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Big Data Analytics Open Source Projects

Description: This quiz will test your knowledge on various open source projects used in Big Data Analytics.
Number of Questions: 15
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Tags: big data open source analytics
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Which of the following is a popular open source framework for distributed computing?

  1. Spark

  2. Hadoop

  3. Storm

  4. Flink


Correct Option: A
Explanation:

Spark is a popular open source framework for distributed computing, which is used for large-scale data processing.

What is the name of the open source project that provides a distributed file system for storing and processing large amounts of data?

  1. HDFS

  2. Cassandra

  3. MongoDB

  4. Elasticsearch


Correct Option: A
Explanation:

HDFS (Hadoop Distributed File System) is an open source project that provides a distributed file system for storing and processing large amounts of data.

Which open source project is used for real-time stream processing?

  1. Spark Streaming

  2. Storm

  3. Flink

  4. Kafka


Correct Option: B
Explanation:

Storm is an open source project that is used for real-time stream processing.

What is the name of the open source project that provides a distributed database for storing and querying large amounts of data?

  1. Cassandra

  2. MongoDB

  3. Elasticsearch

  4. HBase


Correct Option: A
Explanation:

Cassandra is an open source project that provides a distributed database for storing and querying large amounts of data.

Which open source project is used for distributed task scheduling and resource management?

  1. Mesos

  2. YARN

  3. Kubernetes

  4. Docker


Correct Option: B
Explanation:

YARN (Yet Another Resource Negotiator) is an open source project that is used for distributed task scheduling and resource management.

What is the name of the open source project that provides a distributed key-value store for storing and retrieving data?

  1. Redis

  2. Memcached

  3. DynamoDB

  4. Aerospike


Correct Option: A
Explanation:

Redis is an open source project that provides a distributed key-value store for storing and retrieving data.

Which open source project is used for distributed graph processing?

  1. Giraph

  2. GraphX

  3. PowerGraph

  4. Pregel


Correct Option: A
Explanation:

Giraph is an open source project that is used for distributed graph processing.

What is the name of the open source project that provides a distributed machine learning platform?

  1. TensorFlow

  2. PyTorch

  3. Scikit-Learn

  4. Keras


Correct Option: A
Explanation:

TensorFlow is an open source project that provides a distributed machine learning platform.

Which open source project is used for distributed deep learning?

  1. Caffe

  2. Theano

  3. Keras

  4. MXNet


Correct Option: A
Explanation:

Caffe is an open source project that is used for distributed deep learning.

What is the name of the open source project that provides a distributed data warehousing platform?

  1. Hive

  2. Presto

  3. Impala

  4. Drill


Correct Option: A
Explanation:

Hive is an open source project that provides a distributed data warehousing platform.

Which open source project is used for distributed data processing?

  1. Pig

  2. Oozie

  3. Sqoop

  4. Flume


Correct Option: A
Explanation:

Pig is an open source project that is used for distributed data processing.

What is the name of the open source project that provides a distributed workflow management system?

  1. Oozie

  2. Airflow

  3. Luigi

  4. Azkaban


Correct Option: A
Explanation:

Oozie is an open source project that provides a distributed workflow management system.

Which open source project is used for distributed data transfer?

  1. Sqoop

  2. Flume

  3. Kafka Connect

  4. Nifi


Correct Option: A
Explanation:

Sqoop is an open source project that is used for distributed data transfer.

What is the name of the open source project that provides a distributed data collection system?

  1. Flume

  2. Kafka

  3. Nifi

  4. Logstash


Correct Option: A
Explanation:

Flume is an open source project that provides a distributed data collection system.

Which open source project is used for distributed data monitoring?

  1. Nagios

  2. Zabbix

  3. Ganglia

  4. Prometheus


Correct Option: D
Explanation:

Prometheus is an open source project that is used for distributed data monitoring.

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