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Incident Management at Netflix Velocity
Dave Hahn talks about how Netflix engineering teams think about failure, why they believe chaos is their friend, failure is guaranteed, and why Netflix is better off having both.
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TensorFlow: Pushing the ML Boundaries
Magnus Hyttsten talks about how Google uses Machine Learning to address problems that were not solvable a year ago, looking at models and how they can be built.
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AI & Security: Lessons and Challenges
Dawn Song presents results in the area of secure deep learning and how DL systems could be fooled and what can be done, how AI and DL can enable better security, and how security can enable better AI.
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Microservices & Scaling of Rational Interactions
Mark Burgess talks about the scaling of microservices in computer and human interaction.
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Securing Serverless – by Breaking in
Guy Podjarny breaks into a vulnerable serverless application and exploits multiple weaknesses, helping understand the mistakes that can be made, their implications, and how to avoid them.
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Debugging Microservices Applications w/ Service Mesh, openTracing & Squash
Idit Levine describes and demonstrates common debugging techniques and introduces Squash, a new tool and methodology.
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Focusing on What Matters
Tim Kadlec draws attention to the fact that it’s critically important to broaden our perspective and not lose sight of the fundamentals that make or break the web for people around the globe.
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Modular Java Development in Action
Sander Mak explores the benefits of a modular codebase using Java 9 modules, and issues porting an existing application to modules.
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The Modern Operating System in 2018
Justin Cormack looks at unikernels, LinuxKit, hypervisors, containers, library operating systems,and other recent developments to see status on the route towards agility for the operating system
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How Performance Optimizations Shatter Security Boundaries
Moritz Lipp explains how the Meltdown and Spectre vulnerabilities exploit hardware optimizations to read otherwise inaccessible data processed on the computer.
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Logistics as a Service: Building the Ocado Smart Platform
Paul Sweetman and Alex Harvey discuss how Ocado Technology has built The Ocado Smart Platform, a scalable, AWS-based microservices architecture, combined with GCP analytics and a robotics grid.
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Real-Time Decisions Using ML on the Google Cloud Platform
Przemyslaw Pastuszka and Carlos Garcia present how Big Data is handled in Google Cloud Platform to build an end-to-end machine learning pipeline.
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