 11,424 |
Workload Interference Analysis for HTAP* |
2021 |
CIDR |
4.1945683e-05 |
| 9,937 |
Rethink Query Optimization in HTAP Databases |
2023 |
SIGMOD |
4.2482599e-05 |
| 9,620 |
Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading |
2023 |
VLDB |
4.3169852e-05 |
| 5,005 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7641797e-05 |
| 4,770 |
The Case For Heterogeneous HTAP |
2017 |
CIDR |
5.9338845e-05 |
| 4,284 |
HTAP Databases: What is New and What is Next |
2022 |
SIGMOD |
6.2914924e-05 |