Will Spark overtake Hadoop? Will Hadoop be replaced by Spark?

Asked by Last Modified  

3 Answers

Learn Hadoop

Follow 2
Answer

Please enter your answer

Ranjith N

"Transforming your struggles into success"

Spark can never be a replacement for Hadoop! Spark is a processing engine on top of Hadoop ecosystem.
Comments
Dislike Bookmark

I am online Quran teacher 7 years

Spark can never be a replacement for Hadoop! Spark is a processing engine on top of Hadoop ecosystem.
Comments
Dislike Bookmark

"Rajesh Kumar N: Guiding Young Minds from 1 to 12 with Expertise and Care"

Spark and Hadoop serve different purposes, and while Spark has gained popularity for certain use cases, it's unlikely to completely replace Hadoop. Here’s a breakdown: ### 1. **Different Strengths**: - **Hadoop**: Best for batch processing large datasets and is great for data storage with HDFS. ...
read more
Spark and Hadoop serve different purposes, and while Spark has gained popularity for certain use cases, it's unlikely to completely replace Hadoop. Here’s a breakdown: ### 1. **Different Strengths**: - **Hadoop**: Best for batch processing large datasets and is great for data storage with HDFS. - **Spark**: Excels in in-memory processing, which makes it faster for iterative algorithms and real-time data processing. ### 2. **Complementary Use**: - Many organizations use both Hadoop and Spark together. Hadoop can be used for data storage (HDFS), while Spark can handle data processing tasks. ### 3. **Adoption Trends**: - Spark’s ease of use and speed has led to increased adoption for real-time analytics and machine learning, which may lead to a decline in Hadoop's exclusive use for these tasks. ### 4. **Future Outlook**: - Instead of a replacement, it's more likely that Spark will continue to coexist with Hadoop, enhancing its capabilities, especially in data processing. ### Summary: Spark may not replace Hadoop entirely but will likely continue to gain traction, especially for real-time and iterative processing tasks, while Hadoop remains relevant for large-scale batch processing and storage. read less
Comments
Dislike Bookmark

View 1 more Answers

Related Questions

I am software engineer in wipro since 2011. I want to learn hadoop. actully I wanted to become java or oracle developer but I got functional project and worked 3 yrs. Now i want to move in development line. I can attend only weekend batch. 1.Can you please tell me do u provide the weekend batch? 2.within how many months you will complete the syllabus. 3.what salary I can expect from MNC's after learning hadoop?
Hi Omkar, you can attend weekend batch, but right now you are not part of development so it will take little late to cope up with the existing developers but nothing is impossible in the world .based...
Onkar
Can anyone suggest about Hadoop?
Hadoop is good but it depends on your experience. If you don't know basic java, linux, shell scripting. Hadoop is not beneficial for you.
Ajay
Hello all, I have completed B.com, MBA fin & M and 5 yr working experience in SAP PLM 1 - Engineering documentation management 2 - Documentation management Please suggest me which type of training I should take for getting more knowledge, clear all concept in details, also help for getting job and cracking interview questions for SAP consultant. 1) Real time training 2) Online training 3) Local institute training 4) Certification training
Hi Priya, since you have B Com and MBA Finance better to go with SAP FICO. Whether online or classroom it doesn't make much difference. But the subject should be learned thoroughly. It will increase your...
Priya
Should Cloudera or MapR be used for Hadoop distribution?
Cloudera is preferred as MapR is discontinued and Cloudera offers strong support and integration.
Chandra
0 0
5
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

Lets look at Apache Spark's Competitors. Who are the top Competitors to Apache Spark today.
Apache Spark is the most popular open source product today to work with Big Data. More and more Big Data developers are using Spark to generate solutions for Big Data problems. It is the de-facto standard...
B

Biswanath Banerjee

1 0
0
Big Data
Bigdata Large amount of data and data may be various types such as structured, unstructured, and semi-structured, the data which cannot processed by our traditional database applications are not enough....

Kranthi Kumar Kandula

0 0
0
How Big Data Hadoop and its importance for an enterprise?
In IT phrasing, Big Data is characterized as a collection of data sets (Hadoop), which are so mind boggling and large that the data cannot be easily captured, stored, searched, shared, analyzed or visualized...

Prwatech

1 0
0
BigDATA HADOOP Infrastructure & Services: Basic Concept
Hadoop Cluster & Processes What is Hadoop Cluster? Hadoop cluster is the collections of one or more than one Linux Boxes. In a Hadoop cluster there should be a single Master(Linux machine/box) machine...

Sayan Goswami

1 0
0
How To Be A Hadoop Developer?
i. Becoming a Hadoop Developer: Dice survey revealed that 9 out of 10 high paid IT jobs require big data skills. A McKinsey Research Report on Big Data highlights that by end of 2018 the demand for...

Amit Raj

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 >

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 >

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 >

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