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The Latest Big Data Topics

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Comparison API for Apache Kafka
Learn about a variety of use cases for Kafka and Kafka's API — from from consuming and writing data to streams to more reactive approaches with Akka.
October 3, 2017
by Artem Rukavytsia
· 9,705 Views · 10 Likes
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Processing Hierarchical Data Using Spark GraphX Pregel API
Learn about using the GraphX Pregel API, a very powerful tool that can be used to solve iterative problems and pretty much any graph computation.
September 30, 2017
by Suraj Bang
· 16,647 Views · 2 Likes
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Top 12 AI Tools, Libraries, and Platforms
If you're looking to start an AI project but don't know where to start, check out this article. We've listed the top 12 AI tools, libraries, and platforms, what they are typically used for, what pros and cons they come with, and more!
September 27, 2017
by Sarah Davis
· 38,014 Views · 10 Likes
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Apache Flink vs. Apache Spark
Should you switch to Apache Flink? Should you stick with Apache Spark for a while? Or is Apache Flink just a new gimmick? Get the answers to these and other questions.
September 26, 2017
by Ivan Mushketyk
· 54,721 Views · 15 Likes
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Decision Trees vs. Clustering Algorithms vs. Linear Regression
The goal of someone learning ML should be to use it to improve everyday tasks—whether work-related or personal. To do this, it's important to first understand algorithms.
September 26, 2017
by Sibanjan Das
· 29,918 Views · 17 Likes
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Basic Example for Spark Structured Streaming and Kafka Integration
With the newest Kafka consumer API, there are notable differences in usage. Learn how to integrate Spark Structured Streaming and Kafka using this new API.
September 26, 2017
by Ayush Tiwari
· 64,444 Views · 17 Likes
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Data Science for the Modern Data Architecture
While everyone wants to predict the future, truly leveraging data science for predictive analytics remains the domain of a select few.
September 22, 2017
by Vinay Shukla
· 10,825 Views · 6 Likes
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How Important Is the Database in Game Development?
Data-driven insights drive user experience, which drives revenue. In this interview, learn how important databases are in game development.
September 19, 2017
by Tom Smith DZone Core CORE
· 17,248 Views · 2 Likes
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How IoT Will Drive Mobile Development
From the way IT is trending, it looks like AI, IoT, and mobile apps will come together to make the most of sensor-generated data in industrial use cases.
September 19, 2017
by Amy Groden-Morrison
· 4,515 Views · 2 Likes
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Kafka, Avro Serialization, and the Schema Registry
Learn what the Schema Registry is and how you're losing out if you're not using it with Kafka for schema evolution, serialization, and deserialization.
September 15, 2017
by Jean-Paul Azar
· 240,824 Views · 11 Likes
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Using Avro for Big Data and Data Streaming Architectures: An Introduction
Avro provides fast, compact data serialization. Get tips for using it with Kafka and Hadoop, learn about schemas in Avro, and more.
September 14, 2017
by Jean-Paul Azar
· 21,087 Views · 5 Likes
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What Are the Keys to a Successful Database Strategy?
There are so many different databases available for applications and verticals. Make sure you have the right database for optimal performance.
September 5, 2017
by Tom Smith DZone Core CORE
· 21,723 Views · 4 Likes
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MQTT Security: Securing a Mosquitto Server
Learn how to encrypt your data for its transit via MQTT. We'll use Mosquitto MQTT Server for this experiment in IoT protocol security.
September 5, 2017
by Francesco Azzola
· 51,130 Views · 5 Likes
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Writing a Kafka Consumer in Java
Learn about constructing Kafka consumers, how to use Java to write a consumer to receive and process records, and the logging setup.
September 1, 2017
by Jean-Paul Azar
· 254,359 Views · 17 Likes
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Kafka Architecture: Log Compaction
This article on Kafka architecture talks goes over Kafka design and log compaction, its structure, and the log compaction process.
August 31, 2017
by Jean-Paul Azar
· 47,933 Views · 11 Likes
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Apache Spark vs. MapReduce
How did Spark become so efficient in data processing compared to MapReduce? Learn about Spark's powerful stack of libraries and big data processing functionalities.
August 30, 2017
by Micah Williams
· 39,688 Views · 14 Likes
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Kafka Detailed Design and Ecosystem
Learn about the design of the Kafka ecosystem: Kafka Core, Kafka Streams, Kafka Connect, Kafka REST Proxy, and the Schema Registry.
August 29, 2017
by Jean-Paul Azar
· 27,462 Views · 14 Likes
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What Are Important Features of Analytics Software?
Learn how to get the most out of your analytics data software so that you can get answers as soon as you need them and improve your business going forward.
August 29, 2017
by Robert Cordray
· 10,240 Views · 3 Likes
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Running Apache Spark Applications in Docker Containers
Even once your Spark cluster is configured and ready, you still have a lot of work to do before you can run it in a Docker container. But these tips can help make it easier!
August 26, 2017
by Arseniy Tashoyan
· 55,075 Views · 4 Likes
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Where the Industrial Robots Roam
You might expect that industrial robots would be evenly distributed across the U.S. or concentrated in states with big high-tech industries — but you'd be wrong.
August 25, 2017
by Amy Groden-Morrison
· 2,423 Views · 3 Likes
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