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Big Data

Spark Streaming (Spark Structured Streaming): the Basics and a Quick Tutorial

Alon Berger|November 22, 2023

Spark Structured Streaming is a newer streaming engine that provides a declarative API, offers end-to-end fault tolerance, and supports more...

Big Data Kafka

Enabling Real-Time Optimization with Apache Structured Streaming

Alon Berger|September 18, 2023

Apache Structured Streaming is a service that enables real-time data processes Here’s a deeper dive into what it is and how it can be...

Kubernetes AWS Big Data

The Comprehensive Guide to AWS Cost Optimization

Jacob Simkovich|August 31, 2023

Learn everything you need to know about AWS Cost Optimization, from the latest trends and best practices, to granular techniques for getting the...

Elasticsearch vs MongoDB: 5 Key Differences & How to Choose

Big Data

Elasticsearch vs MongoDB: 5 Key Differences and How to Choose

Omer Mesika|August 6, 2023

Elasticsearch is a real-time and open-source search and analytics engine MongoDB is a source-available cross-platform document-oriented database...

Big Data

Pyspark Tutorial: Setup, Key Concepts, and MLlib Quick Start

Bar Yochai Shaya|July 16, 2023

PySpark is a library that lets you work with Apache Spark in Python Apache Spark is an open-source distributed general-purpose cluster-computing...

Big Data

AI Applications Can Benefit From Autonomous Optimization

Jacob Simkovich|June 28, 2023

Discover how businesses that create generative AI applications can benefit from autonomous, continuous Big Data workload optimization

Databricks Optimization: Techniques & Best Practices

Big Data

Databricks Optimization: Techniques and Best Practices

Meni Shmueli|June 4, 2023

Databricks optimization refers to the process of improving the performance of data processing and machine learning workloads running on the...

Big Data

The Comprehensive Guide to Big Data Optimization

Jacob Simkovich|May 30, 2023

Learn everything you need to know about Big Data Optimization, from the latest trends to granular techniques for getting the most out of your...

Big Data Kafka

Spark vs. Kafka: 5 Key Differences and How to Choose

Meni Shmueli|May 18, 2023

Apache Spark is an open-source, distributed system for processing large volumes of data Apache Kafka is an open-source, high performance...

The Granulate Blog: Big Data

Spark Streaming (Spark Structured Streaming): the Basics and a Quick Tutorial

Enabling Real-Time Optimization with Apache Structured Streaming

The Comprehensive Guide to AWS Cost Optimization

Elasticsearch vs MongoDB: 5 Key Differences and How to Choose

Pyspark Tutorial: Setup, Key Concepts, and MLlib Quick Start

AI Applications Can Benefit From Autonomous Optimization

Databricks Optimization: Techniques and Best Practices

The Comprehensive Guide to Big Data Optimization

Spark vs. Kafka: 5 Key Differences and How to Choose

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