2/ Autoscaling & managed function execution seems great at first blush, but existing infrastructure doesn't support fine-grained communication or data movement, which makes it terrible for distributed & data systems.
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1/ New paper with @joe_hellerstein @alsched @cgwu0530 @jmfaleiro @jssmith @mejoeyg on pitfalls of existing serverless infra and future research directions: https://arxiv.org/abs/1812.03651 (Paper will also be at #cidr2019.)
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3/ To make serverless suitable for a wider variety of applications (which we want to do) there's a ton of room for research & innovation in systems, programming abstractions, hardware, etc.
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4/ You can check out what we're working on here:https://github.com/fluent-project/fluent …
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