# Data Space

A data space is a governed technical environment for trusted data sharing between participants, using agreed policies, semantic models, protocols, processes, and services.

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## ClickHouse is data lake ready

DevFeed: [ClickHouse is data lake ready](<https://devfeed.tech/articles/clickhouse-is-data-lake-ready-5106.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/clickhouse-is-data-lake-ready>)

Author: Karolina Ruiz Rogelj; Melvyn Peignon

Published: 2026-03-25T00:00:00Z

Content type: article

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [clickhouse](<https://devfeed.tech/topics/clickhouse.md>), [Apache Iceberg](<https://devfeed.tech/topics/apache-iceberg.md>), [parquet](<https://devfeed.tech/topics/parquet.md>), [Data Space](<https://devfeed.tech/topics/data-space.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [Amazon S3](<https://devfeed.tech/topics/amazon-s3.md>), [Azure](<https://devfeed.tech/topics/azure.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [apache-iceberg](<https://devfeed.tech/tags/apache-iceberg.md>), [azure](<https://devfeed.tech/tags/azure.md>), [caching](<https://devfeed.tech/tags/caching.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [concurrency](<https://devfeed.tech/tags/concurrency.md>), [data](<https://devfeed.tech/tags/data.md>), [interoperability](<https://devfeed.tech/tags/interoperability.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [parquet](<https://devfeed.tech/tags/parquet.md>), [performance](<https://devfeed.tech/tags/performance.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [s3](<https://devfeed.tech/tags/s3.md>), [scale](<https://devfeed.tech/tags/scale.md>), [storage](<https://devfeed.tech/tags/storage.md>)

### AI overview

ClickHouse is presented as data lake ready, with direct querying of Iceberg and Delta Lake data, support for cloud catalogs and Parquet optimizations, and the option to load data into native storage for faster high-concurrency analytics while writing results back to open formats.

### Source excerpt

ClickHouse now supports direct querying of Iceberg and Delta Lake formats across major cloud catalogs without requiring data migration.

## Scaling Aerospace Systems Without a Central Control Plane

DevFeed: [Scaling Aerospace Systems Without a Central Control Plane](<https://devfeed.tech/articles/scaling-aerospace-systems-without-a-central-control-plane-23796.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/multi-region-database-architecture-aerospace-systems>)

Author: David Weiss

Published: 2026-03-17T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [systems](<https://devfeed.tech/topics/systems.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [Security](<https://devfeed.tech/topics/security.md>), [Data Space](<https://devfeed.tech/topics/data-space.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [legacy](<https://devfeed.tech/topics/legacy.md>)

Tags: [encryption](<https://devfeed.tech/tags/encryption.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [legacy](<https://devfeed.tech/tags/legacy.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [security](<https://devfeed.tech/tags/security.md>), [systems](<https://devfeed.tech/tags/systems.md>), [tls](<https://devfeed.tech/tags/tls.md>), [trust](<https://devfeed.tech/tags/trust.md>)

### AI overview

The article examines how multi-operator aerospace systems can scale without a central control plane. Using NASA's Discovery and Synchronization Service as an example, it explains that the main challenge is maintaining secure, authoritative coordination across independent operators while avoiding central dependencies and shared-system vulnerabilities.

### Source excerpt

Aerospace has a scaling problem, but it's not about data volume alone.

## How Apple's App Store Model and Browser Restrictions Relate to the EU's DMA

DevFeed: [How Apple's App Store Model and Browser Restrictions Relate to the EU's DMA](<https://devfeed.tech/articles/the-app-store-was-always-authoritarian-26561.md>)

Original publisher: [Read original article](<https://infrequently.org/2025/10/the-app-store-was-always-authoritarian/>)

Author: Alex Russell

Published: 2025-10-11T00:00:00Z

Content type: opinion

Language: en

Sources: [Alex Russell](<https://devfeed.tech/sources/alex-russell.md>)

Topics: [interoperability](<https://devfeed.tech/topics/interoperability.md>), [Data Space](<https://devfeed.tech/topics/data-space.md>), [web applications](<https://devfeed.tech/topics/web-applications.md>), [Web](<https://devfeed.tech/topics/web.md>), [App](<https://devfeed.tech/topics/app.md>), [browser](<https://devfeed.tech/topics/browser.md>), [iOS](<https://devfeed.tech/topics/ios.md>)

Tags: [app](<https://devfeed.tech/tags/app.md>), [apple](<https://devfeed.tech/tags/apple.md>), [appstores](<https://devfeed.tech/tags/appstores.md>), [browser](<https://devfeed.tech/tags/browser.md>), [competition](<https://devfeed.tech/tags/competition.md>), [dma](<https://devfeed.tech/tags/dma.md>), [eu](<https://devfeed.tech/tags/eu.md>), [interoperability](<https://devfeed.tech/tags/interoperability.md>), [opensocieties](<https://devfeed.tech/tags/opensocieties.md>), [policy](<https://devfeed.tech/tags/policy.md>), [right-to-repair](<https://devfeed.tech/tags/right-to-repair.md>), [web](<https://devfeed.tech/tags/web.md>), [web-applications](<https://devfeed.tech/tags/web-applications.md>), [webdev](<https://devfeed.tech/tags/webdev.md>)

### AI overview

This opinion article argues that Apple's App Store model depends on control over app distribution and browser access. It links Apple's opposition to interoperability and browser engine choice under the EU's Digital Markets Act to the company's ability to collect revenue from developers and users.

### Source excerpt

Eric Prouzet And now we see it clear, like a Cupertino sunrise bathing Mt. Bielawski in amber: Apple will censor its App Store at the behest of the Trump administration without putting up a fight. It will twist words into their antipodes to serve the powerful at the expense of the weak. To better serve autocrats, it will talk out both sides of its mouth in ways it had previously reserved for dissembling arguments against threats to profits, like right-to-repair and browser choice. They are, of course, linked. Contents Who's Afraid of the Big Bad Web? Dots Unconnected "Who should rule?" The Price of High Modernism is Dignity Endnote: Let's Talk About Google Apple bent the knee for months, leaving many commentators to ask why. But the reasons are not mysterious: Apple wants things that only the government can provide, things that will defend and extend its power to extract rents, rather than innovate. Namely, selective exemption from tariffs and an end to the spectre of pro-competition regulation that might bring about real browser choice. Over the past few weeks, Tim Apple got a lot what he paid for,1 with the full weight of the US foreign and industrial policy apparatus threatening the EU over DMA enforcement. This has been part of a full-court press from Cupertino. Apple simultaneously threatened the EU while rolling out fresh astroturf for pliant regulators to recline on. This is loud, coordinated, and calculated. But calculated to achieve what? Why is the DMA such a threat to Apple? Interoperability. The DMA holds the power to unlock true, safe, interoperability via the web. Its core terms require that Apple facilitate real browser engine choice, and Apple is all but refusing, playing games to prevent powerful and safe iOS browsers and the powerful web applications they facilitate. Web applications that can challenge the App Store. Unlike tariffs, which present a threat to short-term profits through higher costs and suppression of upgrades in the near term, inter

## A glimpse at the summit

DevFeed: [A glimpse at the summit](<https://devfeed.tech/articles/a-glimpse-at-the-summit-8762.md>)

Original publisher: [Read original article](<https://trino.io/blog/2024/10/17/trino-summit-2024-tease.html>)

Author: Manfred Moser, Monica Miller, Anna Schibli

Published: 2024-10-17T00:00:00Z

Content type: article

Language: en

Sources: [Trino Blog](<https://devfeed.tech/sources/trino-blog.md>)

Topics: [data analytics](<https://devfeed.tech/topics/data-analytics.md>), [Apache Iceberg](<https://devfeed.tech/topics/apache-iceberg.md>), [Data Space](<https://devfeed.tech/topics/data-space.md>), [Scalability](<https://devfeed.tech/topics/scalability.md>), [SQL](<https://devfeed.tech/topics/sql.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [apache-iceberg](<https://devfeed.tech/tags/apache-iceberg.md>), [event](<https://devfeed.tech/tags/event.md>), [free](<https://devfeed.tech/tags/free.md>), [interoperability](<https://devfeed.tech/tags/interoperability.md>), [netflix](<https://devfeed.tech/tags/netflix.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [scalability](<https://devfeed.tech/tags/scalability.md>), [sql](<https://devfeed.tech/tags/sql.md>), [training](<https://devfeed.tech/tags/training.md>), [virtual-event](<https://devfeed.tech/tags/virtual-event.md>)

### AI overview

A preview of the two-day, free, virtual Trino Summit 2024 highlights proposed sessions on large-scale Trino deployments, Apache Iceberg, lakehouse architectures, data platform interoperability, analytics cost efficiency, performance, and scalability.

### Source excerpt

Our efforts around Trino Summit 2024 are ramping up and the event is creeping closer and closer. We are really looking forward to the two-day, free, virtual event in December about all things Trino. While we are working hard to put together the SQL basecamps before Trino Summit training sessions and other community events, a number of your awesome peers from the Trino community submitted session proposals, and we are excited to share that glimpse on the agenda for Trino Summit 2024.

## Critique of Gaia-X's role in Europe's cloud strategy

DevFeed: [Critique of Gaia-X's role in Europe's cloud strategy](<https://devfeed.tech/articles/gaia-x-is-a-distraction-which-should-be-abandoned-36402.md>)

Original publisher: [Read original article](<https://berthub.eu/articles/posts/gaia-x-is-an-expensive-distraction/>)

Published: 2024-07-25T10:50:43Z

Content type: opinion

Language: en

Sources: [Bert Hubert's writings](<https://devfeed.tech/sources/bert-hubert-s-writings.md>)

Topics: [gaia](<https://devfeed.tech/topics/gaia.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [Data Space](<https://devfeed.tech/topics/data-space.md>), [interoperability](<https://devfeed.tech/topics/interoperability.md>)

Tags: [aws](<https://devfeed.tech/tags/aws.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [europe](<https://devfeed.tech/tags/europe.md>), [gaia](<https://devfeed.tech/tags/gaia.md>), [governance](<https://devfeed.tech/tags/governance.md>), [initiative](<https://devfeed.tech/tags/initiative.md>), [interoperability](<https://devfeed.tech/tags/interoperability.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [transparency](<https://devfeed.tech/tags/transparency.md>)

### AI overview

The article argues that Gaia-X is an expensive distraction that is not building a European cloud and may be holding back progress. It distinguishes Gaia-X from an EU project or AWS competitor and discusses its stated focus on digital governance, transparency, portability, interoperability, Data Spaces, and open source software.

### Source excerpt

It pains me that I have to write this, but Gaia-X is a harmful and expensive distraction, and it is not doing anything that will ever get us a "European cloud", not even indirectly. Its very existence is holding back progress. For this reason, Gaia-X should be abandoned, and we should try to learn as much as possible from its failure, so we can try something else. I provide some inspiration at the end of this post.