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windowing in stream processing
Industry insights

A guide to windowing in stream processing

Explore streaming windows (including tumbling, sliding and hopping windows) and learn about windowing benefits, use cases and technologies.
Daniil Gusev
Lead Python Engineer
Graphic showing Quix Streams windowing code
Announcements

Introducing Streaming DataFrames

Learn how Streaming DataFrames can simplify real-time data processing in Python with a familiar DataFrame approach.
Tomáš Neubauer
CTO & Co-Founder
The Stream May 2023 banner.
Industry insights

The Stream — May 2023 edition

A monthly round-up of the most interesting news coming out of the stream processing ecosystem
Mike Rosam
CEO & Co-Founder
Illustration of two people in the desert.
Industry insights

Bridging the gap between data scientists and engineers in machine learning workflows

Moving code from prototype to production can be tricky—especially for data scientists. There are many challenges in deploying code that needs to calculate features for ML models in real-time. I look at potential solutions to ease the friction.
Mike Rosam
CEO & Co-Founder
Animated rocket going down.
Ecosystem

The drawbacks of ksqlDB in machine learning workflows

Using ksqlDB for real-time feature transformations isn't as easy as it looks. I revisit the strategy to democratize stream processing and examine what's still missing.
Mike Rosam
CEO & Co-Founder
The Stream April 2023 banner.
Industry insights

The Stream — April 2023 edition

A monthly round-up of the most interesting news coming out of the stream processing ecosystem
Mike Rosam
CEO & Co-Founder
Python and Quix logos in a colorful wavelength background.
Tutorials

A practical introduction to stream reprocessing in Python

Learn how to reprocess a stream of data with the Quix Streams Python library and Apache Kafka. You'll ingest some GPS telemetry data into a topic and replay the stream to try out different distance calculation methods.
Tomáš Neubauer
CTO & Co-Founder
Quix vs Flink logos on purple background.
Ecosystem

Quix as an Apache Flink alternative: a side-by-side comparison

Explore the differences between Quix and Apache Flink and find out when it's better to use Quix as a Flink alternative. If you’re searching for Apache Flink alternatives, this guide offers a detailed, fair comparison to help you make an informed decision.
Mike Rosam
CEO & Co-Founder
Kinesis vs Kafka logos on navy blue background
Ecosystem

Kinesis vs Kafka - A comparison of streaming data platforms

A comparison of Apache Kafka & Amazon Kinesis covering operational attributes, pricing and time to production, highlighting their key differences and use cases
Mike Rosam
CEO & Co-Founder
The Stream March 2023 banner.
Industry insights

The Stream — March 2023 edition

A monthly round-up of the most interesting news coming out of the stream processing ecosystem
Mike Rosam
CEO & Co-Founder
Quix and AWS logos on grey background and a bike.
Use Cases

Exploring real-time and batch analytics for e-bike telemetry with Quix and AWS

How Brompton's experiments with Quix and AWS technology are paving the way for an enhanced e-bike riding experience.
Mike Rosam
CEO & Co-Founder
Gzip compress to Kafka logos.
Tutorials

How to use gzip data compression with Apache Kafka and Python

Learn why data compression is vital and how use it with Kafka and kafka-python, focussing on gzip—one of the strongest compression tools that Kafka supports.
Tomáš Neubauer
CTO & Co-Founder
Two black Quix windows open in different tabs.
Announcements

Introducing Quix Streams, an open source library for telemetry data streaming

Lightweight, powerful, no JVM and no need for separate clusters of orchestrators. Here’s a look at our next-gen streaming library for C# and Python developers including feature summaries, code samples, and a sneak peek into our roadmap.
Tomáš Neubauer
CTO & Co-Founder
The Stream February 2023 banner.
Industry insights

The Stream — February 2023 edition

Build a simple event-driven system to get ML predictions with Python and Apache Kafka
Mike Rosam
CEO & Co-Founder
ML predictions with Python and Apache Kafka black background.
Tutorials

Build a simple event-driven system to get ML predictions with Python and Apache Kafka

Use the Quix Streams Python library to continuously stream email records from a CSV file, get an ML inference for each record, then stream the results back to a new Kafka topic.
Tomáš Neubauer
CTO & Co-Founder
The Stream January 2023 banner.
Industry insights

The Stream — January 2023 edition

How can you send time-series data to Apache Kafka using Python and Pandas? Plus Apache Flink news, memes, and meetups
Mike Rosam
CEO & Co-Founder
Tabular time series data Kafka Python.
Tutorials

How to send tabular time series data to Apache Kafka with Python and Pandas

Use Python to process time series data and send it to Apache Kafka. You'll use a large sample data set from an online-retailer and send the records in batches with Pandas and the kafka-python library.
Tomáš Neubauer
CTO & Co-Founder
The Stream December 2022 banner.
Industry insights

The Stream — December 2022 edition

The December 2022 edition of The Stream: covering this month in stream processing on the internet.
Mike Rosam
CEO & Co-Founder
Image showing icons of Quix and CoinAPI.
Tutorials

How to deploy a currency alerting pipeline with Quix and CoinAPI

How to build a powerful currency alerting pipeline in a few minutes with Quix and CoinAPI.
Tomáš Neubauer
CTO & Co-Founder
The Stream November 2022 banner.
Industry insights

The Stream — November 2022 edition

The November 2022 edition of The Stream: covering this month in stream processing on the internet.
Mike Rosam
CEO & Co-Founder
Quix Zoom team meeting.
Announcements

Quix raises $12.9m Series A to accelerate event-driven data apps

Why we've partnered with MMC Ventures, Project A Ventures and Passion Capital to accelerate our growth.
Mike Rosam
CEO & Co-Founder
SQL CDC logo image.
Tutorials

Build a CDC pipeline with the Quix SQL Server connector

Create a CDC pipeline and publish data to Kafka topics in just a few minutes with our open source SQL Server connector.
Steve Rosam
Head of Content
The Stream October 2022 banner.
Industry insights

The Stream — October 2022 edition

The October 2022 edition of The Stream: covering this month in stream processing on the internet.
Mike Rosam
CEO & Co-Founder
White machine at a factory.
Industry insights

Get more from IIoT with streaming data integrations

As the internet of things evolves, so does its application in industrial settings. Find out how to take Industrial IoT from a helpful tool to transformative technology with streaming data integrations.
Mike Rosam
CEO & Co-Founder
Banner of a case study for optimizing efficiency.
Use Cases

Optimizing manufacturing efficiency with streaming data and ML

How CloudNC makes better predictions for maintenance, generates insights with very low latency, and transforms its factory operations with streaming data.
Mike Rosam
CEO & Co-Founder
Person wearing a smartwatch.
Industry insights

Why IoT projects fail — and what you can do differently to succeed

If your last IoT project wasn’t wholly successful or you’d like to progress along the learning curve faster, we’ve got you covered.
Mike Rosam
CEO & Co-Founder
The stream

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