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High-Speed Query Processing over High-Speed Networks

Summary: A holistic distributed-query design unifies NUMA and cluster parallelism via hybrid local/distributed execution. An RDMA-based communication multiplexer with low-latency scheduling removes TCP, contention, and exchange-induced imbalance, enabling scalable high-speed analytics. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h5456a6e26cae6671
Venue
VLDB
Year
2016
Pagerank
0.00012416417
Overall Rank
1,028 | 93.10%
DOI
10.14778/2876473.2876474
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{rodiger_vldb16,
        title = {{High-Speed Query Processing over High-Speed Networks}},
        author = {Rödiger, Wolf and Mühlbauer, Tobias and Kemper, Alfons and Neumann, Thomas},
        journal = {PVLDB},
        series = {{VLDB} '16},
        volume = {9},
        number = {4},
        pages = {228--239},
        doi = {10.14778/2876473.2876474},
        url = {https://doi.org/10.14778/2876473.2876474},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank Citing Paper Year Venue Pagerank
945 The End of Slow Networks: It's Time for a Redesign 2016 VLDB 0.00012933247
1,060 Accelerating Relational Databases by Leveraging Remote Memory and RDMA 2016 SIGMOD 0.00012219425
1,242 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378275
1,764 Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure 2020 SIGMOD 9.6959345e-05
2,033 Efficient Distributed Memory Management with RDMA and Caching 2018 VLDB 9.1538227e-05
2,802 Distributed Join Algorithms on Thousands of Cores 2017 VLDB 7.9866934e-05
2,881 Distributed Lock Management with RDMA: Decentralization without Starvation 2018 SIGMOD 7.9114212e-05
3,007 Query Fresh: Log Shipping on Steroids 2018 VLDB 7.7593448e-05
3,136 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.605704e-05
3,609 DFI: The Data Flow Interface for High-Speed Networks 2021 SIGMOD 7.1617145e-05
3,923 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.919667e-05
4,173 In-Network Support for Transaction Triaging 2021 VLDB 6.7561241e-05
4,416 Strong consistency is not hard to get: Two-Phase Locking and Two-Phase Commit on Thousands of Cores 2019 VLDB 6.6067888e-05
5,772 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9964298e-05
5,818 VectorH: Taking SQL-on-Hadoop to the Next Level 2016 SIGMOD 5.9813045e-05
5,991 Terabyte-Scale Analytics in the Blink of an Eye 2026 VLDB 5.9219616e-05
6,282 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.821952e-05
7,179 CoRM: Compactable Remote Memory over RDMA 2021 SIGMOD 5.5908448e-05
7,455 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5210654e-05
7,980 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 5.4120499e-05
9,225 Chasing Similarity: Distribution-aware Aggregation Scheduling 2019 VLDB 5.2032183e-05
9,690 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 5.1399285e-05
9,693 DPDPU: Data Processing with DPUs 2025 CIDR 5.1384473e-05
9,751 Graphite: A NUMA-aware HPC System for Graph Analytics Based on a new MPI * X Parallelism Model 2020 VLDB 5.1325223e-05
9,851 D-RDMA: Bringing Zero-Copy RDMA to Database Systems 2022 CIDR 5.1192857e-05
10,926 No Silver Bullet: Boosting GaussDB Performance on the 30TB TPC-H Workload 2026 VLDB 4.9769913e-05
10,951 One Ring to Shuffle Them All: Scalable Intra-Process Data Redistribution with Ring-Buffer Shuffle in Redpanda Oxla 2026 VLDB 4.9769913e-05
11,871 Scaling Equi-Joins 2022 SIGMOD 4.9769913e-05
11,873 KafkaDirect: Zero-copy Data Access for Apache Kafka over RDMA Networks 2022 SIGMOD 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.0006897844
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056835296
93 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034607573
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024589307
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00020942751
425 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00018485358
657 An Overview of The System Software of A Parallel Relational Database Machine GRACE 1986 VLDB 0.0001506334
702 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014668058
890 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013241413
945 The End of Slow Networks: It's Time for a Redesign 2016 VLDB 0.00012933247
1,206 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011536099
1,671 Handling Data Skew in Parallel Joins in Shared-Nothing Systems 2008 SIGMOD 9.9271979e-05
1,885 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4345374e-05
1,997 Track Join: Distributed Joins with Minimal Network Traffic 2014 SIGMOD 9.2126022e-05
2,499 Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads 2015 VLDB 8.3795899e-05
4,617 Distributed Architecture of Oracle Database In-memory 2015 VLDB 6.4983584e-05
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