InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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IBM Extends its Cloud Data Analytics Services
IBM has announced four new data services: Analytics Exchange, Compose Enterprise, Graph, and Predictive Analytics. IBM’s new data services are meant to enable users to analyze their own data or get access to datasets provided by IBM. While some of the services run on Bluemix, for others the data can be deployed on other clouds, including private ones.
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Results of the InfoQ Readership Survey 2015
We present here the results for three questions included in the Readership Survey that InfoQ ran in 2015.
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Q&A with Aleksey Shipilev on Compact Strings Optimization in OpenJDK 9
OpenJDK 9 introduces the compact strings optimization. InfoQ interviews Oracle Java performance engineer Aleksey Shipilev to understand more about this optimization and its performance impact.
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Benchmarking Netflix Dynomite with Redis on AWS
Last year, Netflix Cloud Database Engineering (CDE) team introduced Dynomite. Dynomite is a proxy layer, aiming to turn any non-distributed database into a sharded, multi-region replication aware distributed database system. Now Netflix released a benchmark using Dynomite with Redis in AWS infrastructure.
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How Airbnb Uses Net Promoter Score to Predict Guest Rebooking
Net Promoter Score (NPS) is a customer loyalty metric used to determine the likelihood that a customer will return to a company's website or use their service again. Airbnb uses NPS extensively in measuring the customer loyalty, as a more effective measurement to determine the likelihood that a customer will return to book again or recommend the company to their friends.
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Hazelcast Version 3.6 Features Performance Improvements and Cloud Management
Hazelcast has released version 3.6 of their flagship in-memory grid and caching software, featuring numerous performance improvements and new cloud management and container deployment options.
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QCon New York Tracks Announcement
QCon New York returns to the New York Marriott at the Brooklyn Bridge June 13-15th. Check out this year's tracks.
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GS Collections Moves to the Eclipse Foundation
InfoQ talks to GS Collections creator Donald Raab about the just announced move of the GS Collections open source framework to the Eclipse Foundation
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Yahoo Open-Sources DataSketches for Faster Operations Over Streams
Yahoo has open-sourced DataSketches, a library written in Java for stochastic streaming algorithms. DataSketches is able to perform traditionally expensive operations, like counting distinct occurrences of a variable within a stream, using a fraction of time and memory and with a predictable error margin.
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New Year's Resolutions, New Talks Posted, & Workshop Registrations Open
Some of this year’s confirmed QCon London sessions include: Survival to Ubiquity: Netflix Global Architecture by Josh Evans; Spring Framework 5 - Preview & Roadmap by Juergen Hoeller; The quest for low-latency with concurrent Java by Martin Thompson.
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Riley Newman on How Airbnb Uses Data Science
Riley Newman, head of data science at Airbnb, recently published an article describing how the Californian startup defines and uses data science. He explains that data can be seen as the voice of the customers, and data science as an act of interpretation. He also details several initiatives that have been particularly important for scaling data science.
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Yahoo! Benchmarks Apache Flink, Spark and Storm
Yahoo! has benchmarked three of the main stream processing frameworks: Apache Flink, Spark and Storm.
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Data Science in F# using FsLab: Interview with Tomas Petricek
FsLab, a collection of F# ooen source libraries for doing Data Science, was released earlier this year, InfoQ reached out with Tomas Petricek, creator of the project, to get more details.
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Facebook Open Sourcing AI Hardware Design
Facebook recently announced open sourcing hardware design for its custom designed Open Rack compatible hardware. Attributing advances in Machine Learning and Artificial Intelligence to richer data sets and more powerful GPU-based systems, Facebook is unveiling its next generation systems code-named “Big Sur”, after the synonymous location in California.
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QCon New York returns for it’s 5th year, June 13 - 17, 2016
The 5th Annual QCon New York, a practitioner-driven conference designed for software architects/tech leads/leaders who influence innovation in their teams, has opened registrations. QCon New York will be held at the Brooklyn Bridge Marriott and has tickets on sale for $1645 through Dec 19th.