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Fault-Tolerance in the Borealis Distributed Stream Processing System

Summary: Replication-based fault tolerance for Borealis tolerates node/network failures and partitions, processing inputs within a user-defined time threshold to trade availability for consistency. A data-serializing operator enforces global order; after healing, checkpoint/redo and undo/redo trade-offs restore consistency toward eventual consistency. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3620
Venue
SIGMOD
Year
2005
Pagerank
9.8472819e-05
Overall Rank
1,990 | 86.16%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank Citing Paper Year Venue Pagerank
1,551 Out-of-Order Processing: A New Architecture for High-Performance Stream Systems 2008 VLDB 0.00011416058
2,198 Continuous Analytics Over Discontinuous Streams 2010 SIGMOD 9.308495e-05
2,575 A Latency and Fault-Tolerance Optimizer for Online Parallel Query Plans 2011 SIGMOD 8.5133576e-05
3,210 Frontier: Resilient Edge Processing for the Internet of Things 2018 VLDB 7.3746627e-05
3,886 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 6.6661649e-05
5,939 Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows 2021 SIGMOD 5.2641681e-05
6,654 Moirae: History-Enhanced Monitoring 2007 CIDR 4.9733876e-05
7,534 Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams 2022 VLDB 4.7180004e-05
7,938 Correctness in Stream Processing: Challenges and Opportunities 2022 CIDR 4.613363e-05
8,662 Delay Aware Querying with Seaweed 2006 VLDB 4.4722862e-05
9,194 Phoebe: A Learning-based Checkpoint Optimizer 2021 VLDB 4.3761777e-05
9,318 Disaggregated State Management in Apache FlinkĀ® 2.0 2025 VLDB 4.3556432e-05
9,508 Borealis-R: A Replication-Transparent Stream Processing System for Wide-Area Monitoring Applications 2008 SIGMOD 4.3341665e-05
9,550 Supporting Distributed Feed-Following Apps over Edge Devices 2013 VLDB 4.325612e-05
11,819 Toward High-Performance Distributed Stream Processing via Approximate Fault Tolerance 2017 VLDB 4.1945683e-05
12,203 Resiliency-Aware Data Management 2011 VLDB 4.1945683e-05
12,254 iFlow: An Approach for Fast and Reliable Internet-Scale Stream Processing Utilizing Detouring and Replication 2010 VLDB 4.1945683e-05
12,400 Ad-Hoc Data Processing in the Cloud 2008 VLDB 4.1945683e-05
12,494 Quality-Aware Distributed Data Delivery for Continuous Query Services 2006 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072723062
115 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046221215
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
176 The Dangers of Replication and a Solution 1996 SIGMOD 0.00038197618
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035738595
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035426067
323 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00027492196
432 Flexible Time Management in Data Stream Systems 2004 PODS 0.00023368424
726 Load Shedding in a Data Stream Manager 2003 VLDB 0.00017511209
862 Implementing Recoverable Requests Using Queues 1990 SIGMOD 0.00015845857
1,003 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014698435
1,136 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00013760154
1,340 Scalable Distributed Stream Processing 2003 CIDR 0.00012489223
1,357 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 0.00012392275
1,717 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010793312
2,407 Operator Scheduling in a Data Stream Manager* 2003 VLDB 8.8804679e-05
2,492 Partial Results for Online Query Processing 2002 SIGMOD 8.6526489e-05
5,284 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 5.584855e-05
5,713 Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams 2004 VLDB 5.3581653e-05
7,567 A Theory of Redo Recovery 2003 SIGMOD 4.7085796e-05
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