InfoQ Homepage News
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LG Releases New Hyperparameter Optimization Framework Called Auptimizer
Scientists at LG’s Advanced AI division released Auptimizer, an open-source framework for hyperparameter optimization of machine learning models. The software focuses on job distribution, scheduling and bookkeeping associated with performing hyperparameter optimization at scale, relying on existing packages for optimization algorithms.
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Managing eBay Vast Service Architecture Using Knowledge Graphs
Knowledge graphs describe knowledge domains based on expert input, data, and machine learning algorithms. eBay is using an application/infrastructure knowledge graph to manage its vast service architecture and provide a better experience for the roughly 200M buyers visiting the site.
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Google Introduces New Metrics for AI-Generated Audio and Video Quality
Google AI researchers published two new metrics for measuring the quality of audio and video generated by deep-learning networks, the Fréchet Audio Distance (FAD) and Fréchet Video Distance (FVD). The metrics have been shown to have a high correlation with human evaluations of quality.
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Migrating to GraphQL at Airbnb
Airbnb has successfully migrated much of its API to GraphQL, resulting in improved page load times and a more intuitive user experience. In a presentation at GraphQL Summit, Brie Bunge described the multi-stage migration process that has been used across many teams at Airbnb.
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Oracle Expands Cloud Native Services, Adds Kafka Streaming, API Gateway and Logging Support
In a recent blog post, Oracle announced the limited availability of three news service offerings in its Oracle Cloud Native Services platform. The three new services include Kafka Compatibility for Oracle Streaming, an API Gateway for managing connectivity to serverless components and containers and a Logging service that supports log management and analytics across resources and applications.
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Brave 1.0 Released to Improve Web Privacy
The Chromium-based Brave web browser recently announced its 1.0 release. Brave strives to improve performance, security, and privacy by blocking ads and other web trackers. Brave rewards its users when they opt into privacy-respecting ads and share ad revenue with website publishers.
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What Is Your Superpower? Neurodiversity and Tech at QConSF 2019
In her QCon SF 2019 talk, Elizabeth Schneider compared neurodiversity to superpowers. Once you know that you think differently, and understand how to protect your skills, you can take on the world.
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ESP32 IoT Devices Vulnerable to Forever-Hack
A popular WiFi chip, ESP32, contains a security flaw that enables hackers to implant malware that can never be removed. The attack works by implanting code into eFuses, a chip feature that can only be configured once.
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Michael Berthold on End-to-End Data Science Using KNIME Software
Open source data analytics platform KNIME CEO and co-founder Michael Berthold gave the keynote presentation at this year's KNIME Fall Summit 2019 Conference. He spoke about the end-to-end data science cycle. The data science process lifecycle mainly involves create and productionize categories.
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Chrome Updates Experimental Wake Lock API Support
The Wake Lock API prevents some aspect of a device from entering a power-saving state, a feature currently only available to native applications. Chrome 79 Beta updates its experimental support for this feature, adding promises and wake lock types.
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Microsoft Exploring Rust as the Solution for Safe Software
Microsoft has been recently experimenting with Rust to improve the safety of their software. In a talk at RustFest Barcelona, Microsoft engineers Ryan Levick and Sebastian Fernandez explained the challenges they faced in using Rust at Microsoft. Part of Microsoft's journey with Rust included rewriting a low-level Windows component, as Adam Burch explained.
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Ahead of re:Invent, Amazon Updates AWS Lambda
A series of updates to AWS Lambda aim to improve how the function-as-a-service platform handles asynchronous workflows and processes data streams. These newly announced features arrived the week before the annual mega-conference, AWS re:Invent.
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Data Science at the Intersection of Emerging Technologies
Kirk Borne, principal data scientist at Booz Allen Hamilton, gave a keynote presentation at this year’s Oracle Code One Conference on how the connection between emerging technologies, data, and machine learning are transforming data into value. Emerging technological innovations like AI, robotics, computer vision and more, are enabled by data and create value from data.
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Pulumi: Cloud Infrastructure with .NET Core
Earlier this month, Pulumi announced the addition of .NET Core to their supported languages. Pulumi is an open-source tool that allows the creation, deployment, and management of infrastructure as code on multiple cloud providers, similarly to HashiCorp Terraform.
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How Shopify Implements Custom Autoscaling Rules in Kubernetes
Andy Kwiatkowski from Shopify talked at the Velocity conference in Berlin about why they had to create a custom autoscaler in Kubernetes. Existing solutions for autoscaling didn’t fulfill Shopify’s needs, mainly because of the large and sudden influx of traffic requests they receive. Also, they needed a cost-efficient solution when scaling down or configuring complex scaling conditions.