Conference: Nov 13-15, 2017
Workshops: Nov 16-17, 2017
Presentation: Autonomous Operations: Microservices, ML and AI
Duration
Persona:
- Architect
- Data Scientist
- Developer
Abstract
Microservice architectures have increased the speed at which systems changed and reduced the complexity of the units inside those systems. These improvements come at price though: system complexity grows quadratically as the number of services increases.
Operating systems consisting of many moving parts under near constant change will quickly become untenable for human beings. Enter AI.
In this talk, we’ll explore the increasing automated field of operations and explore what the future might hold when machine learning and AI techniques are brought to bear on the problem of systems operations.
We’ll not only explore what might be possible, but we’ll also see some real examples of what is possible with today’s toolchains and compute power.
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Tracks
Monday Nov 7
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Distributed Systems War Stories
“A distributed system is one in which the failure of a computer you didn't even know existed can render your own computer unusable.” - Lamport.
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Containers Everywhere
State of the art in Container deployment, management, scheduling
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Art of Relevancy and Recommendations
Lessons on the adoption of practical, real-world machine learning practices. AI & Deep learning explored.
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Next Generation Web Standards, Frameworks, and Techniques
JavaScript, HTML5, WASM, and more... innovations targetting the browser
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Optimize You
Keeping life in balance is a challenge. Learn lifehacks, tips, & techniques for success.
Tuesday Nov 8
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Next Generation Microservices
What will microservices look like in 3 years? What if we could start over?
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Java: Are You Ready for This?
Real world lessons & prepping for JDK9. Reactive code in Java today, Performance/Optimization, Where Unsafe is heading, & JVM compile interface.
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Big Data Meets the Cloud
Overviews and lessons learned from companies that have implemented their Big Data use-cases in the Cloud
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Evolving DevOps
Lessons/stories on optimizing the deployment pipeline
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Software Engineering Softskills
Great engineers do more than code. Learn their secrets and level up.
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Modern CS in the Real World
Applied, practical, & real-world dive into industry adoption of modern CS ideas
Wednesday Nov 9
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Architecting for Failure
Your system will fail. Take control before it takes you with it.
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Stream Processing
Stream Processing, Near-Real Time Processing
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Bare Metal Performance
Native languages, kernel bypass, tooling - make the most of your hardware
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Culture as a Differentiator
The why and how for building successful engineering cultures
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//TODO: Security <-- fix this
Building security from the start. Stories, lessons, and innovations advancing the field of software security.
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UX Reimagined
Bots, virtual reality, voice, and new thought processes around design. The track explores the current art of the possible in UX and lessons from early adoption.
Conference for Professional Software Developers
