Home
Recent Q&A
Java
Cloud
JavaScript
Python
SQL
PHP
HTML
C++
Data Science
DBMS
Devops
Hadoop
Machine Learning
Azure
Blockchain
Devops
Ask a Question
How do you deploy a Big Data solution?
Home
Hadoop
How do you deploy a Big Data solution?
+3
votes
asked
Nov 25, 2022
in
Hadoop
by
john ganales
How do you deploy a Big Data solution?
big-data-solution
hadoop
Please
log in
or
register
to answer this question.
1
Answer
0
votes
answered
Nov 25, 2022
by
john ganales
You can deploy a Big Data solution in three steps:
Data Ingestion – This is the first step in the deployment of a Big Data solution. You begin by collecting data from multiple sources, be it social media platforms, log files, business documents, anything relevant to your business. Data can either be extracted through real-time streaming or in batch jobs.
Data Storage – Once the data is extracted, you must store the data in a database. It can be HDFS or HBase. While HDFS storage is perfect for sequential access, HBase is ideal for random read/write access.
Data Processing – The last step in the deployment of the solution is data processing. Usually, data processing is done via frameworks like Hadoop, Spark, MapReduce, Flink, and Pig, to name a few.
Related questions
0
votes
Q: Can you give some examples of Big Data?
asked
Jun 22, 2023
in
Hadoop
by
rajeshsharma
bigdata
hadoop
+2
votes
Q: Which of the following is the most popular NoSQL database for scalable big data store with Hadoop?
asked
Jan 13, 2023
in
Hadoop
by
john ganales
hadoop
nosql-database
0
votes
Q: What is Big Data?
asked
Oct 29, 2022
in
Hadoop
by
SakshiSharma
big-data
hadoop
+1
vote
Q: How would you deploy different components of Hadoop in production?
asked
Oct 29, 2022
in
Hadoop
by
SakshiSharma
hadoop
production
component
+1
vote
Q: Is there any standard method to deploy Hadoop?
asked
Oct 29, 2022
in
Hadoop
by
SakshiSharma
hadoop
deployment-hadoop
+3
votes
Q: Why do we need Hadoop for Big Data Analytics?
asked
Nov 25, 2022
in
Big Data | Hadoop
by
john ganales
big-data-analytics
hadoop
0
votes
Q: What are the steps to deploy a Big Data solution?
asked
Feb 5, 2020
in
Big Data | Hadoop
by
SakshiSharma
#big-data-deployment
Bigdata-questions-answers
Hadoop-questions-answers
+1
vote
Q: Hadoop (a big data tool) works with number of related tools. Choose from the following, the common tools included into Hadoop
asked
Jan 29, 2022
in
Big Data | Hadoop
by
sharadyadav1986
hadoop
Bigdata-questions-answers
Hadoop-questions-answers
0
votes
Q: What is the difference between Cassandra, Hadoop Big Data, MongoDB, CouchDB?
asked
Jan 2, 2023
in
Cassandra
by
sharadyadav1986
couchdb
mondodb
hadoop
0
votes
Q: Big-Data, Hadoop Interview Questions and Answers
asked
Jun 11, 2022
in
Big Data | Hadoop
by
john ganales
big-data
hadoop
...