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

Business5 days ago

Business Tips For Protecting Your Finances During A Recession

In 2024, taking the necessary steps to protect your finances for your business is now more important than ever. The...

Green & Energy2 weeks ago

Air Conditioning Installation: What You Need to Know

When it comes to getting an air conditioning unit installed, can significantly improve your comfort and home environment, especially during...

Marketing3 weeks ago

Marketing Tips For A Gym Wear Brand

When starting a gym wear brand, there are a few things you need to do and one of them is...

General1 month ago

Social Media Marketing: What Are All The Types?

Social media marketing is a tool that is a must-have in today’s digital age. it’s very rare that businesses can...

Business1 month ago

How To Become A Property Developer

There are several reasons why an individual will want to become a property developer. One of the main reasons for...

Business2 months ago

Remote Delivery Innovations: Case Studies from Leading E-commerce Brands

People have gone through much change in the past few years when it comes to online shopping. Nowadays, when delivery...

Business2 months ago

Why are Brits turning to online-only banks?

For years, large, conventional banks held all the aces when it comes to citizens’ finances in the UK. HSBC, Lloyds...

5 Important Web Design Considerations to Make For Better SEO 5 Important Web Design Considerations to Make For Better SEO
Tech3 months ago

5 Important Web Design Considerations to Make For Better SEO

Ever since the birth of search engines, practices in optimising websites for better search rankings have changed considerably. Where it...

SEO3 months ago

The Importance of Local SEO for Small Businesses

There are many different types of businesses and all of them will require online marketing however, with a small business,...

General3 months ago

Understanding The Unsung Heroes: Cool Rooms And The Importance Of Regular Repairs

Everybody loves a breath of fresh air when entering a superstore! But have you ever wondered who’s working backstage to...

Home Improvement7 months 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...

Lifestyle7 months 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...

Entrepreneur7 months 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 Improvement7 months 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...

Business9 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...

Categories

Archives

Trending