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A Note to Business Leaders on Software Engineering

Strategic Tech

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.

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Sustainability at AWS re:Invent 2022 All the talks and videos I could find…

Adrian Cockcroft

Margaret leads the worldwide solution architect program for sustainability, and gives an excellent talk on how customers should think about optimizing their workloads. 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

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Why is Hiring so Hard? How to Improve Your Hiring Fortunes

Strategic Tech

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

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AI for everyone - How companies can benefit from the advance of machine learning

All Things Distributed

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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The Persistent Imbalance Between Supply and Demand for Software Development Labor

The Agile Manager

Software development is generally counter-cyclical to the broader economy: it does well when the economy is down because software locks in productivity gains desired after layoffs & cutbacks. Software also makes its own opportunities, because it is inherently a business of invention and innovation.

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Organise your engineering teams around the work by reteaming

Abhishek Tiwari

Over specialisation is considered good in industries such as healthcare and aviation but in software engineering over specialisation can be a blocker. Unlike healthcare and aviation where practices don't change over the decades, software technology is changing every day. product) don't change over a long period. Probably yes.

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Tackling the Pipeline Problem in the Architecture Research Community

ACM Sigarch

Not all computer science degree programs offer computer architecture classes to undergrads, and ones that do, may offer it as one of many electives. 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.