ProjectPro

JUNE 6, 2025

Apache Spark Streaming Use Cases Spark Streaming Architecture: Discretized Streams Spark Streaming Example in Java Spark Streaming vs. Structured Streaming Spark Streaming Structured Streaming What is Kafka Streaming? Kafka Stream vs. Spark Streaming What is Spark streaming? Table of Contents What is Spark streaming?

Architecture 45

Architecture Kafka Java Scala 45

ProjectPro

JUNE 6, 2025

Let's delve deeper into the essential responsibilities and skills of a Big Data Developer: Develop and Maintain Data Pipelines using ETL Processes Big Data Developers are responsible for designing and building data pipelines that extract, transform, and load (ETL) data from various sources into the Big Data ecosystem.

Big Data 40

Big Data Hadoop Scala NoSQL 40

Cloudera

DECEMBER 2, 2020

This is the first installment in a short series of blog posts about security in Apache Kafka. Secured Apache Kafka clusters can be configured to enforce authentication using different methods, including the following: SSL – TLS client authentication. We use the kafka-console-consumer for all the examples below.

Kafka 69

Kafka Java Big Data Ecosystem Cloud 69

ProjectPro

JUNE 6, 2025

Data processing tasks include but are not limited to data cleaning, noise removal, stemming, tokenization, and mapping words from the word dictionary. We implemented the data engineering/processing pipeline inside Apache Kafka producers using Java, which was responsible for sending messages to specific topics.

Data Science 40

Data Science Data Engineer Data Engineering Engineering 40

ProjectPro

JUNE 6, 2025

Additionally, NiFi provides monitoring capabilities, allowing healthcare organizations to track the status and health of data flows, ensuring compliance with data security and privacy regulations. It facilitates the automated movement and transformation of data between systems. What is NiFi vs Kafka?

Big Data 40

Big Data Project Healthcare Medical 40

Knowledge Hut

JANUARY 18, 2024

Spark is most notably easy to use, and it’s easy to write applications in Java, Scala, Python, and R. This framework works in conjunction with other frameworks, using Apache Kafka for messaging and Hadoop YARN for fault tolerance, security, and management of resources. Samza uses the semantics of Kafka to define how it handles streams.

Data Process 52

Data Process Process Hadoop Scala 52

ProjectPro

JUNE 4, 2015

The holistic view of Hadoop architecture gives prominence to Hadoop common, Hadoop YARN, Hadoop Distributed File Systems (HDFS ) and Hadoop MapReduce of the Hadoop Ecosystem. HDFS in Hadoop architecture provides high throughput access to application data and Hadoop MapReduce provides YARN based parallel processing of large data sets.

Hadoop 52

Hadoop Architecture IT Java 52