46:59
Lean Business Agility
Klaus Leopold shows how to establish business agility in a Lean way, presenting a case where he improved organizational agility of about 80 teams without bothering teams in their daily work.
30:55
Alluxio: The Journey Thus Far and the Road Ahead
Gene Pang introduces Alluxio, an open-source memory-speed virtual distributed storage system, integrations with other storage systems and some of the improvements they are working on.
44:23
Lessons Learned from Fighting Nation States in Cyber Space
Dmitri Alperovitch covers important lessons learned from the hack of the DNC incidents like nation-state intrusions from China, Iran, North Korea, Russia and other countries.
44:35
Evaluating Machine Learning Models: A Case Study
Nelson Ray talks about on how to estimate the business impact of launching various machine learning models, in particular, those Opendoor uses for modeling the liquidity of houses.
51:32
Semi-Supervised Deep Learning on Large Scale Climate Models
Prabhat presents NERSc’s results in applying Deep Learning for supervised and semi-supervised learning of extreme weather patterns, scaling Deep Learning to 9000 KNL nodes on a supercomputer.
51:15
Front-End APIs: Powering Fast-Paced Iterations
Aditya Modi and Karthik Ramgopal explore LinkedIn’s ideas behind API modeling, the challenges they’ve faced, and how they are evolving their modeling strategy over time based on their learnings.
45:01
Spotify Lessons: Learning to Let Go of Machines
James Wen tells the story of how Spotify’s infrastructure evolved and how this evolution changed the way that Spotify developers write code and the vast increase in iteration and shipping speed.
45:00
It Will Break
Leonid Movsesyan talks about the inevitability of a failure and the ways how engineers can design their systems to be able to tolerate them.
48:39
Scalable Chatbot Architecture with eBay ShopBot
Robert Enyedi discusses the ebay ShopBot, a personal shopping assistant available as a Facebook Messenger bot.
15:06
Go Mobile in Africa and Monetize to 116M Customers Thanks to APIs
Aurélien Duval Delort presents Orange’s mobile APIs available in Africa.
54:24
Pony: How I learned to stop worrying and embrace an unproven technology
Sean T. Allen talks about his experiences using Pony to build Wallaroo, a high-performance, low-latency stream processing engine.
23:39
From Customer Self Service Portals to Web APIs
Florian Marquardt presents how Regiocom has created and uses web APIs to serve the energy market in several countries.
