bitsail VS scotty-window-processor

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

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. (by bytedance)
Flink Big Data data-integration data-lake data-pipeline data-synchronization High Performance Real-time
Source Code
bytedance.github.io
Suggest alternative
Edit details

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
Suggest alternative
Edit details
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
bitsail scotty-window-processor
1 1
1,584 75
1.1% -
6.6 4.6
5 months ago 9 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.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

bitsail

Posts with mentions or reviews of bitsail. 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 bitsail and scotty-window-processor you can also consider the following projects:

incubator-seatunnel - SeaTunnel is a distributed, high-performance data integration platform for the synchronization and transformation of massive data (offline & real-time). [Moved to: https://github.com/apache/seatunnel]

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.

kestra - Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.

jdsp - A Java Library for Digital Signal Processing

flink-kubernetes-operator - Apache Flink Kubernetes Operator

SREWorks - Cloud Native DataOps & AIOps Platform | 云原生数智运维平台

Apache Flink - Apache Flink

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

seatunnel - SeaTunnel is a next-generation super high-performance, distributed, massive data integration tool.

flink-remote-shuffle - Remote Shuffle Service for Flink

bitsail vs incubator-seatunnel scotty-window-processor vs LakeSoul bitsail vs kestra scotty-window-processor vs jdsp bitsail vs flink-kubernetes-operator scotty-window-processor vs SREWorks bitsail vs Apache Flink scotty-window-processor vs Zeppelin bitsail vs seatunnel bitsail vs flink-remote-shuffle