Strategic Tech
MARCH 26, 2019
You will be handing the initiative to your competitors who invested in their software development capabilities and are out-innovating you as a result. As a business leader, you should be asking three questions: Why is software development more complex than I thought? and business innovation speed plummets.
Strategic Tech
JANUARY 22, 2024
external consultants or training) Preference for waiting for the problems to arise (indicating the need for an AMET) or forming an AMET early to prevent issues arising Confidence level that modernization will actually happen (sometimes it is just too unclear and lacking priority) How quickly do you want/need to modernize?
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Strategic Tech
SEPTEMBER 29, 2018
You’ve got a backlog full of innovative product ideas that will transform your business results, but you just can’t hire people quickly enough to build and deliver your wondrous innovations. finding good software engineers takes so long and requires so much effort… but it doesn’t have to. Hiring is so hard?—?finding
O'Reilly
FEBRUARY 2, 2020
First, the behavior of an AI application depends on a model , which is built from source code and training data. You need a repository for models and for the training data. And that’s essential: if you need to understand how your model behaves, and you don’t have the training data, you’re sunk.
Adrian Cockcroft
FEBRUARY 13, 2023
Provides comparison of inference workload on P4dn GPU instances vs. AWS Trainium saving 92% energy and 90% cost, and training workload on P4dn vs. AWS Inferentia 2.6x shorter training time, saving 54% energy and 75% cost. Good discussion of the embodied carbon of silicon chip production. SUS304 to SUS311 No talks with these codes.
ACM Sigarch
APRIL 8, 2019
ML and deep learning innovations are constantly in the news. Her current work focuses on hardware/software co-design for extremely large-scale deep learning training. Lena Olson is a Software Engineer at Google. . Disclaimer: Newsha is a Research Scientist at Baidu and Lena is a Software Engineer at Google.
All Things Distributed
SEPTEMBER 4, 2017
And thirdly, an "algorithmic revolution" has taken place, meaning it is now possible to train trillions of algorithms simultaneously, making the whole machine learning process much faster. For the past 20 years, thousands of software engineers at Amazon have been working on ML. Machine Leaning at Amazon.
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