InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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QCon SF 19: Biggest Savings Deadline (July 27th) & Track Host Announcement
QCon San Francisco (Nov 11-15) is the conference for senior software engineers and architects to learn about the patterns, practices and use cases leveraged by the world’s most innovative software organizations, such as Google, Netflix, BBC, AWS, Microsoft, and GitHub. By registering before July 27 you can save $750 on the full three-day conference pass.
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Microsoft Announces Public Preview of Azure Data Share
Microsoft has announced the public preview of Azure Data Share, which provides capabilities to share data with users in the own organization, as well as with other organizations. Essentially, Microsoft positions the recently announced service as a big data tool, though it’s also possible to share individual files.
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Google Acquires Elastifile to Expand Its Cloud File Storage Offering
Google recently acquired Elastifile, a provider of scalable, enterprise file storage in the cloud. With the acquisition, Google further extends its current file storage offering, Cloud Filestore, and third-party partner offerings.
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Robot Social Engineering: Brittany Postnikoff at QCon New York
At QCon New York, Brittany Postnikoff presented “Robot Social Engineering: Social Engineering Using Physical Robots”. Quoting findings from academic research literature, she demonstrated that humans can often be manipulated via robots. A core message of the talk was the need for security and privacy to be part of any robot's fundamental design.
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Amazon Releases Aurora PostgreSQL Serverless to General Availability
Recently, Amazon announced the general availability of the PostgreSQL-compatible edition of Aurora Serverless.
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Google Releases TensorFlow.Text Library for Natural Language Processing
Google released a TensorFlow.Text, a new text-processing library for their TensorFlow deep-learning platform. The library allows several common text pre-processing activities, such as tokenization, to be handled by the TensorFlow graph computation system, improving consistency and portability of deep-learning models for natural-language processing.
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Google Releases Deep Learning Containers into Beta
In a recent blog post, Google announced Deep Learning Containers, allowing customers to get Machine Learning projects up and running quicker. Deep Learning consists of numerous performance-optimized Docker containers that come with a variety of tools necessary for deep learning tasks already installed.
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Facebook Open-Sources Deep-Learning Recommendation Model DLRM
Facebook AI Research announced the open-source release of a deep-learning recommendation model, DLRM, that achieves state-of-the-art accuracy in generating personalized recommendations. The code is available on GitHub, and includes versions for the PyTorch and Caffe2 frameworks.
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Moving Embodied AI forward, Facebook Open-Sources AI Habitat
In a recent blog post, Facebook has announced they have open-sourced AI Habitat, an Artificial Intelligence (AI) simulation platform that is designed to train embodied agents, such as virtual robots. Using this technology, robots can learn how to grab an object from an adjacent room or assist a visually-impaired person in navigating an unfamiliar transit system.
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Celia Kung on LinkedIn's Brooklin Data Streaming Service
Celia Kung from LinkedIn's team spoke at the QCon New York 2019 Conference last week about Brooklin data streaming service that supports pluggable sources and destinations. These can be data stores or messaging systems making the solution flexible and extensible. Brooklin is part of the streams infrastructure platform developed at LinkedIn.
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MIT Debuts Gen, a Julia-Based Language for Artificial Intelligence
In a recent paper, MIT researchers introduced Gen, a general-purpose probabilistic language based on Julia aimed to allow users to express models and create inference algorithms using high-level programming constructs.
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Paypal's Hera Supports MySQL and Oracle DB Connection Multiplexing, Read-Write Split and Sharding
Paypal's Hera framework supports database connection multiplexing, read-write split, sharding, and automatic SQL eviction capabilities. Petrica Voicu and Kenneth Kang from PayPal's development team spoke at QCon New York's 2019 Conference on Tuesday about the data access gateway. Hera, recently open sourced, is used to scale several PayPal applications.
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Front End Architecture in a World of AI
At QCon New York 2019, front end software engineer Thijs Bernolet of Oqton explained some of the challenges in creating front end architectures influenced by machine learning.
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Payara Tour of Japan 2019
Payara recently completed a one-week tour of Japan in which they visited prominent Java Users Groups. Featured speakers were Kenji Hasunuma, service engineer at Payara, Ondrej Mihályi, senior service engineer at Payara, and Yusuke Yamamoto, Java Champion, creator of Twitter4J, and president of Samuraism, a Japanese company providing development tools and training.
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AWS Enhances Deep Learning AMI, AI Services SageMaker Ground Truth, and Rekognition
Amazon Web Services (AWS) announced updates to their Deep Learning virtual machine image, as well as improvements to their AI services SageMaker Ground Truth and Rekognition.