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Rethinking Stateful Stream Processing with RDMA

Summary: Slash is a stateful stream processor using RDMA to accelerate distributed streaming, rethinking RDMA-aware design. It scales by sharing mutable state across nodes, avoiding re-partitioning, with up to 100× throughput on InfiniBand and 22× faster than RDMA-scale-out. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6343
Venue
SIGMOD
Year
2022
Pagerank
5.5389009e-05
Overall Rank
7,814 | 46.39%
DOI
10.1145/3514221.3517826

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{monte_sigmod22,
        title = {{Rethinking Stateful Stream Processing with RDMA}},
        author = {Del Monte, Bonaventura and Zeuch, Steffen and Rabl, Tilmann and Markl, Volker},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3517826},
        url = {https://dl.acm.org/doi/10.1145/3514221.3517826},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank Citing Paper Year Venue Pagerank
9,648 AMNES: Accelerating the computation of data correlation using FPGAs 2023 VLDB 5.2430158e-05
10,337 Accelerating Stream Processing Engines via Hardware Offloading 2026 SIGMOD 5.093636e-05
10,368 Enjima: A Resource-Adaptive Stream Processing System 2026 SIGMOD 5.093636e-05
10,432 Beluga: A CXL-Based Memory Architecture for Scalable and Efficient LLM KVCache Management 2026 SIGMOD 5.093636e-05
10,873 Unraveling the Impact of Window Semantics: Optimizing Join Order for Efficient Stream Processing 2025 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 25 of 25 cited papers.

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

Rank Cited Paper Year Venue Pagerank
19 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00058720861
220 Storm @Twitter 2014 SIGMOD 0.00024244587
224 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024130894
241 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023654664
361 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020138717
614 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00015720975
892 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013376761
976 The End of Slow Networks: It's Time for a Redesign 2016 VLDB 0.00012864533
983 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.0001283214
1,076 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012270109
1,278 A Seven-Dimensional Analysis of Hashing Methods and its Implications on Query Processing 2016 VLDB 0.00011362007
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
1,422 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB 0.00010823039
1,461 LLAMA: A Cache/Storage Subsystem for Modern Hardware 2013 VLDB 0.00010703712
3,060 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 7.8062155e-05
3,644 CoroBase: Coroutine-Oriented Main-Memory Database Engine 2021 VLDB 7.2306862e-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
4,279 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 6.7865878e-05
4,820 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 6.493623e-05
5,206 BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures 2019 SIGMOD 6.3180444e-05
6,108 Providing Streaming Joins as a Service at Facebook 2018 VLDB 5.9730511e-05
6,349 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 5.9049304e-05
7,047 Two Epoch Algorithms for Disaster Recovery 1990 VLDB 5.7183933e-05
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