Presentation: Monitoring Modern Architectures with Data Science

Much has changed in the three or so decades since simple distributed client/server architectures and so-too have the technologies and industry practices around monitoring. Cloud-Native, DevOps, blue/green deployments, server-less, edge/fog, IoT all fit into a world much better handled by the emerging Artificial Intelligence for IT Operations domain more-so than traditional ITIL/SDLC approaches. Software continues to eat the world. Software automates, defines. The world is "going digital" and it's quite exciting -- but this always-connected from-everything to-everywhere world does add complexity to software systems and this talk will dive in to some of that complexity and how modern data science and algorithms are being applied to "fight machines with machines," so to speak.