Connect with us

Education

Common Mistakes Made by Hadoop Engineers

Common Mistakes Made by Hadoop Engineers

Bigdata Hadoop trend has become quite popular in the market. Every industry now has some footprint of Android apps development tools and big data. This has, of course, led to the wider acceptance of big data analytics certification. But despite a lot of talk in the market about Hadoop, there are some serious issues that if not taken care of can result in major setbacks for the project. Some common mistakes by Hadoop engineers are –

Common Mistakes Made by Hadoop Engineers

Migration Plan

A lot of Hadoop novices tend to misjudge the impact that a bad migration plan can have on the project. A migration plan should never be bang on unless there is a relevant business justification. In fact, the decision for the migration plan should be a well-thought decision based on the use case for Hadoop and how the plan will be tied to future key milestones for another project. Thinking that a Hadoop project is going to impact the system in a silo can really cost the project plan adversely.

So, any tips? Yes! Break the migration into smaller use cases and get a holistic view of the project. Tie these things in an agile way, this would not only optimize your resources but help in a far more successful Hadoop project.

Data Lake Management

Managing Data Lake might on the surface look like a simpler job. But in reality through deep dives, one will figure out that it is indeed quite a complex task. Developing a data lake for a smaller organisation might still pose less challenge but for a mid to large sized enterprise where data is ingested into the system at very small timeframes, it poses much bigger concerns.

Key considerations in this light would then be automation for data ingestion and data governance. Managing what enters, how does it enter and stay in your data lake is important so that eventually the project helps in delivering value to the client.

Security Enablement

Not discussing security at the beginning can be a bad move. It is very important at the outset to devote time and classify information into sensitive and non-sensitive. Finding out later that client’s sensitive data is out in the open can put the project at risk and may even result in the closure of such a project. Also, in business world data keeps moving from not so important to critical based on how the market changes. These dynamic changes should not be ignored as part of the big data deployment.

To ensure security, deployment discussions must cover authentication, authorisation and audit. This gives a holistic view of who will access what and how will on regular time period some checks will be in place to maintain data security.

These common mistakes around migration, data lake and security are commonly found among projects and must be given due diligence before deployment by being proactive and agile with decision making.

Continue Reading

Recent Posts

Home Improvement3 weeks ago

How To Add More Value To Your Home

If you have some spare cash in the bank, it is likely you would like to spend it on your...

Lifestyle3 weeks ago

What is a Deep Plane Facelift

Cosmetic surgery is a choice that needs a lot of research and when it comes to thinking about a facelift...

Entrepreneur3 weeks ago

Unveiling the Demand for Digital Marketing Courses: A Comprehensive Analysis

In recent years, the realm of marketing has undergone a seismic shift propelled by the digital revolution. As businesses increasingly...

Home Improvement1 month ago

What Does an Effective Wardrobe Spring Clean Entail?

Spring is upon us which means one thing and one thing only. It is time for the annual purge of...

Business3 months ago

Your Basic Guide To Creating A Unique Investment Blog

Starting your own blog is great and once you get the ball rolling, it can be a good passive income...

Business3 months ago

3 Low-Risk Ways To Get Your New Business Started

Once you’ve got an initial business idea and believe that it will be a success, there are some basic things...

Lifestyle3 months ago

Conquering the Co-free Zone: Tips for Thriving as a Remote Worker

Adjusting to an office environment can come with its downfalls in the sense that it might be a shock to...

General4 months ago

3 Ways To Take Control Of Your Finances Starting Now

If your finances have taken over and are bringing stress to your life, we understand just how overwhelming it can...

Travel6 months ago

Best Places To Visit In The North Of England

If you live in England, you will know there are many different places to visit for the weekend. There are...

General6 months ago

Green Home Improvement Ideas

In a world where environmental concerns are growing, the concept of “green” has gone beyond a trendy catchphrase and is...

Lifestyle6 months ago

How to Host an Unforgettable House-Warming!

The time has finally come. You have moved into your dream pad, and are officially adulting in your very own...

Autos6 months ago

A Guide to Parking Lot Striping

The journey to a well-striped parking lot begins with the right paint. In this brief guide, we’ll unravel the mystery...

Business9 months ago

Business Tips For Protecting Your Finances During A Recession

In 2023, taking the necessary steps to protect your finances for your business is now more important than ever. The...

Lifestyle9 months ago

Tips For Cleaning Your Trainers

If you’re into your trainers and streetwear, you’re likely to be very conscious of keeping them looking their best! So,...

Marketing10 months ago

Branding Trends For Start-Ups in 2023

Branding is incredibly important as it impacts how your business reaches and connects with its target market. If you’re branding...

Categories

Archives

Trending