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Shwetha Nagaraja & Federico Rocha explore in detail some of the most interesting heavily optimized techniques and strategies that Autodesk Forge Viewer introduces for viewing extremely large 2D and 3D models in the browser in real time. These include progressive rendering to reduce time to first pixel, geometry consolidation to reduce draw overhead, etc.
Nick Tune discusses some of the bounded context design heuristics, recurring patterns in the wild, and explains how to facilitate modeling sessions in an organization.
Susan Li shares various NLP feature engineering techniques from Bag-Of-Words to TF-IDF to word embedding that includes feature engineering for both ML models and emerging DL approach. She covers the details including contextual & linguistic feature extraction, vectorization, n-grams, topic modeling, named entity resolution, which are based on concepts from mathematics, information retrieval, NLP.
Increasingly, software development is seen as a creative, collaborative undertaking. If poor remote meetings are impeding collaboration, how much damage could that be doing?
Brendan Burns talks about the generic interface for service mesh technology. The goal of this abstraction layer is to provide an easy-to-consume API that can be implemented by many different service mesh implementations (e.g. Istio, Linkerd, etc). Users are free to adopt service mesh concepts without being bound to any particular implementation. He covers the SMI specification and implementations.
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