data-stream

A curated list of awesome big data frameworks, ressources and other awesomeness.

Apache Kafka running on Kubernetes

Probabilistic data structures for processing continuous, unbounded streams.

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

NIST Certified SCAP 1.2 toolkit

A lightweight stream processing library for Go

A stream processing API for Go (alpha)

Series and Panels for Real-time and Exploratory Analysis of Data Streams

Simple yet powerful live data computation framework

The Open Source Time-Series Data Historian

The Tornado 🌪️ framework, designed and implemented for adaptive online learning and data stream mining in Python.

Event Based Applications [DEPRECATED]

Appbase.io streaming client lib for Javascript

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.

A framework for data stream modeling and associated data mining tasks such as clustering and classification. - R Package

unsupervised concept drift detection

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow)

MIST: High-performance IoT Stream Processing

Verifies data streams from synchrophasor measurement devices

In this project, we implemented a topic detection system on Twitter. This system reads tweets from a data stream and assigns them to one of the existing clusters or a new one. Each cluster acts as an agent, which makes the proposed approach a multi-agent system. There is also a coordinator, who monitors the whole system and coordinates the agent.

A library for performing Content-Defined Chunking (CDC) on data streams.

HyperLogLog and other probabilistic data structures for mining in data streams

A simple C# network library.

A Node.js and JavaScript synchronous data pipeline processing, data sharing and stream processing library. Actionable & Transformable Pipeline data processing.

a suite of benchmark applications for distributed data stream processing systems

Simple cloud based logger for microcontrollers.

RPJiOS: RPJ's RPi OS, a sensor data platform for the Raspberry Pi built with python2.7 and redis.

非结构化课程作业，包括社交网络、链路预测、数据流、文本分析

Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" accepted in IEEE Internet of Things Magazine.