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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
0.00012422084
Overall Rank
1,028 | 93.09%
DOI
10.14778/2876473.2876474

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 0.00012939225
1,059 Accelerating Relational Databases by Leveraging Remote Memory and RDMA 2016 SIGMOD 0.00012224884
1,241 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378254
1,763 Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure 2020 SIGMOD 9.7003359e-05
2,030 Efficient Distributed Memory Management with RDMA and Caching 2018 VLDB 9.1579506e-05
2,802 Distributed Join Algorithms on Thousands of Cores 2017 VLDB 7.9903139e-05
2,879 Distributed Lock Management with RDMA: Decentralization without Starvation 2018 SIGMOD 7.9150972e-05
3,006 Query Fresh: Log Shipping on Steroids 2018 VLDB 7.7609084e-05
3,135 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.6092468e-05
3,608 DFI: The Data Flow Interface for High-Speed Networks 2021 SIGMOD 7.1650501e-05
3,922 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.9229432e-05
4,173 In-Network Support for Transaction Triaging 2021 VLDB 6.7593239e-05
4,414 Strong consistency is not hard to get: Two-Phase Locking and Two-Phase Commit on Thousands of Cores 2019 VLDB 6.609914e-05
5,771 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9992698e-05
5,817 VectorH: Taking SQL-on-Hadoop to the Next Level 2016 SIGMOD 5.9840356e-05
5,991 Terabyte-Scale Analytics in the Blink of an Eye 2026 VLDB 5.9247663e-05
6,279 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.8247094e-05
7,175 CoRM: Compactable Remote Memory over RDMA 2021 SIGMOD 5.5934912e-05
7,451 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5236802e-05
7,976 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 5.4146123e-05
9,215 Chasing Similarity: Distribution-aware Aggregation Scheduling 2019 VLDB 5.2056826e-05
9,684 The HANA Native Query Engine for Lakehouse Systems 2025 VLDB 5.1423628e-05
9,687 DPDPU: Data Processing with DPUs 2025 CIDR 5.1408809e-05
9,746 Graphite: A NUMA-aware HPC System for Graph Analytics Based on a new MPI * X Parallelism Model 2020 VLDB 5.1349531e-05
9,844 D-RDMA: Bringing Zero-Copy RDMA to Database Systems 2022 CIDR 5.1217095e-05
10,917 No Silver Bullet: Boosting GaussDB Performance on the 30TB TPC-H Workload 2026 VLDB 4.9793485e-05
10,942 One Ring to Shuffle Them All: Scalable Intra-Process Data Redistribution with Ring-Buffer Shuffle in Redpanda Oxla 2026 VLDB 4.9793485e-05
11,865 Scaling Equi-Joins 2022 SIGMOD 4.9793485e-05
11,867 KafkaDirect: Zero-copy Data Access for Apache Kafka over RDMA Networks 2022 SIGMOD 4.9793485e-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 0.00068998927
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056855599
93 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034622929
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024598661
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002095191
423 Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems 2012 VLDB 0.00018491327
656 An Overview of The System Software of A Parallel Relational Database Machine GRACE 1986 VLDB 0.00015069885
702 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014673738
889 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013247362
945 The End of Slow Networks: It's Time for a Redesign 2016 VLDB 0.00012939225
1,206 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011541214
1,670 Handling Data Skew in Parallel Joins in Shared-Nothing Systems 2008 SIGMOD 9.9318041e-05
1,884 SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures 2014 VLDB 9.4388097e-05
1,995 Track Join: Distributed Joins with Minimal Network Traffic 2014 SIGMOD 9.2169073e-05
2,499 Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads 2015 VLDB 8.3815142e-05
4,615 Distributed Architecture of Oracle Database In-memory 2015 VLDB 6.5013614e-05
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