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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
6281
Venue
SIGMOD
Year
2022
Pagerank
4.6092573e-05
Overall Rank
8,001 | 44.34%
DOI
10.1145/3514221.3517826

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Showing 24 of 24 cited papers.

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

Rank Cited Paper Year Venue Pagerank
23 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00083894938
288 Storm @Twitter 2014 SIGMOD 0.00028939871
314 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00028084774
418 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023729211
538 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020678804
899 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00015509287
1,206 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013281657
1,226 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.00013180799
1,361 The End of Slow Networks: It's Time for a Redesign 2016 VLDB 0.00012379741
1,409 High-Speed Query Processing over High-Speed Networks 2016 VLDB 0.00012132768
1,696 A Seven-Dimensional Analysis of Hashing Methods and its Implications on Query Processing 2016 VLDB 0.00010881034
1,780 LLAMA: A Cache/Storage Subsystem for Modern Hardware 2013 VLDB 0.00010580669
1,819 The End of a Myth: Distributed Transactions Can Scale 2017 VLDB 0.00010429773
1,852 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00010322492
3,762 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 6.7804471e-05
4,184 CoroBase: Coroutine-Oriented Main-Memory Database Engine 2021 VLDB 6.3779731e-05
4,483 DFI: The Data Flow Interface for High-Speed Networks 2021 SIGMOD 6.148188e-05
4,488 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.145117e-05
4,795 Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines 2020 SIGMOD 5.9158043e-05
5,193 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 5.6371049e-05
5,657 BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures 2019 SIGMOD 5.3864606e-05
6,436 Providing Streaming Joins as a Service at Facebook 2018 VLDB 5.0636254e-05
6,587 Two Epoch Algorithms for Disaster Recovery 1990 VLDB 5.002105e-05
6,648 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 4.9771723e-05
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