mavii

Today, data is ubiquitous. Data is the by-product of any and every action we take. Everything, every system, every process, every sensor generates data. Technology makes it easier for organizations to collect and store data, for businesses to leverage to make better decisions or create more tailored experiences for their customers. However ...

Zhamak Dehghani works with ThoughtWorks as the director of emerging technologies in North America, with a focus on distributed systems and data architecture, and a deep passion for decentralized technology solutions. Zhamak serves on multiple tech advisory boards including ThoughtWorks. She has worked as a technologist for over 20 years and has ...

“If you want to unlock the value of your data by generating data-driven values, and you want to do it reliably and resiliently at scale, then you need to consider data mesh." Zhamak Dehghani is the author of the “Data Mesh” book. In this episode, we discussed in-depth about the data mesh, a concept she founded in 2018, which has then been ...

This talk will cover an introduction to Data Mesh and the motivations behind it - the failure modes of past paradigms of big data management. Zhamak will compare and contrast data mesh to existing big data management approaches, and introduce the technical components underpinning the architecture Related materials mentioned by Zhamak in the ...

3 Is a magic number, and it is the very short number of years since Data Mesh was publicly shared and has since become a hot topic for the data communities globally. In this talk, Zhamak Dehghani, the founder of this concept shares her observations of the last three years - the beginning, the middle and now. She shares the motivation behind ...

In this edition of the Four principles of Data Mesh webinar series we will focus on the how and share tangible success stories that bridge the theory and implementation. Sina Jahan and Zhamak Dehghani will discuss an influential Data Mesh implementation at a large scale Fortune 50 enterprise. What you will take away: - Using the four principles ...

Barry O’Reilly and this week’s guest, Zhamak Dehghani met 10 years ago when they worked together at ThoughtWorks. Zhamak is currently the Director of Emerging Technologies at ThoughtWorks and the creator of Data Mesh, which Barry describes as “one of the most exciting paradigm shifts in how we manage data at scale.” He and Zhamak ...

Data Mesh has caught the technology and data industry by storm and is easily one of the hottest topics today. Oftentimes, the harder parts of Data Mesh don't get as much attention or coverage. This was an open session at the Utah Data Engineering Meetup (November 2022) to ask Zhamak about the hard parts of data mesh that have inspired her to ...

Register: http://rtasummit2.com | Standing at an inflection point is a magical experience. It’s where we look at what has come before, learn from it, and choose a new path. Data Mesh has motivated many organizations to stand at an inflection point of their approach to data. It has surfaced the underlying conditions for the slow and costly ...

Zhamak Dehghani, Director, Emerging Technologies, North America at Thoughtworks hosts a workshop on 'An introduction to Data Mesh: a paradigm shift in analytical data management' in where Zhamak shares her observations on the failure modes of a centralized paradigm of a data lake, and its predecessor data warehouse. She introduces Data Mesh, a ...

https://cnfl.io/data-mesh-101-understand-data-mesh | Organizations have been chasing the dream of data democratization, unlocking and accessing data at scale to serve their customers and business, for over a half a century from early days of data warehousing. They have been trying to reach this dream through multiple generations of ...

In this talk, Zhamak tells a short story of why we are here and what has happened before the inflection point of data mesh.

This video explains the concept of data mesh and its characteristics. What is a Data Lake: https://www.youtube.com/watch?v=wHG0ljN3plg&t=91s What is a Lakehouse: https://www.youtube.com/watch?v=b8q5VJo0ZAk

https://cnfl.io/data-mesh-101-module-1 | Follow along as Tim Berglund (Senior Director of Developer Experience, Confluent) introduces the hyper-new concept of data mesh in a Learn Kafka Course on Confluent Developer. Data mesh encourages both technological and organizational change with the end goal of making data better curated and more ...

We explain the world of Data Mesh with this illustrative journey, where data is as important as water. Shaping the landscape of modern data architecture. In this video, we simplify the complexities of Data Mesh, comparing its vital role to that of water in our daily lives. Watch this easy-to-follow narrative! - Visit https://acagroup.be/en ...

https://cnfl.io/data-mesh-101-module-3 | Data as a product, the second principle of data mesh, further delineates the data deliverables for which each domain team is responsible. Follow along as Tim Berglund (Senior Director of Developer Experience, Confluent) covers how data makes its way into products, how it can be processed there, and how ...

https://cnfl.io/data-mesh-101-module-6 | Implementing a data mesh is not an instantaneous process but is rather a slow readjustment of an organization's technology and behavior to better align with high data stewardship standards. As Tim Berglund (Senior Director of Developer Experience, Confluent) imparts in this video, the four principles ...

What is Data Mesh? Simply stated it's a way how to organize data management in a way that's scalable and allows organizations to evolve their data management quickly and effectively. It looks a lot like API management... With @SimonHarrer of INNOQ, creator of Data Mesh Manager, we talk about the four pillars of data mesh, team structures for ...

https://cnfl.io/data-mesh-101-module-4 | Extreme availability is a fundamental quality of data in a mesh. In spite of the data mesh methodology generally encouraging decentralization of all kinds, a true data mesh does include a centralized location for listing an organization's available data. And as Tim Berglund (Senior Director of Developer ...

https://cnfl.io/data-mesh-101-exercise-1 | In this hands-on exercise, Danica Fine (Senior Developer Advocate, Confluent) walks through the process of building and launching a data mesh prototype. Using your own Confluent Cloud account, you will execute a script that automates the provisioning of a Confluent Cloud cluster and a ksqlDB cluster ...

https://cnfl.io/data-mesh-101-module-1 | What is data mesh? Data mesh is a game changing new paradigm in the world of analytics. The concept was first defined by Zhamak Dehghani in 2019, as a type of data platform architecture paradigm for data in motion. In this course, Tim Berglund (Senior Director of Developer Experience, Confluent) walks ...

https://cnfl.io/data-mesh-101-exercise-6 | With your data mesh prototype up and running, Danica Fine (Senior Developer Advocate, Confluent) walks through the "explore" page in the application. As part of the analytics domain, you will explore the data products that you have access to, including their name, domain, owner, quality, SLA, and ...

https://cnfl.io/data-mesh-101-module-5 | The last principle of data mesh, data governed where it is, enhances the previous principles by ensuring that independent and autonomous teams share their data within their larger organizations in a responsible manner—using schemas, standardized error detection, and recovery, and data lineage. Tim ...

https://cnfl.io/data-mesh-101-module-2 | In this video, Tim Berglund (Senior Director of Developer Experience, Confluent) explains data ownership by domain, the first principle of data mesh, which requires that data be managed locally by the team that knows it best, as opposed to by a central data team or bureau. This local team must be good ...

Zhamak set the data world on fire when, in 2018, she published her data mesh approach to building decentralized data applications. In January 2023, she announced her company, Nextdata, with the sole aim of fulfilling this promise. In the first episode of It Depends podcast in 2023, Zhamak goes deep into her data mesh roots and the role she sees ...

How can modern organizations handle their data in a way that delivers value at scale? Zhamak Dehghani, author of “Data Mesh: Delivering Data-Driven Value at Scale,” covers the key principles of data mesh and how it can help organizations move beyond the data lake to provide meaningful insights. She’s joined by Samia Rahman, director of ...

https://cnfl.io/data-mesh-101-exercise-6-1 | In the final video of this course, Danica Fine (Senior Developer Advocate, Confluent) shows you how to create a new application from an existing data product and publish it as a new product in your analytics domain. Using ksqlDB, you will create a new persistent query that will transform events from ...

#DataMeshes #DataMeshExplained #DataMeshArchitecture Jon Krohn speaks with Zhamak Dehghani, the empathetic technologist who coined the term “data mesh”. They explore what a data mesh is, and how its approach toward secure interconnectivity will help solve a roster of data-led business problems. This episode is brought to you by Zencastr ...

Data mesh has caught the attention of the practitioners with its promise of increased speed to insights and lower data management costs. There is sufficient literature available on “WHAT” of data mesh, but not enough design patterns on “HOW” of data mesh The presentation will focus on implementation patterns of various data products ...

Data Mesh is strategy for modern data management as it centers on serving up valuable & secure data products. By Zhamak Dehghani.

Explore the four core principles of data mesh—decentralized ownership, data-as-a-product, self-serve platforms, and federated governance.

We talked about: 00:00 DataTalks.Club intro 02:39 Zhamak’s background 09:49 What is Data Mesh? 16:34 Domain ownership 25:26 Determining what to optimize for with Data Mesh 32:04 Decentralization 34:36 Data as a product 41:58 Self-serve data platforms 49:13 Data governance 54:20 Understanding Data Mesh 57:11 Adopting Data Mesh 59:51 Resources ...

Data Mesh is an innovative concept addressing many data challenges from an architectural, cultural, and organizational perspective. But is the world ready to implement Data Mesh? In this session, we will review the importance of core Data Mesh principles, what they can offer, and when it is a good idea to try a Data Mesh architecture. We will ...

Introduction to Data Mesh: A Paradigm Shift in Data Platform Architecture Zhamak Dehghani introduces Data Mesh, the next generation analytical data platform, that shifts to a paradigm drawing from modern distributed architecture considering domains as the first class concern, applying platform thinking to create self-serve data infrastructure ...

What is data mesh? Everyone is talking about it, but you need to know what data mesh is, and if it's the right data strategy for your business. In this video you'll learn about: 0:00-0:03 Intro 00:47-01:48 The evolution of data analytics 01:49-04:32 The challenge with modern data analytics 04:33-11:12 What data mesh actually is and why it's the ...

My talk on the long due paradigm shift on how enterprises are building their next generation data platforms.

Zhamak Dehghani (CEO & Founder of Next Data) discusses why she started Next Data, and how her company will finally help Data Mesh become a reality. Next Data: https://www.nextdata.com/ Announcement: https://medium.com/@zhamakd/why-we-started-nextdata-dd30b8528fca #datamesh #data

Twitter Spaces discussion with Zhamak Dehghani (ThoughtWorks), Barr Moses (Monte Carlo), and Lena Hall (Microsoft) around Data Architecture, Data Mesh, and Data Quality. Listen to learn more about the challenges common in many organizations, pillars, benefits, and vision of the Data Mesh concept, common points of confusion in understanding Data ...

Data-first organizations are increasingly curious about a data mesh architecture. Learn how to design, build, and operationalize a data mesh architecture on AWS, one that helps businesses navigate their data challenges, optimize analytics processes, and deliver insights to the business faster. Learning Objectives: * Objective 1: Learn the ...

Mesh is everywhere. It’s in our clothes, our fishing nets, our Wifi networks, and now our data architecture. But what is a data mesh? Do you need one? And if so, how do you start? Zhamak Dehghani is the director of Emerging Technologies at Thoughtworks and the leading expert on data mesh. We’ll chat about the emergence of the data mesh as a ...

Aardling (https://www.aardling.eu/) || Data Mesh workshop (https://datamesh.academy) During this info session, Zhamak Dheghani (creator of Data Mesh) takes you through the State of Data Mesh and answers some of the audience's questions. About Zhamak Dehghani Zhamak Dehghani is the founder of Data Mesh and CEO of Next Data, a data-mesh-native ...

Zhamak Dehghani, CEO of Nextdata explains how data mesh offers a decentralized approach to data sharing, focusing on one of its core principles: domain-oriented, computational data products. She will also showcase the application of data mesh and data products in Retrieval-Augmented Generation (RAG) and traditional machine learning (ML ...

Data Mesh introduce un nuevo enfoque sociotécnico en la gestión de datos para los casos de uso analítico, a escala. Está diseñado teniendo en cuenta la complejidad de nuestras organizaciones: donde las soluciones ML/AI/analíticas están integradas en todas las funciones de una organización; donde los datos analíticos son omnipresentes y ...

Data Domains: Example functional domain decomposition of Tailwind Traders Data Domain & Data Product Decomposition (Example: Collaboration between different domains) Data Mesh Pattern (Single landing zone) Data Mesh Pattern II (Source system- and consumer-aligned landing zones) Data Mesh Pattern III (Functional and regionally aligned data ...

Reflecting back on 2017, Service mesh has undoubtedly been one of the most exciting advances in infrastructure support for microservices and distributed systems architecture. However the introduction of service mesh into the architecture has raised questions around applicability of API gateway, which has led to many gateway vendors rethinking ...

In this podcast, Daniel Bryant sat down with Zhamak Dehghani, principal consultant, member of technical advisory board, and portfolio director at ThoughtWorks. Topics discussed included: the motivations for becoming a data-driven organization; the challenges of adapting legacy data platforms and ETL jobs; and how to design and build the next ...

Data meshes are an architectural pattern for implementing enterprise data platforms in large, complex organizations. Data meshes help scale analytics adoption beyond a single platform and a single implementation team. In this episode of the #AzureEnablementShow, David, Uli, and Eric (@mougue) discuss what makes up a data mesh, what data meshes ...

In this episode, we dive deep into the world of data decentralization with Zhamak Dehghani, founder of Data Mesh and CEO of Next Data. Zhamak, a pioneer in the field, shares her vast experience and insights into how data mesh is reshaping the way organizations manage and leverage their data. Zhamak explains the key concepts behind data mesh and ...

How can you tie desperate data, systems, architectures, or processes together without making yet another database? Two approaches to start democratizing your data and processes is Data Mesh or Data Fabric. FYI, both of these are relatively new concepts (data mesh and data fabric) so there is SOME debate over the underpinnings of both, BUT they ...

We finally did it! I sat with my friend, Zhamak Dehghani, Creator of Data Mesh on The Ravit Show at the Nextdata Office in San Francisco. Here are the key points we discussed: -- State of Data Mesh: We delved into the current state of data mesh and its impact on the industry. -- Motivation: Zhamak shared the gaps and opportunities that ...