Database-as-a-service (DBaaS) supplier DataStax on Thursday mentioned that it’s buying Seattle-based machine learning services offering firm Kaskada for an undisclosed quantity.  

The acquisition of Kaskada will assist DataStax introduce data-based, event-driven and real-time machine learning capabilities to its choices, corresponding to its serverless, NoSQL database-as-a-service AstraDB and Astra Streaming, the corporate mentioned in an announcement. AstraDB relies on Apache Cassandra.

DataStax’s resolution to carry Kaskada into its fold comes at a time when enterprises need to construct extra clever functions with a purpose to enhance the effectivity of inner operations and allow higher buyer expertise.

In line with a report from market analysis firm Gartner, by 2022, almost 90% of recent software program functions which can be developed enterprise will comprise machine learning fashions or services as enterprises make the most of the large quantities of knowledge out there to corporations as of late.

Nevertheless, enterprises can face challenges of scaling and excessive prices whereas constructing AI-driven functions, as these packages can’t depend on conventional processes corresponding to batch extraction, transformation and loading (ETL), however moderately need to be inbuilt such a means that information evaluation happens immediately on an information platform with a purpose to obtain quicker decision-making.

Kaskada’s know-how helps remedy these points, in keeping with a joint assertion despatched by the businesses.

“The Kaskada technology is designed to process large amounts of event data as streams or stored in databases and its unique time-based capabilities can be used to create and update features for machine learning models based on sequences of events, or over time,” the businesses mentioned, including that this enables enterprises to adapt to evolving content material and generate predictions primarily based on totally different contexts.

DataStax will launch the core Kaskada know-how below an open-source license later this 12 months, mentioned Ed Anuff, chief product officer at DataStax.

The corporate plans to supply it as a brand new machine learning service within the cloud within the close to future, Anuff added.

Kaskada, which additionally has been contributing to open-source communities, has raised about $9.8 million in funding from enterprise capital corporations corresponding to NextGen Enterprise Companions, Voyager Capital and Bessemer Enterprise Companions.  

Its co-founders, who hail from Google’s engineering crew and The Apache Software program Basis, embody CEO Davor Bonaci andCTO Ben Chambers.

Copyright © 2023 IDG Communications, Inc.


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The Obsessed Guy
Hi, I'm The Obsessed Guy and I am passionate about artificial intelligence. I have spent years studying and working in the field, and I am fascinated by the potential of machine learning, deep learning, and natural language processing. I love exploring how these technologies are being used to solve real-world problems and am always eager to learn more. In my spare time, you can find me tinkering with neural networks and reading about the latest AI research.

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