Intel open-sources BigDL, a distributed deep learning library that runs on Apache Spark. It leverages existing Spark clusters to run deep learning computations and simplifies the data loading from big datasets stored in Hadoop.
Yahoo! has open sourced Screwdriver, their CD tool used internally in production.
The 2017 State of Testing survey aims to provide insights into how the testing profession develops. The survey is open throughout January 2017.
At the AWS re:Invent conference, Amazon launched Rekognition, a managed service for Image Recognition and Analysis, powered by Deep Learning. The capabilities that Rekognition provides include Object and Scene detection, Facial Analysis, Face Comparison and Facial Recognition. The service attempts to extract meaning from visual content for the 1.2 Trillion pictures captured annually.
Instacart is an online delivery service for groceries under one hour. Customers order the items on the website or using the mobile app, and a group of Instacart’s shoppers go to local stores, purchase the items and deliver them to the customer. InfoQ interviewed Mathieu Ripert, data scientist at Instacart, to find out how machine learning is leveraged to guarantee a better customer experience.
HashiCorp has released v0.8 of Terraform, an open source tool that enables the building, combining and launching of programmable infrastructure providers such as Amazon Web Services, VMware vSphere, and UltraDNS. Major new functionality includes an interactive console, conditional values, and HashiCorp Vault and Nomad providers.
Project Springfield is a fuzz testing service for finding security critical bugs in software. William Blum, principal software engineering manager on the Springfield team at Microsoft Research, explains how adopting F# helped the team build the cloud service.
Amazon's Simple Queue Service (SQS) recently gained FIFO (first-in, first-out) queues, which are designed to "guarantee that messages are processed exactly once, in the order that they are sent, and without duplicates". AWS rolled out this new queue type in the US East (Ohio) and US West (Oregon) regions and "plans to make it available in many others in early 2017".
This past November, Microsoft launched, what it is calling, the Industry’s First Cloud Bot-as-a-Service platform. The Azure Bot Service is powered by the Microsoft Bot Framework and has a serverless compute back-end built on Azure Functions. Using the Bot service allows developers to build conversational applications that plug into many popular chat applications.
Enterprise cloud usage has been in the forefront of big players for the past few years. Amazon, IBM, Google and Microsoft are expanding their offerings to serve better the enterprise users and their needs. Google announced a set of machine learning based services focused on enterprise users.
The latest GitLab version, 8.15, provides new CD/CI features aimed to automate deployments on a variety of platforms and to make it easier to reach your staging or production deployments through a command line interface.
Google has introduced Actions on Google which allow developers to build Google Assistant-based conversational apps, including integration with the Google Home device.
Just days after the end of re:Invent, AWS shared news of further geographic expansion. Amazon added locations in Montréal and London, representing the 15th and 16th regions of the AWS cloud.
The CNCF have released version 1.5 of the Kubernetes container orchestration system. Core improvements focus on beta functionality associated with deployment and scaling of stateful applications, and making it possible to perform cluster operations without disrupting applications. Alpha support has also been added for Windows Server 2016 nodes and the scheduling of Windows Server Containers.
Hardening Docker containers in production involves a combination of techniques including making them immutable, minimizing the attack surface and applying both standard Linux hardening procedures as well as ones that are specific to a container environment.