Working with Models-as-Assets

Models-as-assets change how we work as software developers. Just as thirty years ago, developers learned to relax, forget about register allocation, and love programming language compilers that conferred hardware-platform independence, so too will we learn to relax, forget about distribution, and love model compilers that confer independence from the software platform.

We can therefore look forward to the day when software developers search the Web for reusable models that have the required functionality, and then combine those models with model compilers that deliver the appropriate performance for the event rates and data access patterns—which can, in turn, be combined with common infrastructure for the enterprise. ...

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