Apache Kafka

What Is Data Streaming?

What Is Data Streaming?

Uncategorized, , ,
IntroductionIn today's fast-paced digital world, businesses and applications generate vast amounts of data every second. From financial transactions and social media updates to IoT sensor readings and online video streams, data is being produced continuously. Data streaming is the technology that enables real-time processing, analysis, and action on these continuous flows of data.In this blog, we will explore what data streaming is, how it works, its key benefits, and the most popular tools used for streaming data.Understanding Data StreamingDefinitionData streaming is the continuous transmission of data from various sources to a processing system in real time. Unlike traditional batch processing,…
Read More
Top Data Engineering Tools That Enterprises Are Adopting Worldwide

Top Data Engineering Tools That Enterprises Are Adopting Worldwide

Uncategorized, , , , ,
Data engineering is the backbone of modern data-driven enterprises, enabling seamless data integration, transformation, and storage at scale. As businesses increasingly rely on big data and AI, the demand for powerful data engineering tools has skyrocketed. But which tools are leading the global market?Here’s a look at the top data engineering tools that enterprises are adopting worldwide.1. Apache Spark: The Real-Time Big Data Processing PowerhouseApache Spark remains one of the most popular open-source distributed computing frameworks. Its ability to process large datasets in-memory makes it the go-to choice for enterprises dealing with high-speed data analytics and machine learning workloads.Why Enterprises…
Read More
The roadmap for becoming a Data Engineer 

The roadmap for becoming a Data Engineer 

Bigdata Hadoop, , , , , , , , ,
The roadmap for becoming a Data Engineer typically involves mastering various skills and technologies. Here's a step-by-step guide:Step 1: Learn the FundamentalsProgramming Languages: Start with proficiency in languages like Python, SQL, and possibly Scala or Java.Database Knowledge: Understand different database systems (SQL and NoSQL) and their use cases.Data Structures and Algorithms: Gain a solid understanding of fundamental data structures and algorithms.Mathematics and Statistics: Familiarize yourself with concepts like probability, statistics, and linear algebra.Step 2: Acquire Big Data TechnologiesApache Hadoop: Learn the Hadoop ecosystem tools like HDFS, MapReduce, Hive, and Pig for distributed data processing.Apache Spark: Master Spark for data processing,…
Read More
Installing Apache Druid on the Local Machine

Installing Apache Druid on the Local Machine

Bigdata Hadoop, , , , ,
Apache Druid is a real-time analytics database designed for fast slice-and-dice analytics ("OLAP" queries) on large data sets. Most often, Druid powers use cases where real-time ingestion, fast query performance, and high uptime are important.Druid is commonly used as the database backend for GUIs of analytical applications, or for highly-concurrent APIs that need fast aggregations. Druid works best with event-oriented data.Common application areas for Druid include:Clickstream analytics including web and mobile analyticsNetwork telemetry analytics including network performance monitoringServer metrics storageSupply chain analytics including manufacturing metricsApplication performance metricsDigital marketing/advertising analyticsBusiness intelligence/OLAP Prerequisites You can follow these steps on a relatively modest…
Read More
Installing Single Node Kafka Cluster

Installing Single Node Kafka Cluster

Bigdata Hadoop, , , ,
In this tutorial, we will set up a single-node Kafka Cluster and run it using the command line.Step 1) Let’s start getting the Kafka binary, you can download the Kafka binary from the below linkhttps://kafka.apache.org/Step 2) Click on Download button Click on the binary download to get the download started Kafka is download in the Downloaded folder Moving the Kafka download to the Kafka Directory (ie /home/dataengineer/kafka) Step 3) Unzip Kafkatar -xvzf kafka_2.12-3.6.0.tgz Step 4) START THE KAFKA ENVIRONMENTNOTE: Your local environment must have Java 8+ installed.Apache Kafka can be started using ZooKeeperKafka with ZooKeeperRun the following commands in order…
Read More