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100+ Big Data Interview Questions and Answers 2023

ProjectPro

In this blog, we'll dive into some of the most commonly asked big data interview questions and provide concise and informative answers to help you ace your next big data job interview. Typically, data processing is done using frameworks such as Hadoop, Spark, MapReduce, Flink, and Pig, to mention a few. RDBMS stores structured data.

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Discover and Explore Data Faster with the CDP DDE Template

Cloudera

It is designed to simplify deployment, configuration, and serviceability of Solr-based analytics applications. DDE also makes it much easier for application developers or data workers to self-service and get started with building insight applications or exploration services based on text or other unstructured data (i.e.

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The Good and the Bad of Apache Kafka Streaming Platform

AltexSoft

popular SQL and NoSQL database management systems including Oracle, SQL Server, Postgres, MySQL, MongoDB, Cassandra, and more; cloud storage services — Amazon S3, Azure Blob, and Google Cloud Storage; message brokers such as ActiveMQ, IBM MQ, and RabbitMQ; Big Data processing systems like Hadoop ; and. Kafka vs Hadoop. ZooKeeper issue.

Kafka 93
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A Flexible and Efficient Storage System for Diverse Workloads

Cloudera

It was designed as a native object store to provide extreme scale, performance, and reliability to handle multiple analytics workloads using either S3 API or the traditional Hadoop API. Ozone as a Hadoop Compatible File System (“HCFS”) with limited S3 compatibility.

Systems 86
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Ozone Write Pipeline V2 with Ratis Streaming

Cloudera

These could be traditional analytics applications like Spark, Impala, or Hive, or custom applications that access a cloud object store natively. Ozone is also highly available — the Ozone metadata is replicated by Apache Ratis, an implementation of the Raft consensus algorithm for high-performance replication.

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Addressing the Three Scalability Challenges in Modern Data Platforms

Cloudera

For example, organizations with existing on-premises environments that are trying to extend their analytical environment to the public cloud and deploy hybrid-cloud use cases need to build their own metadata synchronization and data replication capabilities. benchmarking study conducted by independent 3rd party ).