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How to Measure Scalability of Distributed Stream Processing Engines?

https://doi.org/10.1145/3447545.3451190
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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

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

inferredcites →https://doi.org/10.1007/s00778-023-00819-8openalex-snapshot
A survey on the evolution of stream processing systems
inferredcites →https://doi.org/10.1016/j.bdr.2021.100209openalex-snapshot
Theodolite: Scalability Benchmarking of Distributed Stream Processing Engines in Microservice Architectures
inferredcites →https://doi.org/10.1016/j.future.2020.07.012openalex-snapshot
Performance evaluation of real-time stream processing systems for Internet of Things applications
inferredcites →https://doi.org/10.1016/j.procs.2015.09.225openalex-snapshot
CloudStore – Towards Scalability Benchmarking in Cloud Computing
inferredcites →https://doi.org/10.1109/71.862209openalex-snapshot
Evaluating the scalability of distributed systems
inferredcites →https://doi.org/10.1109/comapp.2017.8079733openalex-snapshot
A Comparison of Stream Processing Frameworks
inferredcites →https://doi.org/10.1109/icac.2017.34openalex-snapshot
Scalability Analysis of Cloud Software Services
inferredcites →https://doi.org/10.1145/1287624.1287679openalex-snapshot
A framework for characterization and analysis of software system scalability
inferredcites →https://doi.org/10.1145/1807167.1807231openalex-snapshot
An evaluation of alternative architectures for transaction processing in the cloud
inferredcites →https://doi.org/10.1145/2517349.2522737openalex-snapshot
Discretized streams
inferredcites →https://doi.org/10.1145/2588555.2595641openalex-snapshot
Storm@twitter
inferredcites →https://doi.org/10.1145/2649563.2649571openalex-snapshot
Towards a Resource Elasticity Benchmark for Cloud Environments
inferredcites →https://doi.org/10.1145/2719919openalex-snapshot
Hadoop superlinear scalability
inferredcites →https://doi.org/10.1145/2737182.2737185openalex-snapshot
Scalability, Elasticity, and Efficiency in Cloud Computing
inferredcites →https://doi.org/10.1145/3242153.3242155openalex-snapshot
Streams and Tables
inferredcites →https://doi.org/10.1145/350391.350432openalex-snapshot
Characteristics of scalability and their impact on performance
inferredcites →https://doi.org/10.1186/s40537-019-0215-2openalex-snapshot
Evaluation of distributed stream processing frameworks for IoT applications in Smart Cities
inferredcites →https://doi.org/10.14778/2732977.2732995openalex-snapshot
Benchmarking scalability and elasticity of distributed database systems

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4379579openalex-extracted
Benchmarking Scalability of Stream Processing Frameworks Deployed as Event-Driven Microservices in the Cloud
inferred← citeshttps://doi.org/10.1007/s00607-022-01056-7openalex-snapshot
Scalability and performance analysis of BDPS in clouds
inferred← citeshttps://doi.org/10.1007/s10115-025-02589-xopenalex-snapshot
A comprehensive survey of stream reasoning and its integration with knowledge graphs
inferred← citeshttps://doi.org/10.1007/s10664-022-10162-1openalex-snapshot
A configurable method for benchmarking scalability of cloud-native applications
inferred← citeshttps://doi.org/10.1007/s11227-022-05024-yopenalex-snapshot
Micro-batch and data frequency for stream processing on multi-cores
inferred← citeshttps://doi.org/10.1109/access.2023.3314201openalex-snapshot
Comparing the Scalability of Communication Networks and Systems
inferred← citeshttps://doi.org/10.1109/acctcs53867.2022.00085openalex-snapshot
Distributed Streaming Computing Mode Based on Fast Message Mechanism
inferred← citeshttps://doi.org/10.1109/ic2e55432.2022.00015openalex-snapshot
Streaming vs. Functions: A Cost Perspective on Cloud Event Processing
inferred← citeshttps://doi.org/10.1109/ic2e55432.2022.00026openalex-snapshot
Scalable Collaborative Software Visualization as a Service: Short Industry and Experience Paper
inferred← citeshttps://doi.org/10.1109/ic2e55432.2022.00037openalex-snapshot
Demo Paper: Benchmarking Scalability of Cloud-Native Applications with Theodolite
inferred← citeshttps://doi.org/10.1109/ic2e59103.2023.00018openalex-snapshot
Towards a Benchmark for Fog Data Processing
inferred← citeshttps://doi.org/10.1109/pdp55904.2022.00011openalex-snapshot
Evaluating Micro-batch and Data Frequency for Stream Processing Applications on Multi-cores
inferred← citeshttps://doi.org/10.1145/3491204.3527482openalex-snapshot
Beauty and the Beast
inferred← citeshttps://doi.org/10.1145/3629526.3645036openalex-snapshot
ShuffleBench: A Benchmark for Large-Scale Data Shuffling Operations with Distributed Stream Processing Frameworks
inferred← citeshttps://doi.org/10.21941/kcss/2023/2openalex-snapshot
Scalability Benchmarking of Cloud-Native Applications Applied to Event-Driven Microservices
inferred← citeshttps://doi.org/10.4018/979-8-3693-9851-7.ch009openalex-snapshot
Cloud-Based Software Architecture for Scalability and Resilience
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