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Scale By the Bay 2017

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8:00am PST

Breakfast + Great Coffee Functional

9:00am PST

Disorder & Tolerance in Distributed Systems at Scale Functional

9:50am PST

Turning a Relational RDBMS Table into a Spark Datasource Data Cloud Science Functional Return of the Transaction King Reactive

10:40am PST

An introduction to Xtract Data Scala for the Rest of Us Functional Spark Datasets: why they aren't great and what could be done about it Reactive

11:10am PST

Scala DSL for ML Training Set Stratification Data Type Classes for the Rest of Us Functional IoT, Wavelets and Machine Learning in the Smart Home Reactive

11:40am PST

Bringing Deep Learning into the Big Data Analytics: BigDL on Apache Spark Reactive Building a High-Performance Database with Scala, Akka, and Spark Data The Design of the Scalaz 8 Effect System Functional

12:00pm PST

Reasonable Scala Compiler Reactive Unconference Unconference

12:20pm PST

Lunch Functional

1:10pm PST

Avoiding Spark Pitfalls at Scale Data Teaching Scala to the statically challenged Functional Tame Your Data with Akka Streams Reactive

1:40pm PST

Satellite data monitoring for analytical models Data Inventory History as Pure Functions Functional

2:10pm PST

Featran77 - Generic Feature Transformer for Data Pipelines Data The Functor, Applicative, Monad talk Functional Introduction To Deep Learning Reactive

3:00pm PST

Multi Runtime Serving Pipelines Reactive Real Time ML Pipelines in Multi-Tenant Environments Data Scala Meta Live Coding Session Functional

3:20pm PST

Serverless Type Safe Data Pipelines With OpenWhisk Reactive

4:00pm PST

Introduction to Machine Learning Data How to Elm-ify Your ML Functional Scaling to Billions of Real-time Recommendations Daily Reactive

5:00pm PST

The Legends of Twitter and Beyond: Real-World Architectures at Scale Functional

6:00pm PST

Happy Hour Functional

6:30pm PST

Fireside Chat with Ben Hindman and Ian Downes: Mesos, Then and Now Reactive