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DiffStream: differential output testing for stream processing programs

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/cpe.3928openalex-snapshot
Testing for linearizability
inferredcites →https://doi.org/10.1002/smr.2120openalex-snapshot
Testing MapReduce programs: A systematic mapping study
inferredcites →https://doi.org/10.1006/jpdc.1993.1015openalex-snapshot
Testing and Verifying Concurrent Objects
inferredcites →https://doi.org/10.1007/3-540-45937-5_14openalex-snapshot
StreamIt: A Language for Streaming Applications
inferredcites →https://doi.org/10.1007/3-540-60761-7openalex-snapshot
Partial-Order Methods for the Verification of Concurrent Systems
inferredcites →https://doi.org/10.1007/978-3-319-41540-6_6openalex-snapshot
The Commutativity Problem of the MapReduce Framework: A Transducer-Based Approach
inferredcites →https://doi.org/10.1007/978-3-319-48989-6_8openalex-snapshot
Formal Verification of Multi-Paxos for Distributed Consensus
inferredcites →https://doi.org/10.1007/s10009-003-0117-6openalex-snapshot
Efficient monitoring of safety properties
inferredcites →https://doi.org/10.1016/j.jlap.2008.08.004openalex-snapshot
A brief account of runtime verification
inferredcites →https://doi.org/10.1109/ase.2013.6693071openalex-snapshot
Testing properties of dataflow program operators
inferredcites →https://doi.org/10.1109/ccgrid.2010.112openalex-snapshot
An Analysis of Traces from a Production MapReduce Cluster
inferredcites →https://doi.org/10.1109/icac.2017.31openalex-snapshot
GOVERNOR: Smoother Stream Processing Through Smarter Backpressure
inferredcites →https://doi.org/10.1109/icse.2007.68openalex-snapshot
Randomized Differential Testing as a Prelude to Formal Verification
inferredcites →https://doi.org/10.1109/icse.2013.6606646openalex-snapshot
A characteristic study on failures of production distributed data-parallel programs
inferredcites →https://doi.org/10.1109/icse.2015.130openalex-snapshot
An Empirical Study on Quality Issues of Production Big Data Platform
inferredcites →https://doi.org/10.1109/iiswc.2013.6704673openalex-snapshot
Semantic characterization of MapReduce workloads
inferredcites →https://doi.org/10.1109/proc.1987.13876openalex-snapshot
Synchronous data flow
inferredcites →https://doi.org/10.1109/spdp.1992.242728openalex-snapshot
The complexity of sequential consistency
inferredcites →https://doi.org/10.1109/tc.2013.221openalex-snapshot
Safe Data Parallelism for General Streaming
inferredcites →https://doi.org/10.1109/tdsc.2009.4openalex-snapshot
A Large-Scale Study of Failures in High-Performance Computing Systems
inferredcites →https://doi.org/10.1137/s0097539794279614openalex-snapshot
Testing Shared Memories
inferredcites →https://doi.org/10.1142/2563openalex-snapshot
The Book of Traces
inferredcites →https://doi.org/10.1145/130616.130623openalex-snapshot
What are race conditions?
inferredcites →https://doi.org/10.1145/1327452.1327492openalex-snapshot
MapReduce
inferredcites →https://doi.org/10.1145/1375581.1375584openalex-snapshot
Race directed random testing of concurrent programs
inferredcites →https://doi.org/10.1145/1379022.1375584openalex-snapshot
Race directed random testing of concurrent programs
inferredcites →https://doi.org/10.1145/1508244.1508267openalex-snapshot
Efficient online validation with delta execution
inferredcites →https://doi.org/10.1145/1559845.1559873openalex-snapshot
Generating example data for dataflow programs
inferredcites →https://doi.org/10.1145/1629335.1629363openalex-snapshot
Flexible filters
inferredcites →https://doi.org/10.1145/1806596.1806634openalex-snapshot
Line-up
inferredcites →https://doi.org/10.1145/1838126.1838128openalex-snapshot
An extensible test framework for the Microsoft StreamInsight query processor
inferredcites →https://doi.org/10.1145/1989323.1989459openalex-snapshot
Inspector gadget
inferredcites →https://doi.org/10.1145/1993316.1993532openalex-snapshot
Finding and understanding bugs in C compilers
inferredcites →https://doi.org/10.1145/1993498.1993532openalex-snapshot
Finding and understanding bugs in C compilers
inferredcites →https://doi.org/10.1145/2025113.2025204openalex-snapshot
New ideas track
inferredcites →https://doi.org/10.1145/2063384.2063452openalex-snapshot
Efficient data race detection for distributed memory parallel programs
inferredcites →https://doi.org/10.1145/2517349.2522737openalex-snapshot
Discretized streams
inferredcites →https://doi.org/10.1145/2535838.2535845openalex-snapshot
Optimal dynamic partial order reduction
inferredcites →https://doi.org/10.1145/2535838.2535848openalex-snapshot
Replicated data types
inferredcites →https://doi.org/10.1145/2578855.2535845openalex-snapshot
Optimal dynamic partial order reduction
inferredcites →https://doi.org/10.1145/2591062.2591177openalex-snapshot
Nondeterminism in MapReduce considered harmful? an empirical study on non-commutative aggregators in MapReduce programs
inferredcites →https://doi.org/10.1145/265924.265927openalex-snapshot
Eraser
inferredcites →https://doi.org/10.1145/2670979.2670980openalex-snapshot
Automating Distributed Partial Aggregation
inferredcites →https://doi.org/10.1145/2723372.2742788openalex-snapshot
Twitter Heron
inferredcites →https://doi.org/10.1145/2737924.2737958openalex-snapshot
Verdi: a framework for implementing and formally verifying distributed systems
inferredcites →https://doi.org/10.1145/2813885.2737958openalex-snapshot
Verdi: a framework for implementing and formally verifying distributed systems
inferredcites →https://doi.org/10.1145/2815400.2815418openalex-snapshot
Parallelizing user-defined aggregations using symbolic execution
inferredcites →https://doi.org/10.1145/2815400.2815428openalex-snapshot
IronFleet
inferredcites →https://doi.org/10.1145/2884781.2884813openalex-snapshot
BigDebug
inferredcites →https://doi.org/10.1145/2980983.2908118openalex-snapshot
Ivy: safety verification by interactive generalization
inferredcites →https://doi.org/10.1145/3276530openalex-snapshot
Randomized testing of distributed systems with probabilistic guarantees
inferredcites →https://doi.org/10.1145/3314221.3314580openalex-snapshot
Data-trace types for distributed stream processing systems
inferredcites →https://doi.org/10.1145/78969.78972openalex-snapshot
Linearizability: a correctness condition for concurrent objects
inferredcites →https://doi.org/10.14778/3137765.3137770openalex-snapshot
Samza
inferredcites →https://doi.org/10.5555/2486788.2486869openalex-snapshot
Safe software updates via multi-version execution

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-030-88494-9_12openalex-snapshot
Differential Monitoring
inferred← citeshttps://doi.org/10.1007/978-3-031-80932-3_10openalex-snapshot
Robust Streaming Benchmark Design in the Presence of Backpressure
inferred← citeshttps://doi.org/10.1007/978-981-19-3015-7_41openalex-snapshot
A Survey on Advancements of Real-Time Analytics Architecture Components
inferred← citeshttps://doi.org/10.1007/s42979-025-03824-6openalex-snapshot
Testing Stream Programs from Pre/Post-models
inferred← citeshttps://doi.org/10.1016/j.jss.2023.111744openalex-snapshot
A Grey Literature Review on Data Stream Processing applications testing
inferred← citeshttps://doi.org/10.1109/ase56229.2023.00106openalex-snapshot
Perfce: Performance Debugging on Databases with Chaos Engineering-Enhanced Causality Analysis
inferred← citeshttps://doi.org/10.1109/icdcs57875.2023.00034openalex-snapshot
Fast Prototyping of Distributed Stream Processing Applications with stream2gym
inferred← citeshttps://doi.org/10.1109/tpds.2025.3587641openalex-snapshot
$\mathsf{streamline}$: Accelerating Deployment and Assessment of Real-Time Big Data Systems
inferred← citeshttps://doi.org/10.1109/tse.2024.3461657openalex-snapshot
D3: Differential Testing of Distributed Deep Learning With Model Generation
inferred← citeshttps://doi.org/10.1145/3452021.3458317openalex-snapshot
Synchronization Schemas
inferred← citeshttps://doi.org/10.1145/3473570openalex-snapshot
An order-aware dataflow model for parallel Unix pipelines
inferred← citeshttps://doi.org/10.1145/3503221.3508413openalex-snapshot
Stream processing with dependency-guided synchronization
inferred← citeshttps://doi.org/10.1145/3597926.3598044openalex-snapshot
Testing Graph Database Engines via Query Partitioning
inferred← citeshttps://doi.org/10.1145/3656434openalex-snapshot
Stream Types
inferred← citeshttps://doi.org/10.1145/3803437.3806090openalex-snapshot
Why Property-Based Testing is Necessary for Data Intensive Scalable Computing
inferred← citeshttps://doi.org/10.22399/ijcesen.5462openalex-snapshot
Benchmarking Autonomy: A Taxonomy of Human-in-the-Loop Checkpoints for AI-Generated Transformation Code
inferred← citeshttps://doi.org/10.3390/app11125523openalex-snapshot
s2p: Provenance Research for Stream Processing System
inferred← citeshttps://doi.org/10.3390/app11178057openalex-snapshot
SPOT: Testing Stream Processing Programs with Symbolic Execution and Stream Synthesizing
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