Apache Hadoop Stability

Miodrag Milojevic - PeerSpot reviewer
Senior Data Archirect at Yettel

There are some issues with file retention and its stability but they can be worked through. There are a lot of things that are based on disk space that require the preparation of different and sophisticated controls. The software itself is not unstable, but sometimes its options can cause stability issues.

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Juliet Hoimonthi - PeerSpot reviewer
Manager at Robi Axiata Limited

Apache Hadoop has good stability.

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GM
Data Architect at a computer software company with 51-200 employees

I would rate the stability a seven out of ten. There is room for improvement in performance.

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Buyer's Guide
Apache Hadoop
April 2024
Learn what your peers think about Apache Hadoop. Get advice and tips from experienced pros sharing their opinions. Updated: April 2024.
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Anand Viswanath - PeerSpot reviewer
Project Manager at Unimity Solutions

The tool's stability is good.

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AM
Credit & Fraud Risk Analyst at a financial services firm with 10,001+ employees

It is far more stable than some of the other software that I have tried. It's also the current version of Hadoop software and is becoming increasingly more stable.

When a new version is released, the subsequent ones are always more stable and easier to use.

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Abhik Ray - PeerSpot reviewer
Co-Founder at Quantic

The core file system and the offline data ingestion are extremely stable. In my experience, there is a bit less stability during online data ingestion. When you have incremental online data, sometimes it stops or aborts before finishing. It is rare, but it does, but the offline data injection and the basic processing are very stable.

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RC
Senior Associate at a financial services firm with 10,001+ employees

Typically instability is experienced due to insufficient memory, either due to a large job being triggered or multiple concurrent small requests.

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Aria Amini - PeerSpot reviewer
Data Engineer at Behsazan Mellat

Hadoop is stable because it's run on a cluster. And if some issues occur for a range of servers, Hadoop could continue its activity.

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YM
CEO at AM-BITS LLC

The tool's stability is good. 

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SF
Analytics Platform Manager at a consultancy with 10,001+ employees

In general, stability can be a challenge. It's hard to say what stability means. You're in an environment that's before production-line manufacturing, where none of the parts relate together exactly as they should. So that can create some instability.

To realize the benefit of these kinds of open-source, big-data environments, you want to use as many different tools as you can get. That brings with it all this overhead of making them work together. It's kind of a blessing and a curse, at the same time: There's a tool for everything.

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DM
Data Analytics Practice head at bse

 Apache Hadoop is stable.

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it_user340983 - PeerSpot reviewer
Infrastructure Engineer at Zirous, Inc.

We have not encountered any stability problems with this platform.

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Lucas Dreyer - PeerSpot reviewer
Data Engineer at BBD

This solution is stable but sometimes starting up can be quite a mission. With a full proper setup, it's fine, but it's a lot of work to look after, and to startup and shutdown.

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AM
CEO

We have a three-node cluster running on cloud by default, and it has been stable so far without any stoppages due to Hadoop or other ecosystem components.

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YT
Business data analyst at RBSG Internet operations

This is a stable product. 

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JP
Vice President - Finance & IT at a consumer goods company with 1-10 employees

We haven't had too many problems with stability. For the POC we used a small amount of data and we started with 10 nodes. We're gradually increasing in now to 40 nodes. We haven't seen any issues after the small teething period in the beginning. The configuration issues and the performance issues have subsided. Once we learned how to stack everything, it has been much better.

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it_user265830 - PeerSpot reviewer
Senior Hadoop Engineer with 1,001-5,000 employees

We did when we started initially with Hadoop 1.x, which did’t have HA, but now we don’t have any stability issue.

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DD
Partner at a tech services company with 11-50 employees

Performance is one of the reasons people choose Hadoop.

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YM
CEO at AM-BITS LLC

The solution is stable. It has very good disaster stability and multi-rack configuration.

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MB
IT Expert at a comms service provider with 1,001-5,000 employees

The product is well tested and very stable. We have no problems with the stability of it at all. Really we just install it and forget about fussing with it. We just use the features it offers to be productive.

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SS
Technical Lead at a government with 201-500 employees

The solution is stable and offers good performance. It doesn't crash or freeze. It's not buggy at all.

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GA
Founder & CTO at a tech services company with 1-10 employees

I've never experienced any bugs or glitches.

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it_user693231 - PeerSpot reviewer
Big Data Engineer at a tech vendor with 5,001-10,000 employees

Once we had an issue with stability, due to a complete shutdown of a cluster. Bringing up a cluster took a lot of time because of some order that needed to be followed.

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it_user1208307 - PeerSpot reviewer
Practice Lead (BI/ Data Science) at a tech services company with 11-50 employees

The solution is stable.

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Buyer's Guide
Apache Hadoop
April 2024
Learn what your peers think about Apache Hadoop. Get advice and tips from experienced pros sharing their opinions. Updated: April 2024.
767,847 professionals have used our research since 2012.