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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
- 12698
- Venue
- VLDB
- Year
- 2022
- Pagerank
- 4.6727982e-05
- Overall Rank
- 7,689 | 46.57%
- 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 |
0.00031314629 |
| 281 |
LinkBench: a Database Benchmark Based on the Facebook Social Graph |
2013 |
SIGMOD |
0.00029084275 |
| 594 |
HYRISE—A Main Memory Hybrid Storage Engine |
2011 |
VLDB |
0.00019515008 |
| 729 |
Umbra: A Disk-Based System with In-Memory Performance |
2020 |
CIDR |
0.00017448059 |
| 857 |
Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth |
2012 |
SIGMOD |
0.00015840492 |
| 1,046 |
Buffering Database Operations for Enhanced Instruction Cache Performance |
2004 |
SIGMOD |
0.00014446882 |
| 1,309 |
Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging |
2018 |
SIGMOD |
0.00012655712 |
| 1,431 |
An Empirical Evaluation of In-Memory Multi-Version Concurrency Control |
2017 |
VLDB |
0.00012021808 |
| 1,503 |
BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications |
2017 |
SIGMOD |
0.0001161148 |
| 1,697 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
2016 |
SIGMOD |
0.00010859294 |
| 1,786 |
Hybrid Transactional/Analytical Processing: A Survey |
2017 |
SIGMOD |
0.00010543881 |
| 1,882 |
Ibex - An Intelligent Storage Engine with Support for Advanced SQL Off-loading |
2014 |
VLDB |
0.00010210181 |
| 1,897 |
YourSQL: A High-Performance Database System Leveraging In-Storage Computing |
2016 |
VLDB |
0.00010172286 |
| 2,093 |
Active Storage For Large-Scale Data Mining and Multimedia |
1998 |
VLDB |
9.5570993e-05 |
| 2,419 |
Real-Time Analytical Processing with SQL Server |
2015 |
VLDB |
8.8485055e-05 |
| 2,850 |
Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads |
2015 |
VLDB |
8.0194228e-05 |
| 3,879 |
Caribou: Intelligent Distributed Storage |
2017 |
VLDB |
6.6657548e-05 |
| 4,774 |
The Case For Heterogeneous HTAP |
2017 |
CIDR |
5.9279395e-05 |
| 5,020 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7482116e-05 |
| 5,758 |
Open-Channel SSD (What is it Good For) |
2020 |
CIDR |
5.3373789e-05 |
| 6,748 |
JAFAR: Near-Data Processing for Databases |
2015 |
SIGMOD |
4.9366121e-05 |
| 7,217 |
Breaking Down Memory Walls in LSM-based Storage Systems |
2020 |
SIGMOD |
4.7936491e-05 |
| 7,349 |
Janus: Transactional Processing of Navigational and Analytical Graph Queries on Many-core Servers |
2017 |
CIDR |
4.7496514e-05 |
| 7,385 |
Less Watts, More Performance: An Intelligent Storage Engine for Data Appliances |
2013 |
SIGMOD |
4.7400111e-05 |
| 7,999 |
nKV in Action: Accelerating KV-Stores on Native Computational Storage with Near-Data Processing |
2020 |
VLDB |
4.6065616e-05 |
| 8,417 |
doppioDB: A Hardware Accelerated Database |
2017 |
SIGMOD |
4.5120193e-05 |
| 8,432 |
Tackling Hardware/Software co-design from a database perspective |
2020 |
CIDR |
4.5081086e-05 |
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| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 1,786 |
Hybrid Transactional/Analytical Processing: A Survey |
2017 |
SIGMOD |
0.00010543881 |
| 7,999 |
nKV in Action: Accelerating KV-Stores on Native Computational Storage with Near-Data Processing |
2020 |
VLDB |
4.6065616e-05 |
| 9,190 |
Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs |
2025 |
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| 1,697 |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads |
2016 |
SIGMOD |
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| 11,427 |
Workload Interference Analysis for HTAP* |
2021 |
CIDR |
4.1905499e-05 |
| 9,929 |
Rethink Query Optimization in HTAP Databases |
2023 |
SIGMOD |
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| 9,620 |
Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading |
2023 |
VLDB |
4.3128484e-05 |
| 5,020 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7482116e-05 |
| 4,774 |
The Case For Heterogeneous HTAP |
2017 |
CIDR |
5.9279395e-05 |
| 4,382 |
HTAP Databases: What is New and What is Next |
2022 |
SIGMOD |
6.2318984e-05 |