InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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Protecting Artificial Intelligence from Itself
Applications using artificial intelligence can be fooled by adversarial examples, creating confusion in the model decisions. Input sanitization can help by filtering out improbable inputs before they are given to the model, argued Katharine Jarmul at Goto Berlin 2018. We need to start thinking of the models and the training data we put into them as potential security breaches, she said.
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Baidu Announces "OpenEdge", an Open-Source Edge Computing Platform
Recently Baidu Inc. announced China's first open-source edge computing platform called OpenEdge - allowing developers to build light, secure and scalable edge applications. The OpenEdge platform brings processing power to "edge devices" like smart home appliances and wearables.
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Amazon Introduces AWS RoboMaker for Building Intelligent Robotic Applications
At the recent AWS re:Invent 2018 conference, Amazon introduced AWS RoboMaker, a service that simplifies the development, testing and deployment of intelligent robotic applications at scale. RoboMaker includes extensions for the Robot Operating System (ROS) that enable cloud connectivity to AWS to take advantage of machine learning, cognitive, monitoring and analytics services.
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SQL Server 2019 Fixes Function Inlining Bug
Like most databases created in the last couple of decades, SQL Server allows developers to extend the database by creating functions. But prior to the upcoming 2019 release, SQL Server’s support for scalar functions was fraught with problems that caused them to run over a thousand times slower.
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Google Updates Cloud Spanner: Query Introspection, New Regions, and New Multi-Region Configurations
In a recent blog post, Google announced a few enhancements for Cloud Spanner - a globally distributed NewSQL database. Based on customer requests, Google updated the service with query introspection improvements, new region availability, and new multi-region configurations.
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Facebook Open-Sources PyText for Faster Natural Language Processing Development
In a recent blog post, Facebook announced they have open-sourced PyText, a modeling framework, used in natural language processing (NLP) systems. PyText is a library built upon PyTorch and improves the effectiveness of promoting experimentation projects to large-scale production deployments.
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InfoQ Headlines Now Available as Alexa Flash Briefing
InfoQ released an Alexa Flash briefing that tells you the latest tech-news available on InfoQ.com. This flash briefing skill gives you an update on the latest trends in software, and summarizes it in less than two minutes. The skill is available wherever Amazon has English Alexa skills.
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Microsoft Announces a Public Preview of Python Support for Azure Functions
At the recent Connect() event, Microsoft announced the public preview of Python support in Azure Functions. Developers can build functions using Python 3.6, based upon the open-source Functions 2.0 runtime and publish them to a Consumption plan.
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Deno: Secure V8 TypeScript Runtime from Original Node.js Creator
Deno is a rethink of a server-side JavaScript runtime from original Node.js creator Ryan Dahl, to address regrets and challenges with Node.js.
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Microsoft Previews Neural Network Text-To-Speech Capabilities
In a recent blog post, Microsoft announced a public preview of their neural network-powered text-to-speech capability, which is part of their Azure Cognitive Services offering. Within this release, the service makes computer generated voices indistinguishable from actual recordings. This technology has applications in chatbots, virtual assistants and converting digital text into audio books.
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Connecting Business Challenges and Emerging Technologies
Caragh O'Carroll spoke about three emerging technologies at Women in Tech Dublin 2018: Blockchain, robotic process automation, and artificial intelligence and machine learning. She explored how these technologies provide solutions to the challenges that businesses are facing.
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Epoc.js: Open Source JavaScript Brain-Sensor Controller Software
The recent transition from science fiction to reality for the Brain Machine Interface, coupled with Atwood's Law, "any application that can be written in JavaScript, will eventually be written in JavaScript," had led to Epoc.js, an open source control software for the Emotiv line of brain sensors.
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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