Apache Spark is an open-source unified analytics engine for large-scale data processing. It is designed to be fast and general-purpose, making it ideal for big data processing tasks such as data preparation, machine learning, and graph processing. In this tutorial, we will cover the basics of working with Spark for Continue Reading
“distributed computing”
Creating Scalable Microservices with Docker
Introduction Scalability is a key characteristic in building modern applications. Microservices architecture is a popular approach in building scalable applications. It lets developers break down a monolithic application into small, loosely coupled services. Each service is responsible for a particular functionality and can be independently deployed, scaled and maintained. Docker Continue Reading
Big data processing with Spark
Introduction Apache Spark is an open-source distributed computing system designed for big data processing. It was initially developed at the University of California, Berkeley, and has become one of the most popular big data frameworks in the industry. With its powerful processing engine and intuitive API, Spark makes it easy Continue Reading
Big Data Analytics with Apache Spark
Apache Spark is an open-source, distributed computing system used for big data processing and analytics. It is designed to be faster, more efficient and easy to use than its predecessors like Hadoop MapReduce. Spark allows you to process large amounts of data in-memory, thereby providing high speed analytics and machine Continue Reading
Using Azure Batch to run large scale parallel workloads
Introduction Managing large-scale parallel workloads can be challenging, especially when it comes to allocating resources efficiently and cost-effectively. Azure Batch offers a cloud-based solution for running parallel workloads at scale, and provides a scalable, distributed infrastructure that allows you to run your applications across multiple nodes. This tutorial will walk Continue Reading
How to Use Apache Spark for Big Data Analysis in Java
Apache Spark is an open-source big data processing framework that provides parallel, distributed data processing capabilities for a wide range of big data tasks. It is designed to handle large-scale data processing and analytics in a fast and efficient manner. In this tutorial, we will explore how to use Apache Continue Reading