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04/04/2025

03/03/2025

Research Paper: Building a Modern Data Platform Based on the Data Lakehouse Architecture and Cloud-Native Ecosystem

Building a Modern Data Platform Based on the Data Lakehouse Architecture and Cloud-Native Ecosystem

Finally, after months of hard work, I have published my first research paper in a double-blind peer-reviewed scientific journal by the international publisher Springer Nature 🙌

The paper is titled:

Building a Modern Data Platform Based on the Data Lakehouse Architecture and Cloud-Native Ecosystem

This research paper is the result of several months of work and is based on my master's thesis, which was published in 2023 (I got Master of Science with Distinction in Data Engineering from Edinburgh Napier University).

The paper presents a practical application for data management without vendor lock-in, in addition to ensuring platform extensibility and incorporating modern concepts such as Cloud-Native, Cloud-Agnostic, and DataOps.

Why is this paper important? Because data is the backbone of Artificial Intelligence! In today's world, control over data means political and economic independence.

I would like to extend my sincere gratitude to the research team who contributed to this work, supported me, and shared their knowledge to help bring this paper to the highest quality. It was a truly enriching experience on many levels! 🙌

  • Dr. Peter Barclay: Head of the Data Engineering program at the School of Computing, Edinburgh Napier University.
  • Dr. Nikolaos Pitropakis, PhD: Associate Professor of Cybersecurity at the School of Computing, Edinburgh Napier University.
  • Dr. Christos Chrysoulas: Associate Professor in Software Engineering at Heriot-Watt University.

The research group chose these quotes from our respective languages/cultures to emphasize the importance of perseverance and diligence:


عِندَ الصَّباحِ يَحمَدُ القومُ السُّرَى
(In the morning, the people praise the night's journey)
Arabic Proverb

Αρχή ήμισυ παντός
(The beginning is half of everything)
Greek Proverb

Is obair latha tòiseachadh
(Beginning is a day's work)
Scottish Gaelic Proverb


I will write a community blog post about it soon :-)

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31/12/2023

2023 Highlights


Image generated with Craiyon.

Finally, 2023 is over! What a year! One more crazy year, but it was the culmination of many actions I've started previously.

Starting with the fun facts ... this is the post no. 100!

After 9 years of tech blogging in English (I had another 10 in Arabic before that). It should be 108 posts since the plan was to post 1 per month, but I missed some, still not bad!

Top 5 highlights in 2023

1. Career

Image by vectorjuice on Freepik

In 2022, I formed the Distribution team at Camunda which is responsible for building and deploying the Camunda Platform 8 Self-Managed which is an umbrella Helm chart with 10+ systems. In 2023, the biggest challenge was increasing the team headcount to 4 and building the workflow to handle that!

2. Academia

I've always been into data! So in 2020, I started a part-time master's in Data Engineering at Edinburgh Napier University. After almost 3 years, I was awarded a Master of Science with Distinction in Data Engineering 🎉. In June, I got the result after I successfully defended my dissertation titled Modern Data Platform with DataOps, Kubernetes, and Cloud-Native Ecosystem. Then in October, I traveled to Scotland to attend the graduation ceremony. All I can say today is that it was a great experience by all means! (and that's actually why I had some unusual gaps in blog posts in 2023 because I was working on the master's thesis).

3. Mentorship

Dynamic DevOps Roadmap

In the last 5 years, I mentored many people in different career stages (starting their first job, career shift, moving to another work style or company). Almost every day, I see people struggling on their way to the DevOps field. I already wrote why the DevOps linear roadmaps are broken by default! So I decided to fix that and launched a Dynamic DevOps Roadmap to become a DevOps Engineer which under the DevOps Hive identity! The nice thing that I saw many people already like the idea and want to do it that way!

ℹ️ Check out the Dynamic Roadmap content ℹ️

4. Public Speaking

Jobstack is one of my favorite tech events all the time! And as usual, this year was awesome! As a speaker, I had 2 sessions, and as an attendee, I enjoyed many sessions on different topics.

5. Activities

Besides these highlights, I had some nice stuff during the year. For example:

And since we are on this topic, here are the top 5 visited blog posts in 2023!

Top 5 posts in 2023

  1. 2 ways to route Ingress traffic across namespaces - Kubernetes
  2. Validate, format, lint, secure, and test Terraform IaC - CI/CD
  3. Your DevOps learning roadmap is broken! - Career
  4. Delete a manifest from Kustomize base - Kubernetes
  5. 3 ways to customize off-the-shelf Helm charts with Kustomize - Kubernetes

The same as last year, 2022, Kustomize posts are still in the top; that's because there is not much content about it even though it's built-in kubectl now! (since v1.14). That's why I created a Kustomize Awesome list, which is a curated and collaborative list of awesome Kustomize resources.

But this year, 2023, for the first time, a blog post posted in the same year appears in the top 5 posts! Which is discussing how the linear DevOps learning roadmap is broken by default! That's why I had a follow-up post showing the solution that suggests a better way to Become a DevOps Engineer with the Dynamic DevOps Roadmap. ⭐

What's next?

As usual, I don't plan the whole year in advance, I just put some high-level directions then work on them as I go in Agile iterative style (yes, I use Agile for personal goals too).

What I know already is that I need to reward myself and take a good break after the master 😁

Also, I want to put more effort to grow the DevOps Hive community to help more people to land their first DevOps Engineer role!


Enjoy, and looking forward to 2024!

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07/07/2023

My Master's Dissertation: Modern Data Platform with DataOps, Kubernetes, and Cloud-Native Ecosystem

Almost 3 years ago (September 2020), I enrolled in a part-time master's program in data engineering at Edinburgh Napier University. Finally, two weeks ago, I got an email informing me that I successfully completed my master's and the program board of examiners awarded me Master of Science with Distinction in Data Engineering 🎉🎉🎉

My graduation ceremony would have been today, but I postponed it to October 2023 for some personal matters. So it's just a matter of time till the official graduation.

So today, I'd like to share my master's dissertation: Modern Data Platform with DataOps, Kubernetes, and Cloud-Native Ecosystem.

The dissertation builds a proof of concept for the core of Modern Data Platform using DataOps, Kubernetes, and Cloud-Native ecosystem to build a resilient Big Data platform based on Data Lakehouse architecture, which is the basis for Machine Learning (MLOps) and Artificial Intelligence (AIOps).

It was a super challenging topic, given the fact that Data Lakehouse architecture emerged just in 2020! But it was great to dive into it. I've been into data for years, and it's exciting to step up my skills from T-Shaped to Pi-Shaped (DevOps and DataOps) :-)

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Hello, my name is Ahmed AbouZaid, I'm a passionate Tech Lead DevOps Engineer. 👋

I specialize in Cloud-Native and Kubernetes. I'm also a Free/Open source geek and book author. My favorite topics are DevOps transformation, DevSecOps, automation, data, and metrics.

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My Latest Peer-reviewed Research Paper

My Latest Peer-reviewed Research Paper
Building a Modern Data Platform Based on the Data Lakehouse Architecture and Cloud-Native Ecosystem

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