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The End of Slow Networks: It's Time for a Redesign

Summary: RDMA-capable networks erase the old bottleneck, with bandwidth and latency rivaling memory channels and forcing a redesign of distributed in-memory DBMSs. Proposes a new architecture and shows OLTP/OLAP prototype results with large gains over existing designs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11531
Venue
VLDB
Year
2016
Pagerank
0.00012864533
Overall Rank
976 | 93.31%
DOI
10.14778/2904483.2904485

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{binnig_vldb16,
        title = {{The End of Slow Networks: It's Time for a Redesign}},
        author = {Binnig, Carsten and Crotty, Andrew and Galakatos, Alex and Kraska, Tim and Zamanian, Erfan},
        journal = {PVLDB},
        series = {{VLDB} '16},
        volume = {9},
        number = {7},
        pages = {528--539},
        doi = {10.14778/2904483.2904485},
        url = {https://doi.org/10.14778/2904483.2904485},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 46 of 46 citing papers.

Rank Citing Paper Year Venue Pagerank
1,076 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012270109
1,342 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00011098147
1,345 The End of a Myth: Distributed Transactions Can Scale 2017 VLDB 0.00011090483
1,392 Northstar: An Interactive Data Science System 2018 VLDB 0.00010936065
2,034 Efficient Distributed Memory Management with RDMA and Caching 2018 VLDB 9.2788175e-05
2,212 Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory 2022 SIGMOD 8.9411432e-05
2,926 Distributed Join Algorithms on Thousands of Cores 2017 VLDB 7.9549783e-05
3,080 Distributed Lock Management with RDMA: Decentralization without Starvation 2018 SIGMOD 7.7746739e-05
3,088 Query Fresh: Log Shipping on Steroids 2018 VLDB 7.7694381e-05
3,196 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 7.6467469e-05
3,243 Rethinking Database High Availability with RDMA Networks 2019 VLDB 7.6051655e-05
3,761 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 7.1450129e-05
3,851 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 7.0735328e-05
3,868 DFI: The Data Flow Interface for High-Speed Networks 2021 SIGMOD 7.0614899e-05
4,323 TurboGraph++: A Scalable and Fast Graph Analytics System 2018 SIGMOD 6.7608401e-05
4,456 AdaptDB: Adaptive Partitioning for Distributed Joins 2017 VLDB 6.692321e-05
4,519 G-Tran: A High Performance Distributed Graph Database with a Decentralized Architecture 2022 VLDB 6.6472999e-05
4,626 In-Network Support for Transaction Triaging 2021 VLDB 6.5985783e-05
4,677 Redy: Remote Dynamic Memory Cache 2022 VLDB 6.5698961e-05
4,861 CXL and the Return of Scale-Up Database Engines 2024 VLDB 6.4747307e-05
4,879 The Case for Network-Accelerated Query Processing 2019 CIDR 6.4669093e-05
5,109 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 6.3615847e-05
5,587 Distributed GPU Joins on Fast RDMA-capable Networks 2023 SIGMOD 6.1596139e-05
5,725 Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks 2020 SIGMOD 6.108451e-05
6,405 DPI: The Data Processing Interface for Modern Networks 2019 CIDR 5.8855242e-05
6,596 Near-Optimal Distributed Band-Joins through Recursive Partitioning 2020 SIGMOD 5.828647e-05
6,724 Skeena: Efficient and Consistent Cross-Engine Transactions 2022 SIGMOD 5.7924267e-05
6,776 X-SSD: A Storage System with Native Support for Database Logging and Replication 2022 SIGMOD 5.777467e-05
7,101 CoRM: Compactable Remote Memory over RDMA 2021 SIGMOD 5.7032817e-05
7,492 Scalable Distributed Inverted List Indexes in Disaggregated Memory 2024 SIGMOD 5.6047664e-05
7,722 ChronoCache: Predictive and Adaptive Mid-Tier Query Result Caching 2020 SIGMOD 5.5586232e-05
7,753 Databases on Modern Networks: A Decade of Research That Now Comes into Practice 2023 VLDB 5.5520108e-05
7,814 Rethinking Stateful Stream Processing with RDMA 2022 SIGMOD 5.5389009e-05
7,899 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5195553e-05
7,913 Efficient Distributed Transaction Processing in Heterogeneous Networks 2023 VLDB 5.5181056e-05
7,998 P4DB - The Case for In-Network OLTP 2022 SIGMOD 5.5093728e-05
8,361 Fiber-based Architecture for NFV Cloud Databases 2017 VLDB 5.4443037e-05
8,394 Topology-aware Parallel Data Processing: Models, Algorithms and Systems at Scale 2020 CIDR 5.4349805e-05
8,596 Zero-sided RDMA: Network-driven Data Shuffling for Disaggregated Heterogeneous Cloud DBMSs 2024 SIGMOD 5.4051515e-05
9,668 D-RDMA: Bringing Zero-Copy RDMA to Database Systems 2022 CIDR 5.2392753e-05
10,814 Dandelion: Smaller Clusters, Bigger Speeds—Distributed Transactions Redefined 2025 VLDB 5.093636e-05
11,011 From Scale-Up to Scale-Out: PolarDB’s Journey to Achieving 2 Billion tpmC 2025 VLDB 5.093636e-05
11,273 OLAP on Modern Chiplet-Based Processors 2024 VLDB 5.093636e-05
11,556 Scaling Equi-Joins 2022 SIGMOD 5.093636e-05
11,558 KafkaDirect: Zero-copy Data Access for Apache Kafka over RDMA Networks 2022 SIGMOD 5.093636e-05
11,763 Rethinking Message Brokers on RDMA and NVM 2020 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

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

Rank Cited Paper Year Venue Pagerank
83 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036185259
126 Schism: a Workload-Driven Approach to Database Replication and Partitioning 2010 VLDB 0.00030779127
165 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027693424
241 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023654664
252 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00023242719
471 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.0001793564
662 Building a Database on S3 2008 SIGMOD 0.00015176173
766 The Case for Determinism in Database Systems 2010 VLDB 0.0001420984
773 Low Overhead Concurrency Control for Partitioned Main Memory Databases 2010 SIGMOD 0.00014131021
892 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013376761
1,023 Extreme Scale with Full SQL Language Support in Microsoft SQL Azure 2010 SIGMOD 0.00012591922
1,076 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012270109
1,089 High Performance Transactions in Deuteronomy 2015 CIDR 0.00012242396
1,177 A Comprehensive Study of Main-Memory Partitioning and its Application to Large-Scale Comparison- and Radix-Sort 2014 SIGMOD 0.00011808761
1,420 Lightweight Locking for Main Memory Database Systems 2013 VLDB 0.00010829638
1,442 An Architecture for Compiling UDF-centric Workflows 2015 VLDB 0.00010778486
1,637 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.0001015538
1,754 Middleware based Data Replication providing Snapshot Isolation 2005 SIGMOD 9.8237803e-05
1,974 Track Join: Distributed Joins with Minimal Network Traffic 2014 SIGMOD 9.3658402e-05
2,407 Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases 2015 SIGMOD 8.6184333e-05
3,200 Locality-aware Partitioning in Parallel Database Systems 2015 SIGMOD 7.642132e-05
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