Containers to Overtake VMs in Application Platform Space, Says SDxCentral Survey
One of the key findings of the 2017 Container and Cloud Orchestration Report from SDXCentral is that container adoption has steadily increased in the last two years and is set to overtake virtual machines (VMs) in the application platform space. In 2016, only 8% of respondents had deployed containers while this year, 45% are already using it.
Q&A with Andrew Brust of Datameer Regarding Big Data's Role in AI
Rags Srinivas talks to Datameer's Andrew Brust about the larger role of Big Data in AI and how it's operationalized with SmartAI.
Researchers Improve State of the Art in Image Recognition Using Data Set with 300 Million Images
Researchers improved the state of the art results on several benchmarks with models trained on a generated data set with 300 million images instead of the 1 million normally used. To test what happens with more train data, Google created an internal dataset of 300 million images. They labelled the data automatically in a noisy way. The conclusion is that more training data indeed helps.
ContainerPilot 3.0 Released with Multiprocess Container Support
Joyent released version 3.0 of ContainerPilot which functions as an init system for running multiple processes inside containers. It automates the processes of service registration, service discovery, health checks, and lifecycle management for the processes. It has a new HTTP-based API, a simpler configuration language and Consul-only support.
AWS Release Lambda@Edge, Enabling Node.js Functions to Execute at the Edge Alongside CloudFront CDN
Amazon Web Services (AWS) have released Lambda@Edge as generally available, allowing customers to run Node.js Lambda functions “at the edge” across AWS point-of-presence locations globally, which can enable dynamic response to end users with very low latency.
Netflix Announces Genie 3
Netflix announced major revisions and functionality in their Big Data distributed workflow management tool, Genie 3. In its newest version, Genie 3 supports scalable, config-driven data processing executables and task pipelines.
Scalable Chatbot Architecture with eBay ShopBot Shopping Assistant
Robert Enyedi, software engineer at eBay spoke at QCon New York 2017 Conference about ShopBot personal shopping assistant application. ShopBot, launched in late 2016 based on Facebook Messenger bot, leverages AI components and the eBay user data to provide shopping options in a conversational style.
Enhancing Google Maps with Deep Learning and Street View
Google's Ground Truth team recently announced a new Deep Learning model for the automatic extraction of information from geo-located image files to improve Google Maps. This neural network model achieved a higher accuracy in processing the challenging French Street Name Signs (FSNS) dataset.
Facebook Publishes New Neural Machine Translation Algorithm
Facebook’s Artificial Intelligence Research team published research results using a new approach for neural machine translation (NMT). Their algorithm scores higher than any other system on three established machine translation tasks.
Developing Virtual Assistant Apps with Amazon Lex and Polly Deep Learning Technologies
Greg Bulmash from Amazon spoke at the OSCON 2017 Conference last week about developing your own virtual assistant applications using Amazon's Lex and Polly technologies.
Apache Metron Graduates to Top-Level Project
Hortonworks and Apache announce graduation of Metron, a realtime big data security platform to top-level project at the ASF.
Confluent Cloud, Apache Kafka as a Service in AWS
Apache Kafka is a distributed, fault-tolerant pub sub messaging soltuion, originally developed by LinkedIn and open sourced. Confluent was formed by former LinkedIn engineers in the Kafka development group and today announced Confluent Cloud, a fully hosted and managed Apache Kafka as a Service in AWS. We also take a look at Confluent's second annual Streaming Data report and its findings.
Amazon DynamoDB Accelerator (DAX) Released in Preview: In-Memory Cache for Read-Intensive Workloads
AWS has released Amazon DynamoDB Accelerator (DAX) in preview, a fully managed write-through caching service that sits logically in front of DynamoDB tables in order to improve performance for read-intensive workloads. DAX is API-compatible with DynamoDB, meaning that existing applications will not have to be re-written to take advantage of DAX.
Dani Traphagen on Next Phase of Distributed Systems with Apache Ignite
Dani Traphagen from GridGain spoke at OSCON 2017 Conference about Apache Ignite platform. She talked about the paradigm shift in viewing the disk as a bottleneck, the decreasing costs of memory and how to optimize toward the cache, leveraging it for microservices architectures with the open source project Apache Ignite.
Microsoft Invests in Hybrid Connectivity, Releases On-Premises Data Gateway
In a recent blog post, Microsoft announced the On-premises data gateway has reached General Availability (GA). This gateway allows for remote connectivity from many Microsoft PaaS and SaaS services to data sources residing behind a corporate firewall.
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