InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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The Relationship between Team Emotion and Delivery
AI firm Deep Affects studied Jira projects, presenting a relationships between emotional health and team productivity. Their findings are also supported by Gallup's 2017 State of the Workforce survey which indicates the cost of not having emotionally engaged teams.
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Google Cloud Platform Recommends Strong Consistency in Data Stores
A recent post on the Google Cloud Platform blog recommends strong consistency in the data layer, which helps in creating an application platform that reduces complexity and the potential for bugs.
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Neural Networks Trained on Images for Autonomous Vehicles Allow Drones to Navigate through Streets
A research team at the University of Zurich published a paper detailing how they got drones to fly on street-level in a safe manner. To predict the steering angles and possible collisions the researchers created a deep neural network. It produces a steering angle to navigate the drone itself, and a collision probability so the drone can recognize dangerous situations and react to them.
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Q&A on Machine Learning and Kubernetes with David Aronchick of Google from Kubecon 2017
InfoQ caught up with David Aronchick, product manager at Google and contributor to Kubeflow about the synergy between Kubernetes and Machine Learning at Kubecon 2017.
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Machine Learning and Artificial Intelligence - Two Conferences to Attend in 2018
The IEEE publishes an annual list of the Top 10 Technology Trends for each upcoming year. Making the list for 2018 are multiple topics surrounding artificial intelligence and machine learning. Deep learning comes in as the IEEE hottest trend for 2018.
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Microservices Resiliency and Fault Tolerance Using Istio and Kubernetes
Animesh Singh and Tommy Li from IBM spoke at the recent KubeCon + CloudNativeCon North America 2017 Conference about the microservices resiliency and fault tolerance leveraging Istio framework. They also showed how to configure and use circuit breakers and other resiliency features using Istio.
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Deep Image Priors on Neural Networks with No Training
Researchers at Oxford and Skoltech develop a generative neural network that successfully renders deep-image priors with no training.
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Hazelcast Joins the Eclipse Foundation
Hazelcast, a provider in open source In-Memory Data Grid (IMDG), recently joined the Eclipse Foundation to work with the other members of the Eclipse community to mainly focus on JCache, Eclipse MicroProfile, and EE4J. Greg Luck, CEO at Hazelcast, spoke to InfoQ about Hazelcast joining the Eclipse Foundation.
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Modern Big Data Pipelines over Kubernetes
Container management technologies like Kubernetes make it possible to implement modern big data pipelines. Eliran Bivas, senior big data architect at Iguazio, spoke at the recent KubeCon + CloudNativeCon North America 2017 Conference about big data pipelines and how Kubernetes can help develop them.
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Building GPU Accelerated Workflows with TensorFlow and Kubernetes
Daniel Whitenack spoke at the recent KubeCon + CloudNativeCon North America 2017 Conference about GPU based deep learning workflows using TensorFlow and Kubernetes technologies. He discussed the open source data pipeline framework Pachyderm.
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How Apple Does Realtime Recognition of Handwritten Chinese Characters
Apple details building on-device handwritten Chinese character recognition with convolutional-neural networks and image recognition.
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Panel on the Future of AI
An SF QCon panel on the future of AI explored some issues facing machine learning today. The areas explored: critical issues facing AI right now, how has technology changed the way people are hired, how non-leading edge companies make the best use of current technologies, what the role of humans in relation to AI is, and exciting new breakthroughs on the immediate horizon.
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Spring Security 5.0.0 Released
Pivotal has released Spring Security 5.0.0, the first major release since 4.0.0, featuring OAuth support and support for project Reactor and WebFlux.
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Microsoft Quantum Development Kit Available to Developers
Microsoft announced its plans to build a quantum computer at its Ignite conference and promised a development kit. Now, the Microsoft Quantum Development Kit has become available as a free preview.
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Amazon's Graph Database Neptune Supports Read Replicas, Point-in-Time Recovery and S3 Backup
Amazon's new graph NoSQL database Neptune can be used to build and run applications that work with highly connected datasets. It also supports read replicas, point-in-time recovery, continuous backup to Amazon S3, and replication across Availability Zones (AZ).