While platforms like AWS are great, I worry about centralizing all that power in Amazon's hands.
I wonder if we could return to keeping servers under our desks, but leverage new distributed computing tech to give us the same redundancy + scalability.
In some ways, I'm OK with that. I don't mind supporting private businesses! It's the amount of power we're giving Amazon in our industry that worries me.
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There are two groups of services on the cloud providers: 1) Generic IAAS like instances and containers easy to move but you need to do all the work to setup 2) Custom services (like propriety AI, machine learning, etc) that you can't get anywhere else.
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If portability is your concern you can choose #1 (build your own machine learning cluster) If simplicity/time-to-learn is your concern, you can choose #2 (use their machine learning services) that you might not be able to easily build yourself.
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