Flutter + ML Kit: Building Smart Cross-Platform Apps
Getting started with machine learning on the mobile platform can be daunting. From learning how to implement low-level models and use frameworks, to optimizing and adapting those models for mobile, it can be overwhelming. With ML Kit, regardless of one’s machine learning expertise, one can build compelling machine learning functionality into their mobile apps. Using ML Kit and Flutter, which...
Getting out of Cloud Jail
AWS has made our life easier. And it has made scaling easier – but too often, when you go to scale, it's a matter of reaching for the credit card to add more, more, more. Soon, you're in Cloud Jail. Learn how we dealt with this at TUNE, and how we ultimately did a jailbreak.
Java Futures, 2019 Edition
Abstract: Since last ETE, we've seen two more major versions of the JDK! What's changed in the last year, and what's coming down the road? Join Java Language Architect Brian Goetz in a whirlwind tour of just some of the features coming to Java next.
Keynote – Collective Problem Solving: Music, Science, Software
There’s a story to tell, about musicians, artists, philosophers, scientists, and then programmers. There’s a truth inside it that leads to a new view of work, that sees beauty in the painful complexity that is software development. Starting from The Journal of the History of Ideas, Jessica traces the concept of an “invisible college” through music and art and science...
Keynote – FP vs OOP: Choose Two
This talk is about the fictitious divisions we invent, and how they harm the progress of our industry. In particular, we'll look at the supposed tension between Functional Programming and Object-Oriented Programming, and hopefully see that the tension is all in our heads.
Kubernetes: Your Next Java Application Server
In the Java ecosystem, we have historically been enamored by the concept of the "Application Server," the runtime engine that not only gave us portable APIs (e.g. JMS, JAX-RS, JSF, EJB) but also gave us critical runtime infrastructure for things like farm deployments, configuration, load-balancing, fail-over, distributed management and monitoring. In this session, we are going to demonstrate how Kubernetes...
Machine Learning: from ABCs to DEFs
I'd like to introduce you to this new, 60 year old, kid on the block: "Machine Learning". Some math + some stats, but mostly "what"s, "why"s and "how"s of different problems it solves, and of course some code, since that's what machines speak best. While we'll ride along with mouthfuls such as "stochastic gradient descent", "cross entropy" and friends, the...
Principles of Collaborative Automation
Great automation doesn’t replace humans; it enhances us. When we are choosing or building tools for our team, we want them to play like team members: keep us informed, make the easy decisions repeatably, and pass the hard decisions to the humans along with the information we need to make them. Based on research in human-centered design, this talk enumerates...
Rust: A Language for the Next 40 Years
Learn what makes the programming language Rust a unique technology, such as the memory safety guarantees that enable more people to write performant systems-level code. Hear about how Rust Editions evolve the language and the compiler without breaking existing code. See who's trusting Rust for critical products today. Join us on Rust's journey to the future.
Serverless Architecture: A Love Story
Serverless applications are the future of lightweight, scalable, and performant application development. Developers are breaking apart their monolith applications into smaller, purpose-focused microservices. They are quickly and purposefully prototyping application ideas. Moving to a “Serverless” environment really means to migrating a fully-hosted environment to using a fully-managed compute or persistence service from one of the big cloud platform providers. One...
Tales from the QA Crypt
The Road to Zig 1.0
Despite being one of the youngest programming languages, Zig is progressing rapidly toward its first production-ready release. Join creator Andrew Kelley for a justification of Zig's existence and a tour of the unique features of Zig. See what people have already built with it today, and explore what will be possible when Zig reaches 1.0. Bring your skepticism, tough questions,...