O'Reilly Media author and VP of Developer Experience for lakeFS, helping teams create cost-effective data systems and ML pipelines. Data is the backbone of every business organization today, and its ...

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Java’s Serializable interface provides an easy-to-use programming interface for converting between a runtime object and a byte stream. Serialization involves mapping a runtime object or an object ...

MLOps, short for machine learning operations, is the equivalent of DevOps for machine learning models: Taking them from development to production, and managing their lifecycle in terms of improvements ...

Similarly, version control is becoming standard in DevOps, with developers checking their changes into a common repository so that one source of truth is maintained. The same approach can be used in ...

Multi-Version Concurrency Control (MVCC) is a widely employed concurrency control mechanism, as it allows for execution modes where readers never block writers. However, most systems implement only ...

You could say that the opposite of version control—from the perspective of internal software development—is chaos. If development teams don’t manage various ...

We take a deep dive into the benefits of version control and version control systems. Learn more about versioning. Version control, also known as source control, is the practice of tracking and ...

A version is defined as a particular form or variant of something. In the case of Digital Asset Management (DAM), versions apply to digital assets and their respective metadata. Without version ...