#datamesh — Public Fediverse posts

Companies invest in Data Mesh, data products, and self-service platforms. The architecture looks right, the tooling is in place, the platform goes live.

And then nothing changes.

In his new article, Stefan Negele looks at why this happens more often than it should, and what's usually missing when a data initiative stalls.

📖 Read the article: https://www.innoq.com/en/articles/2026/05/the-missing-half-of-your-data-strategy/

#DataLiteracy #DataMesh #DataStrategy

Companies invest in Data Mesh, data products, and self-service platforms. The architecture looks right, the tooling is in place, the platform goes live.

And then nothing changes.

In his new article, Stefan Negele looks at why this happens more often than it should, and what's usually missing when a data initiative stalls.

📖 Read the article: https://www.innoq.com/en/articles/2026/05/the-missing-half-of-your-data-strategy/

#DataLiteracy #DataMesh #DataStrategy

Companies invest in Data Mesh, data products, and self-service platforms. The architecture looks right, the tooling is in place, the platform goes live.

And then nothing changes.

In his new article, Stefan Negele looks at why this happens more often than it should, and what's usually missing when a data initiative stalls.

📖 Read the article: https://www.innoq.com/en/articles/2026/05/the-missing-half-of-your-data-strategy/

#DataLiteracy #DataMesh #DataStrategy

Companies invest in Data Mesh, data products, and self-service platforms. The architecture looks right, the tooling is in place, the platform goes live.

And then nothing changes.

In his new article, Stefan Negele looks at why this happens more often than it should, and what's usually missing when a data initiative stalls.

📖 Read the article: https://www.innoq.com/en/articles/2026/05/the-missing-half-of-your-data-strategy/

#DataLiteracy #DataMesh #DataStrategy

Companies invest in Data Mesh, data products, and self-service platforms. The architecture looks right, the tooling is in place, the platform goes live.

And then nothing changes.

In his new article, Stefan Negele looks at why this happens more often than it should, and what's usually missing when a data initiative stalls.

📖 Read the article: https://www.innoq.com/en/articles/2026/05/the-missing-half-of-your-data-strategy/

#DataLiteracy #DataMesh #DataStrategy

Основные события и обновления в сфере децентрализованных сетей на май 2026 года:
### Matrix и экосистема
* **Matrix Community Summit 2026:** Главное событие года пройдет в Берлине с **21 по 25 мая** в пространстве c-base. Основной фокус — «физический слой» сотрудничества: хакатоны, воркшопы по улучшению протокола и празднование Towel Day (25 мая).
* **Технические апдейты:** В начале мая представлены новые предложения (MSC), включая **MSC4460** (расширяемые события) и **MSC4458** (обработка входящего JSON в API сервер-сервер). Улучшена работа мостов: исправлены ошибки загрузки ключей устройств в mautrix и решены проблемы с тайм-аутами больших медиафайлов.
* **Безопасность:** Интегрированы новые иконки статуса сквозного шифрования (E2EE) «с первого взгляда» и автоматическая фильтрация ссылок через фреймворк Maubot.
### Yggdrasil и Mesh-сети
* **Оптимизация маршрутизации:** В последних сборках (апрель-май 2026) акцент сделан на использовании фильтров Блума для оптимизации поиска пиров и кэширования маршрутов. Это критично для масштабирования сети до уровня «интернета вещей».
* **Yggdrasil Jumper:** Проект активно развивается для решения проблем с NAT-busting, что ранее было «бутылочным горлышком» для новых узлов.
* **Инфраструктура:** Протокол всё чаще рассматривается как база для Edge Computing, благодаря криптографической идентификации узлов и нативной поддержке IPv6.
### Глобальные тренды и Open Source
* **LF Decentralized Trust:** В конце апреля Linux Foundation объявила о вступлении 10 новых членов (включая Espresso Systems и Horizen). Основной вектор на 2026 год — стандартизация токенизированных активов и децентрализованная идентификация (Identity).
* **Data Mesh:** Рынок децентрализованного управления данными показывает резкий рост. Основной тренд — переход от централизованных «озер данных» к доменным архитектурам, где владение данными распределено между участниками сети.
* **Развитие узлов:** В крупных проектах (например, Pi Network) запущены дорожные карты по массовому расширению глобальных нод для обеспечения устойчивости к цензуре и разделения нагрузки.

* #Matrix
* #Yggdrasil
* #MeshNetwork
* #Decentralization
* #OpenSource
* #DataMesh
* #EdgeComputing
* #P2P
* #E2EE
* #Web3

Основные события и обновления в сфере децентрализованных сетей на май 2026 года:
### Matrix и экосистема
* **Matrix Community Summit 2026:** Главное событие года пройдет в Берлине с **21 по 25 мая** в пространстве c-base. Основной фокус — «физический слой» сотрудничества: хакатоны, воркшопы по улучшению протокола и празднование Towel Day (25 мая).
* **Технические апдейты:** В начале мая представлены новые предложения (MSC), включая **MSC4460** (расширяемые события) и **MSC4458** (обработка входящего JSON в API сервер-сервер). Улучшена работа мостов: исправлены ошибки загрузки ключей устройств в mautrix и решены проблемы с тайм-аутами больших медиафайлов.
* **Безопасность:** Интегрированы новые иконки статуса сквозного шифрования (E2EE) «с первого взгляда» и автоматическая фильтрация ссылок через фреймворк Maubot.
### Yggdrasil и Mesh-сети
* **Оптимизация маршрутизации:** В последних сборках (апрель-май 2026) акцент сделан на использовании фильтров Блума для оптимизации поиска пиров и кэширования маршрутов. Это критично для масштабирования сети до уровня «интернета вещей».
* **Yggdrasil Jumper:** Проект активно развивается для решения проблем с NAT-busting, что ранее было «бутылочным горлышком» для новых узлов.
* **Инфраструктура:** Протокол всё чаще рассматривается как база для Edge Computing, благодаря криптографической идентификации узлов и нативной поддержке IPv6.
### Глобальные тренды и Open Source
* **LF Decentralized Trust:** В конце апреля Linux Foundation объявила о вступлении 10 новых членов (включая Espresso Systems и Horizen). Основной вектор на 2026 год — стандартизация токенизированных активов и децентрализованная идентификация (Identity).
* **Data Mesh:** Рынок децентрализованного управления данными показывает резкий рост. Основной тренд — переход от централизованных «озер данных» к доменным архитектурам, где владение данными распределено между участниками сети.
* **Развитие узлов:** В крупных проектах (например, Pi Network) запущены дорожные карты по массовому расширению глобальных нод для обеспечения устойчивости к цензуре и разделения нагрузки.

* #Matrix
* #Yggdrasil
* #MeshNetwork
* #Decentralization
* #OpenSource
* #DataMesh
* #EdgeComputing
* #P2P
* #E2EE
* #Web3

Köln aufgepasst: Am 21. Mai geht die INNOQ Technology Night in die nächste Runde. Mit zwei Talks rund um Datenarchitekturen und Datenprodukte:

🎤 "Big-Data-Architekturen: Welcher Ansatz ist der richtige für euch?" mit Christoph Windheuser (Databricks)

🎤 "Datenprodukte richtig schneiden: Heuristiken für die Praxis" mit Stefan Negele

🗓️ Do, 21. Mai 2026
🕡 ab 18:30 Uhr
📍 INNOQ Office Köln

👉 https://www.meetup.com/innoq-technology-night-koeln/events/314435373/

#DataMesh #Datenarchitektur

From Thursday's #datamesh afterparty.

Data Mesh : pour entreprises >500 employés, équipes autonomes. Piège : complexité. Exemple : temps de livraison/2. #DataEngineering #DataMesh #Scalabilité #Tech #Architecture ... https://www.linkedin.com/posts/gabriel-chandesris_dataengineering-datamesh-scalabilitaez-share-7454087469127536640-s5cK

Capacities? Domains? Environments? Workspaces? If #MicrosoftFabric administration feels overwhelming, join us on 2026-04-16 when Paul Andrew shows us how to bring structure and governance to the platform. http://swfta.uk/ug-2026-04

#DataMesh #DataFabric

Capacities? Domains? Environments? Workspaces? If #MicrosoftFabric administration feels overwhelming, join us on 2026-04-16 when Paul Andrew shows us how to bring structure and governance to the platform. http://swfta.uk/ug-2026-04

#DataMesh #DataFabric

Capacities? Domains? Environments? Workspaces? If #MicrosoftFabric administration feels overwhelming, join us on 2026-04-16 when Paul Andrew shows us how to bring structure and governance to the platform. http://swfta.uk/ug-2026-04

#DataMesh #DataFabric

Capacities? Domains? Environments? Workspaces? If #MicrosoftFabric administration feels overwhelming, join us on 2026-04-16 when Paul Andrew shows us how to bring structure and governance to the platform. http://swfta.uk/ug-2026-04

#DataMesh #DataFabric

Capacities? Domains? Environments? Workspaces? If #MicrosoftFabric administration feels overwhelming, join us on 2026-04-16 when Paul Andrew shows us how to bring structure and governance to the platform. http://swfta.uk/ug-2026-04

#DataMesh #DataFabric

Microsoft #MicrosoftFabric is more than just workspaces inherited from Power BI. On 2026-04-16, Paul Andrew joins us to tackle platform governance capacities, domains, data products, and how to organise it all effectively. http://swfta.uk/ug-2026-04

#DataMesh #DataGovernance

Confused by Data Warehouse vs. Data Lake vs. Data Mesh?

Think of it this way:
- 📦 Warehouse = organized storage room
- 🌊 Lake = throw everything in, sort later
- 🕸️ Mesh = each team owns and serves its own data - but there is still a common hub.

The key insight: Mesh isn't a storage technology. You can run a Data Mesh on top of a Warehouse or Lake. It's about ownership, not infrastructure.

👉 https://www.kdnuggets.com/data-lake-vs-data-warehouse-vs-lakehouse-vs-data-mesh-whats-the-difference

#DataMesh #DataLake #DataWarehouse #DataLiteracy
— bos | 🖼️ ai-generated

Confused by Data Warehouse vs. Data Lake vs. Data Mesh?

Think of it this way:
- 📦 Warehouse = organized storage room
- 🌊 Lake = throw everything in, sort later
- 🕸️ Mesh = each team owns and serves its own data - but there is still a common hub.

The key insight: Mesh isn't a storage technology. You can run a Data Mesh on top of a Warehouse or Lake. It's about ownership, not infrastructure.

👉 https://www.kdnuggets.com/data-lake-vs-data-warehouse-vs-lakehouse-vs-data-mesh-whats-the-difference

#DataMesh #DataLake #DataWarehouse #DataLiteracy
— bos | 🖼️ ai-generated

Confused by Data Warehouse vs. Data Lake vs. Data Mesh?

Think of it this way:
- 📦 Warehouse = organized storage room
- 🌊 Lake = throw everything in, sort later
- 🕸️ Mesh = each team owns and serves its own data - but there is still a common hub.

The key insight: Mesh isn't a storage technology. You can run a Data Mesh on top of a Warehouse or Lake. It's about ownership, not infrastructure.

👉 https://www.kdnuggets.com/data-lake-vs-data-warehouse-vs-lakehouse-vs-data-mesh-whats-the-difference

#DataMesh #DataLake #DataWarehouse #DataLiteracy
— bos | 🖼️ ai-generated

When I was out at the shopping mall the other day I notice my RNode going nuts. Some weird interference. What could be causing this? #Reticulum #RNode #DataMesh #LoRa

Hi. I am looking for a full-time, fully remote Data Governance Lead for a green-fields, on-premise digital bank build.

In this role you define and own the roadmap to establish the end-to-end Governance capability.

Stakeholder, incl. some C-Suite, management required.

Technical experience with Data Catalogues and Data Engineering is a plus.

#DCAM #datagovernance #datamesh #Fedihire

Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

At the core of a #ShiftLeft strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

📖 Great insights from this #InfoQ article on rethinking the Medallion Architecture: https://bit.ly/3WHjxsf

#SoftwareArchitecture #DataMesh #DataEngineering #DataLake #DataPipelines

Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

At the core of a #ShiftLeft strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

📖 Great insights from this #InfoQ article on rethinking the Medallion Architecture: https://bit.ly/3WHjxsf

#SoftwareArchitecture #DataMesh #DataEngineering #DataLake #DataPipelines

Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

At the core of a #ShiftLeft strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

📖 Great insights from this #InfoQ article on rethinking the Medallion Architecture: https://bit.ly/3WHjxsf

#SoftwareArchitecture #DataMesh #DataEngineering #DataLake #DataPipelines

Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

At the core of a #ShiftLeft strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

📖 Great insights from this #InfoQ article on rethinking the Medallion Architecture: https://bit.ly/3WHjxsf

#SoftwareArchitecture #DataMesh #DataEngineering #DataLake #DataPipelines

Shifting Left delivers clean, reliable, and accessible data to everyone who needs it - right when they need it.

The result? Less complexity, lower overhead, and far less break-fix work, freeing teams to focus on higher-value problems.

At the core of a #ShiftLeft strategy are Data Products. They form the backbone of healthy data communication and ensure quality is built in - not patched on later.

📖 Great insights from this #InfoQ article on rethinking the Medallion Architecture: https://bit.ly/3WHjxsf

#SoftwareArchitecture #DataMesh #DataEngineering #DataLake #DataPipelines

Data mesh is not a tool—it’s a shift. Are you ready to let your teams own data as products? #DataMesh #FederatedData #EnterpriseArchitecture #ITLeadership #DigitalTransformation #CIOInsights #FutureOfWork #DataDriven #Innovation #BusinessAgility
https://www.linkedin.com/pulse/mastering-data-mesh-leaders-path-federated-sanjay-k-mohindroo--ogf0f

🇪🇺 Seit September 2025 gilt der #EUDataAct – und verpflichtet Unternehmen zu strukturierten Dateninventaren.
In seinem Artikel zeigt Stefan Negele, wie #DataMesh und #DataContracts nicht nur bei der Umsetzung helfen, sondern auch strategische Vorteile schaffen.

📖 Jetzt lesen: https://www.innoq.com/de/articles/2025/09/dateninventare-eu-data-act/
📥 Teil des Briefings „Digitale Souveränität“: https://briefing.innoq.com/de/digitale-souveraenitaet

🇪🇺 Seit September 2025 gilt der #EUDataAct – und verpflichtet Unternehmen zu strukturierten Dateninventaren.
In seinem Artikel zeigt Stefan Negele, wie #DataMesh und #DataContracts nicht nur bei der Umsetzung helfen, sondern auch strategische Vorteile schaffen.

📖 Jetzt lesen: https://www.innoq.com/de/articles/2025/09/dateninventare-eu-data-act/
📥 Teil des Briefings „Digitale Souveränität“: https://briefing.innoq.com/de/digitale-souveraenitaet

🇪🇺 Seit September 2025 gilt der #EUDataAct – und verpflichtet Unternehmen zu strukturierten Dateninventaren.
In seinem Artikel zeigt Stefan Negele, wie #DataMesh und #DataContracts nicht nur bei der Umsetzung helfen, sondern auch strategische Vorteile schaffen.

📖 Jetzt lesen: https://www.innoq.com/de/articles/2025/09/dateninventare-eu-data-act/
📥 Teil des Briefings „Digitale Souveränität“: https://briefing.innoq.com/de/digitale-souveraenitaet

🇪🇺 Seit September 2025 gilt der #EUDataAct – und verpflichtet Unternehmen zu strukturierten Dateninventaren.
In seinem Artikel zeigt Stefan Negele, wie #DataMesh und #DataContracts nicht nur bei der Umsetzung helfen, sondern auch strategische Vorteile schaffen.

📖 Jetzt lesen: https://www.innoq.com/de/articles/2025/09/dateninventare-eu-data-act/
📥 Teil des Briefings „Digitale Souveränität“: https://briefing.innoq.com/de/digitale-souveraenitaet

🇪🇺 Seit September 2025 gilt der #EUDataAct – und verpflichtet Unternehmen zu strukturierten Dateninventaren.
In seinem Artikel zeigt Stefan Negele, wie #DataMesh und #DataContracts nicht nur bei der Umsetzung helfen, sondern auch strategische Vorteile schaffen.

📖 Jetzt lesen: https://www.innoq.com/de/articles/2025/09/dateninventare-eu-data-act/
📥 Teil des Briefings „Digitale Souveränität“: https://briefing.innoq.com/de/digitale-souveraenitaet

Data mesh is not a tool—it’s a shift. Are you ready to let your teams own data as products? #DataMesh #FederatedData #EnterpriseArchitecture #ITLeadership #DigitalTransformation #CIOInsights #FutureOfWork #DataDriven #Innovation #BusinessAgility
https://medium.com/@sanjay.mohindroo66/mastering-the-data-mesh-it-leaders-path-to-federated-data-architecture-527a8b6caa58

Today we’re talking about #XConf - our global tech conference where the future of tech takes shape. From AI and Data mesh to Rust and LLMs, explore cutting-edge topics with world-class speakers.

🎟️ Don’t follow the trends. Lead them. Join us: https://ter.li/5bp3ey

#Tech #AI #Rust #LLM #DataMesh

datamesh-governance.com: Curated examples for #DataMesh guiding values, an operating model, and global policies to support a federated governance group.

https://www.datamesh-governance.com/

The practical approach to building a data mesh [Q&A] #QamdA #DataMesh

https://betanews.com/2025/06/02/the-practical-approach-to-building-a-data-mesh-qa/

Shifting Left isn’t just a buzzword - it’s the foundation for efficiency in your organization!

By making clean, reliable, and accessible data available across your organization, you reduce complexity and unlock time to focus on higher-value work.

💡 Data products are the foundation of this #ShiftLeft, enabling healthy, scalable data communication.

📖 Dive into the details in the #InfoQ article: https://bit.ly/3WHjxsf

#SoftwareArchitecture #DataMesh #DataLake #DataPipelines #ETL

Update on #Uber’s #GoogleCloudPlatform migration of its batch data analytics and ML platform: https://bit.ly/3BJ34wb

Uber shares new details on migrating its batch data platform to Google Cloud, incorporating key #DataMesh principles.

Discover more details on #InfoQ!

#batchprocessing #DevOps

A #ShiftLeft approach to #DataProcessing relies on data products, which form the basis of data communication across the business.

This addresses many flaws in traditional data processing and makes data more relevant, complete, and trustworthy.

#InfoQ article: https://bit.ly/3WHjxsf

#SoftwareArchitecture #DataMesh #DataLake #DataPipelines #ETL

🔗 How can #DataSpaces and #DataMesh enable secure, standardized data sharing across organizations?

Our latest article explores this synergy, unlocking the potential of collaborative and compliant data ecosystems: https://ter.li/kcay8s

#DataSharing #TechInnovation #Tech

#Current23 is the next generation of #KafkaSummit, so expect some #apacheKafka talks. But there's room for everyone! #apacheDruid, #apacheFlink, #ETL, #dataMesh, #machineLearning, #IoT, #databases...

We have room for talks on the unique #devops challenges of monitoring and managing any of these systems; talks on #sociotechnical impact of rearchitecting your business for streaming; #streaming in academia; and just plain fun and geeky sessions.

The list goes on and on!

From #AI tools in #SoftwareDelivery to transformative #DataMesh implementations, our readers have enjoyed a diverse array of insights this year.

Dive into our top five articles of 2024 and discover the ideas shaping the future of technology 👇

-> Leading through change: Navigating the landscape of AI tools for software delivery by @bboeckel - https://ter.li/5k5ph1

-> How to overcome tech debt and keep your business moving by Rachel Laycock - https://ter.li/o845v2

#Tech #TechArticle

Does anyone here know of some literature on how to share entity relations between domains? Let's say Lionel Messi, with id 123 in some sport system start an acting career and gets id 456 in #imdb. How would the sports department communicate this to some other, third domain so they can join and aggregate? How do you deal with deletion of an entity? Just tombstones? I'd love some research on this topic, as it seems to reinvent itself time and time again
#datamesh #dataproduct #kafka #protobuf

[2/2] While not the definition of DataMesh, it is the concept that drew me to consider #DataMesh in organizational architectures for #InternetOfThings #IoT #SensorAnalyticsEcosystems #SensAE as these ecosystems are the ultimate distributed system, requiring orchestration of the #DataPipelines for efficiency and governance, and presenting the various levels of #analytics #ML and #DigitalTwins as #DataProducts

What does the https://IoTcommunity.NET/ think

[2/2] While not the definition of DataMesh, it is the concept that drew me to consider #DataMesh in organizational architectures for #InternetOfThings #IoT #SensorAnalyticsEcosystems #SensAE as these ecosystems are the ultimate distributed system, requiring orchestration of the #DataPipelines for efficiency and governance, and presenting the various levels of #analytics #ML and #DigitalTwins as #DataProducts

What does the https://IoTcommunity.NET/ think

[2/2] While not the definition of DataMesh, it is the concept that drew me to consider #DataMesh in organizational architectures for #InternetOfThings #IoT #SensorAnalyticsEcosystems #SensAE as these ecosystems are the ultimate distributed system, requiring orchestration of the #DataPipelines for efficiency and governance, and presenting the various levels of #analytics #ML and #DigitalTwins as #DataProducts

What does the https://IoTcommunity.NET/ think

[2/2] While not the definition of DataMesh, it is the concept that drew me to consider #DataMesh in organizational architectures for #InternetOfThings #IoT #SensorAnalyticsEcosystems #SensAE as these ecosystems are the ultimate distributed system, requiring orchestration of the #DataPipelines for efficiency and governance, and presenting the various levels of #analytics #ML and #DigitalTwins as #DataProducts

What does the https://IoTcommunity.NET/ think

[2/2] While not the definition of DataMesh, it is the concept that drew me to consider #DataMesh in organizational architectures for #InternetOfThings #IoT #SensorAnalyticsEcosystems #SensAE as these ecosystems are the ultimate distributed system, requiring orchestration of the #DataPipelines for efficiency and governance, and presenting the various levels of #analytics #ML and #DigitalTwins as #DataProducts

What does the https://IoTcommunity.NET/ think

An excellent article by Lyndsay Wise: “On a high level, data mesh is about connecting and enabling data management across distributed systems”

The conclusions help bring #EDW concepts into the picture more clearly.

[1/2] #DataMesh #InternetOfThings #DataProducts #DistributedSystems #SensorAnalyticsEcosystems #SensAE #IoT #IoTPL #IoTCL

https://www.integrate.io/blog/approaching-data-mesh-data-warehousing/

An excellent article by Lyndsay Wise: “On a high level, data mesh is about connecting and enabling data management across distributed systems”

The conclusions help bring #EDW concepts into the picture more clearly.

[1/2] #DataMesh #InternetOfThings #DataProducts #DistributedSystems #SensorAnalyticsEcosystems #SensAE #IoT #IoTPL #IoTCL

https://www.integrate.io/blog/approaching-data-mesh-data-warehousing/