SREWorks VS scotty-window-processor

Compare SREWorks vs scotty-window-processor and see what are their differences.

SREWorks

Cloud Native DataOps & AIOps Platform | 云原生数智运维平台 (by alibaba)
Kubernetes Sre Application SaaS Cloudnative dataops aiops oam Engineering Maintenance Operation Ops DevOps K8s Flink
Source Code
sreworks.cn
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scotty-window-processor

This repository provides Scotty, a framework for efficient window aggregations for out-of-order Stream Processing. (by TU-Berlin-DIMA)
Stream Processing Windowing Stream flink-stream-processing Flink
Source Code
tu-berlin-dima.github.io
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SREWorks scotty-window-processor
2 1
1,702 75
1.0% -
6.6 4.6
23 days ago 8 months ago
Java Java
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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SREWorks

Posts with mentions or reviews of SREWorks. We have used some of these posts to build our list of alternatives and similar projects.

scotty-window-processor

Posts with mentions or reviews of scotty-window-processor. We have used some of these posts to build our list of alternatives and similar projects.
  • Implementing a “Lookback” Window Using Apache Flink’s KeyedProcessFunction
    1 project | /r/RedditEng | 10 Oct 2023
    This concept is similar to a sliding window with a small step size, but with a more memory-efficient implementation. By using “slice sharing” instead of duplicating events into every overlapping window, the memory footprint is reduced. Scotty window processor is an open-source implementation of memory-efficient window aggregations with connectors for popular stream processors like Flink. This is a promising avenue for approximating a “lookback” window when aggregations like count, sum or histogram are required.

What are some alternatives?

When comparing SREWorks and scotty-window-processor you can also consider the following projects:

linstor-server - High Performance Software-Defined Block Storage for container, cloud and virtualisation. Fully integrated with Docker, Kubernetes, Openstack, Proxmox etc.

LakeSoul - LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.

batch-processing-gateway - The gateway component to make Spark on K8s much easier for Spark users.

jdsp - A Java Library for Digital Signal Processing

rainbond - No need to know Kubernetes' cloud native application management platform | 不用懂 Kubernetes 的云原生应用管理平台

bitsail - BitSail is a distributed high-performance data integration engine which supports batch, streaming and incremental scenarios. BitSail is widely used to synchronize hundreds of trillions of data every day.

kubevela - The Modern Application Platform. [Moved to: https://github.com/kubevela/kubevela]

Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

kubevela - The Modern Application Platform.

SREWorks vs linstor-server scotty-window-processor vs LakeSoul SREWorks vs batch-processing-gateway scotty-window-processor vs jdsp SREWorks vs rainbond scotty-window-processor vs bitsail SREWorks vs kubevela scotty-window-processor vs Zeppelin SREWorks vs kubevela