Big Data
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Tutorial: Spark application architecture and clusters
Learn how Spark components work together and how Spark applications run on standalone and YARN clusters
Tutorial: Spark application architecture and clusters
Learn how Spark components work together and how Spark applications run on standalone and YARN clusters
Why you should use Gandiva for Apache Arrow
An execution engine for Arrow-based in-memory processing, Gandiva brings dramatic performance improvements to analytical workloads
Review: MXNet deep learning shines with Gluon
With the addition of the high-level Gluon API, Apache MXNet rivals TensorFlow and PyTorch for developing deep learning models
The future is cloudy, with a chance of success
True cloud computing metaphors: not every cloud is a rain cloud, and too much rain is disastrous for the unprepared
Built for realtime: Big data messaging with Apache Kafka, Part 2
Learn how to use Apache Kafka's partitions, message offsets, and consumer groups to distribute load and scale your applications horizontally, handling up to millions of messages per day
Built for realtime: Big data messaging with Apache Kafka, Part 1
Apache Kafka scales horizontally and offers much higher throughput than some traditional messaging systems. Get started with installation, then build your first Kafka messaging system
Real-time data processing with data streaming: new tools for a new era
Real-time data streaming is still early in its adoption, but over the next few years organizations with successful rollouts will gain a competitive advantage
Real-time data processing with data streaming: new tools for a new era
Real-time data streaming is still early in its adoption, but over the next few years organizations with successful rollouts will gain a competitive advantage
Bossies 2018: The Best of Open Source Software Awards
InfoWorld recognizes the leading open source projects for software development, cloud computing, big data, and machine learning
The best open source software for data storage and analytics
InfoWorld’s 2018 Best of Open Source Software Award winners in databases and data analytics
What is a data lake? Flexible big data management explained
A data lake can be a much more flexible repository than a data warehouse. Or it can be a trash dump that grows and grows
Why there are no shortcuts to machine learning
As long as companies understand that good data science takes time in an enterprise, and give these people room to learn and grow, they won’t need shortcuts
Why there are no shortcuts to machine learning
As long as companies understand that good data science takes time in an enterprise, and give these people room to learn and grow, they won’t need shortcuts
Why we lose out if we leave everything to algorithms
If we trust a measurement system wholly to data and algorithms, will it inevitably be gamed by the humans it measures?
How to build stateful streaming applications with Apache Flink
Take advantage of Flink’s DataStream API, ProcessFunctions, and SQL support to build event-driven or streaming analytics applications
Introducing BigQuery ML for building predictive models with SQL
Google’s beta extension performs linear regression forecasting and binary logistic classification in the BigQuery data warehouse
Big data: enabling new approaches to IT infrastructure security
Big data technologies and advanced analytics, including AI, are promising a way to get ahead of cyber threats
3 big data platforms look beyond Hadoop
Learn how the Cloudera, Hortonworks, and MapR data platforms are evolving to meet the demands for real-time analytics and machine learning
