UrbanPro
Login Ask & Answer Success Stories Paid Courses Free Classes Tuition & Classes Fees Write a Review All Categories Help Center
Post your Learning Need Signup as a Tutor
✕

Popular Cities

Bangalore

Hyderabad

Delhi

Mumbai

Chennai

Pune

Kolkata

Gurgaon

Ahmedabad

Jaipur

Noida

✕

Learn Hadoop from the Best Tutors

  • Affordable fees
  • 1-1 or Group class
  • Flexible Timings
  • Verified Tutors

Book a Free Demo

Hadoop > Learn Hadoop > When is Hadoop MapReduce better than Spark?
✕

Search in

When is Hadoop MapReduce better than Spark?

Asked by Last Modified  

3 Answers

Learn Hadoop

Follow 1
Answer

Please enter your answer

I am online Quran teacher 7 years

Hadoop MapReduce is better than Spark in the following scenarios: 1. *Batch processing*: MapReduce is designed for batch processing and is more efficient for large-scale, long-running jobs. 2. *Complex data processing*: MapReduce is suitable for complex data processing tasks that require multiple...
read more
Hadoop MapReduce is better than Spark in the following scenarios: 1. *Batch processing*: MapReduce is designed for batch processing and is more efficient for large-scale, long-running jobs. 2. *Complex data processing*: MapReduce is suitable for complex data processing tasks that require multiple stages, such as data aggregation, filtering, and sorting. 3. *Low-level control*: MapReduce provides low-level control over data processing, allowing for fine-grained optimization and customization. 4. *Legacy system integration*: MapReduce is a more mature technology and may be required for integrating with legacy systems or existing Hadoop infrastructure. 5. *Cost-effective*: MapReduce can be more cost-effective for small-scale or infrequent data processing tasks, as it doesn't require the overhead of a Spark cluster. 6. *Specific use cases*: MapReduce is better suited for specific use cases like data warehousing, ETL (Extract, Transform, Load), and data archiving. However, Spark is generally preferred for: 1. *Real-time processing* 2. *Interactive analytics* 3. *Machine learning* 4. *Streaming data* 5. *High-speed data processing* Ultimately, the choice between MapReduce and Spark depends on the specific requirements of your project, including data size, processing complexity, and performance needs. read less
Comments
Dislike Bookmark

Political Science tutor with 2 years experienced

Spark is excellent for both real-time and batch processing, so you don't need to split tasks across different platforms. It uses in-memory caching and optimized query execution to provide quick results. Hadoop MapReduce is more suitable for batch processing.
Comments
Dislike Bookmark

"Transforming your struggles into success"

Hadoop MapReduce is better than Spark for batch processing on large-scale data when resources are limited and the workload is primarily disk-based. It’s also suitable for environments where existing Hadoop infrastructure is already in place.
Comments
Dislike Bookmark

View 1 more Answers

Related Questions

Is an mba persuing student eligible for persuing hadoop course?
Yes there are some institutes are offering courses on big data . Those are like MBA in analytics. Google it you will find more info
Osheen
0 0
9

Hi, currently I am working as php developer having 5 year of experience, I want to change the technology, so can any one suggest me which technology is better for me and in future also (hadoop or node with angular js).
Big Data is cake for data processing whereas Angular is for UI framework. I would recommend you to consider learning Big Data technologies.
Srikanth

What is difference between data science and SAP. Which is best in compare for getting jobs as fast as possible
Hi Both have different uniquness with importance value. you will get a good prospectives on SAP for career growth.
Ravindra
I want a lady Hadoop Trainer.
Yes. Career bridge it services, one of the best training insitute in hyderabad. we provide lady trainer for ofline / online batches. Please call and contact @970-532-3377. So that you can get all the details about trainings and career guiidance.
Chandrika
What does the term "data locality" mean in Hadoop?
Data locality in Hadoop refers to the practice of processing data on the same node where it is stored, reducing network traffic and improving performance.
Sabna
0 0
5

Now ask question in any of the 1000+ Categories, and get Answers from Tutors and Trainers on UrbanPro.com

Ask a Question

Related Lessons

Understanding Big Data
Introduction to Big Data This blog is about Big Data, its meaning, and applications prevalent currently in the industry.It’s an accepted fact that Big Data has taken the world by storm and has become...
M

MyMirror

0 0
0
CheckPointing Process - Hadoop
CHECK POINTING Checkpointing process is one of the vital concept/activity under Hadoop. The Name node stores the metadata information in its hard disk. We all know that metadata is the heart core...

Silvia Priya

0 0
0
Big Data & Hadoop - Introductory Session - Data Science for Everyone
Data Science for Everyone An introductory video lesson on Big Data, the need, necessity, evolution and contributing factors. This is presented by Skill Sigma as part of the "Data Science for Everyone" series.

Skill Sigma

0 0
0
Big DATA Hadoop Online Training
Course Content for Hadoop DeveloperThis Course Covers 100% Developer and 40% Administration Syllabus.Introduction to BigData, Hadoop:- Big Data Introduction Hadoop Introduction What is Hadoop? Why Hadoop?...

Websoft Technologies

0 0
0
Solving the issue of Namenode not starting during Single Node Hadoop installation
On firing jps command, if you see that name node is not running during single node hadoop installation , then here are the steps to get Name Node running Problem: namenode not getting started Solution:...
B

Biswanath Banerjee

1 0
0

Recommended Articles

Why Should you Become a Data Scientist

We have already discussed why and how “Big Data” is all set to revolutionize our lives, professions and the way we communicate. Data is growing by leaps and bounds. The Walmart database handles over 2.6 petabytes of massive data from several million customer transactions every hour. Facebook database, similarly handles...

Read full article >

Some Popular IT Courses in Current Market

In the domain of Information Technology, there is always a lot to learn and implement. However, some technologies have a relatively higher demand than the rest of the others. So here are some popular IT courses for the present and upcoming future: Cloud Computing Cloud Computing is a computing technique which is used...

Read full article >

Growth and Career Prospects in Big Data

Big data is a phrase which is used to describe a very large amount of structured (or unstructured) data. This data is so “big” that it gets problematic to be handled using conventional database techniques and software.  A Big Data Scientist is a business employee who is responsible for handling and statistically evaluating...

Read full article >

Learn Hadoop and Big Data

Hadoop is a framework which has been developed for organizing and analysing big chunks of data for a business. Suppose you have a file larger than your system’s storage capacity and you can’t store it. Hadoop helps in storing bigger files than what could be stored on one particular server. You can therefore store very,...

Read full article >

Find Hadoop near you
Hadoop in Hyderabad

Looking for Hadoop ?

Learn from the Best Tutors on UrbanPro

Are you a Tutor or Training Institute?

Join UrbanPro Today to find students near you
X

Looking for Hadoop Classes?

The best tutors for Hadoop Classes are on UrbanPro

  • Select the best Tutor
  • Book & Attend a Free Demo
  • Pay and start Learning

Learn Hadoop with the Best Tutors

The best Tutors for Hadoop Classes are on UrbanPro

This website uses cookies

We use cookies to improve user experience. Choose what cookies you allow us to use. You can read more about our Cookie Policy in our Privacy Policy

Accept All
Decline All

UrbanPro.com is India's largest network of most trusted tutors and institutes. Over 55 lakh students rely on UrbanPro.com, to fulfill their learning requirements across 1,000+ categories. Using UrbanPro.com, parents, and students can compare multiple Tutors and Institutes and choose the one that best suits their requirements. More than 7.5 lakh verified Tutors and Institutes are helping millions of students every day and growing their tutoring business on UrbanPro.com. Whether you are looking for a tutor to learn mathematics, a German language trainer to brush up your German language skills or an institute to upgrade your IT skills, we have got the best selection of Tutors and Training Institutes for you. Read more

ThinkVidya Learning Pvt Ltd © 2010-2025 All Rights Reserved