InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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ScyllaDB Announces Major Release of Its NoSQL Database and Support for Concurrent OLTP and OLAP
At their annual Scylla Summit conference, ScyllaDB released version 3.0 of their flagship product, ScyllaDB Open Source 3.0. New features include: concurrent OLTP and OLAP; materialized views; secondary indexes; and compatibility with the Cassandra 3.x file format. Dor Laor, CEO at ScyllaDB, spoke to InfoQ about this latest release.
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Q&A with Christoph Windheuser on AI Applications in the Industry
Increased hardware power and huge amounts of data are making existing machine learning approaches like pattern recognition, natural language processing, and reinforcement learning possible. Artificial Intelligence is impacting the development process; it’s increasing the complexity of things like version control, CI/CD and testing.
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KubeCon 2018: The Return of SQL
Like many conferences, KubeCon 2018 has a variety of distributed database vendors. But what is unusual this year is every single one of them InfoQ talked to emphasized their support for SQL
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InfoQ's New Desktop Design Launched
We've made a number of changes to InfoQ's desktop site, the third major overhaul of our design since we got started in 2006. You can switch to the new design now to try it out.
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AWS Lambda Layers and Runtime API: beyond Officially Supported Runtimes
AWS re:Invent 2018 had numerous announcements of new features and services, including Lambda Layers, to centrally manage code and data shared across functions, and the Lambda Runtime API, expanding Lambda beyond JavaScript to any programming language.
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Microsoft Announces AI-Assisted IntelliCode for TypeScript and JavaScript in VS Code
Beyond the typical IntelliSense or code completion developers have come to appreciate, earlier this year Microsoft announced IntelliCode, a set of capabilities that provide AI-assisted development. The VS Code team has now announced a new experimental extension to bring IntelliCode to TypeScript and JavaScript users.
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Scaling Apache Kafka at Pinterest
Apache Kafka is used at Pinterest for transporting data for real time streaming applications, logging and visibility metrics for monitoring. Hosted on AWS, Pinterest’s Kafka installation uses the MirrorMaker and DoctorKafka tools for replication and high availability.
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TensorSpace.js Delivers Neural Network 3D Visualization Framework
TensorSpace.js provides an open source browser-based neural network data visualization framework to complement the growing machine learning landscape by supporting pre-trained models created with TensorFlow.js, Keras, or TensorFlow.
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Azure Machine Learning Services Now Generally Available
Microsoft has announced the general availability of the Azure Machine Learning service. Azure Machine Learning automates machine learning to make it easier to build, train and deploy models. The service is generally available now, with pricing to go into effect February 1, 2019.
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QCon.ai San Francisco 2019: AI & ML Conference Focused on Software Engineers Announces Tracks
QCon.ai, the first conference from the people behind QCon and InfoQ focused solely on artificial intelligence and machine learning for the software engineer, announces the tracks for the 2019 conference.
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Amazon Introduces Intelligent-Tiering for S3 Storage to Automatically Optimize Costs
Amazon introduces a new S3 Storage tier called Intelligent-Tiering which optimizes storage costs by automatically selecting the most cost-effective storage tier based on usage patterns. This new tier can help reduce costs for customers infrequently accessing their data in S3.
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AWS Marketplace Offers Machine Learning Algorithms and Model Packages
Amazon Web Services is offering machine learning algorithms and model packages on their AWS Marketplace. This was announced at AWS re:Invent Conference last week.
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Alexa Soon to Offer "Newscaster" Voice: Applying Generative Neural Networks for Text-to-Speech
Amazon recently announced the development of a customized Alexa voice, suitable for reading the news. In earlier implementations, text to speech functionality was achieved by concatenating small snippets of audio to produce the full sentence outcome. In the article we will discuss how Alexa can achieve a newscaster voice and how it can be expanded to several other types of voices in the future..
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Amazon Announces DynamoDB Support for Transactions
Amazon announced that its DynamoDB database service now supports Transactions, offering full atomicity, consistency, isolation, and durability (ACID) guarantee for developing highly scalable apps. With this capability, developers can build transaction guarantees for multi-item updates, making it easier to avoid conflicts and errors when developing highly scalable business-critical applications.
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Recap of AWS re:Invent 2018 Announcements
If you thought Amazon Web Services (AWS) might run out of services to launch, this year's re:Invent put that fear to rest. At the recently concluded event, AWS shared a flurry of announcements across a range of categories. re:Invent rarely has a "theme" for its announcements. But there was heavy attention on machine learning, databases, hybrid cloud, and account management.