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Scabbard: Single-Node Fault-Tolerant Stream Processing

Summary: Scabbard is the first single-node, multi-core SPE with exact-once fault tolerance under limited I/O, removing cluster recovery. Persistence is integrated in the operator graph, with parallel, marker-guided discard and workload-aware compression to sustain 200M tuples/s and sub-second recovery. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
13031
Venue
VLDB
Year
2022
Pagerank
5.2434488e-05
Overall Rank
9,633 | 33.91%
DOI
10.14778/3489496.3489515

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{theodorakis_vldb22,
        title = {{Scabbard: Single-Node Fault-Tolerant Stream Processing}},
        author = {Theodorakis, Georgios and Kounelis, Fotios and Pietzuch, Peter and Pirk, Holger},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {2},
        pages = {361--374},
        doi = {10.14778/3489496.3489515},
        url = {https://doi.org/10.14778/3489496.3489515},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,337 Accelerating Stream Processing Engines via Hardware Offloading 2026 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 28 of 28 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 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00054886415
25 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00054667018
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041071971
60 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0003955489
133 A Case for Redundant Arrays of Inexpensive Disks (RAID) 1988 SIGMOD 0.00030370315
148 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.00029250767
220 Storm @Twitter 2014 SIGMOD 0.00024244587
224 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024130894
472 Optimizing Space Amplification in RocksDB 2017 CIDR 0.000179044
587 Linear Road: A Stream Data Management Benchmark 2004 VLDB 0.00016106078
612 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.0001573018
614 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00015720975
710 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014715033
892 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013376761
983 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.0001283214
1,190 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD 0.00011743246
1,422 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB 0.00010823039
3,060 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 7.8062155e-05
3,321 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 7.5216049e-05
3,531 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 7.337549e-05
3,851 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 7.0735328e-05
3,988 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.9720123e-05
4,278 Consistent Regions: Guaranteed Tuple Processing in IBM Streams 2016 VLDB 6.7871785e-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
5,756 Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows 2021 SIGMOD 6.097233e-05
6,349 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 5.9049304e-05
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