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Adaptive NUMA-aware data placement and task scheduling for analytical workloads in main-memory column-stores
Summary: Adaptive NUMA-aware data placement and task scheduling for in-memory column-stores to maximize local memory access across sockets. Tracks per-table/group socket usage, repartitions data to fix imbalances, and disables inter-socket stealing for memory-heavy tasks, enabling up to 4× throughput on copartitioned analytics.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 11534
- Venue
- VLDB
- Year
- 2017
- Pagerank
- 5.6908086e-05
- Overall Rank
- 5,109 | 64.46%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 12 of 12 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,099 |
DB4ML – An In-Memory Database Kernel with Machine Learning Support |
2020 |
SIGMOD |
7.5642871e-05 |
| 4,281 |
Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads |
2021 |
SIGMOD |
6.2940039e-05 |
| 5,657 |
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures |
2019 |
SIGMOD |
5.3864606e-05 |
| 6,574 |
Robust Performance of Main Memory Data Structures by Configuration |
2020 |
SIGMOD |
5.0055505e-05 |
| 6,964 |
A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores |
2019 |
VLDB |
4.8815971e-05 |
| 7,492 |
Krypton: Real-time Serving and Analytical SQL Engine at ByteDance |
2023 |
VLDB |
4.7180617e-05 |
| 8,355 |
A system design for elastically scaling transaction processing engines in virtualized servers |
2020 |
VLDB |
4.5381474e-05 |
| 9,233 |
Low-Latency Transaction Scheduling via Userspace Interrupts: Why Wait or Yield When You Can Preempt? |
2025 |
SIGMOD |
4.3690661e-05 |
| 9,721 |
Adaptive Energy-Control for In-Memory Database Systems |
2018 |
SIGMOD |
4.2965439e-05 |
| 10,190 |
P-MOSS: Scheduling Main-Memory Indexes Over NUMA Servers Using Next Token Prediction |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,415 |
SAP HANA Cloud: Data Management for Modern Enterprise Applications |
2025 |
SIGMOD |
4.1945683e-05 |
| 11,127 |
The Case for DBMS Live Patching |
2024 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 13 of 13 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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