Development Efficiency Exercise Software Architecture 
DZone
NOVEMBER 9, 2021
NIST did classic research to show that catching bugs at the beginning of the development process could be more than ten times cheaper than if a bug reaches production. They are rerun(in the best case) and thus defeating the whole purpose of this exercise while spending tons and tons of time/money/energy on this).nn>
All Things Distributed
NOVEMBER 15, 2010
Modern CPUs strongly favor lower latency of operations with clock cycles in the nanoseconds and we have built general purpose software architectures that can exploit these low latencies very well. Configuring kernel execution is not a trivial exercise and requires GPU device specific knowledge.
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O'Reilly
OCTOBER 19, 2021
As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. To make ML applications production-ready from the beginning, developers must adhere to the same set of standards as all other production-grade software.
Strategic Tech
FEBRUARY 16, 2022
Sometimes, this can be achieved with relatively minimal disruption, like when the products are highly distinct and can be developed fully in-parallel. Since then, Google Maps has become the foundation for many other innovations after being opened up to developers via APIs. This is often not the case, however.
Strategic Tech
DECEMBER 12, 2019
It acts as a collaboration tool to balance the need for business correctness, user experience, and technical efficiency. Defining Aggregate Boundaries Deciding that specific business operations should succeed or fail together sounds like a simple requirements gathering exercise. They don’t understand software, they.
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