Scale By the Bay 2017 has ended

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Scale By the Bay 2017

Andrew Overton

Apple
Data Engineer
San Francisco Bay Area

I'm interested in Scala as it relates to the Data / Big Data world

8:00am

Breakfast + Great Coffee Functional

9:00am

Disorder & Tolerance in Distributed Systems at Scale Functional

9:50am

Turning a Relational RDBMS Table into a Spark Datasource Data

10:40am

Spark Datasets: why they aren't great and what could be done about it Reactive

11:10am

Scala DSL for ML Training Set Stratification Data Type Classes for the Rest of Us Functional

11:40am

Building a High-Performance Database with Scala, Akka, and Spark Data

12:20pm

Lunch Functional

1:10pm

Avoiding Spark Pitfalls at Scale Data

1:40pm

Inventory History as Pure Functions Functional

2:10pm

Featran77 - Generic Feature Transformer for Data Pipelines Data

3:00pm

Scala Meta Live Coding Session Functional

3:20pm

Serverless Type Safe Data Pipelines With OpenWhisk Reactive

4:00pm

How to Elm-ify Your ML Functional

5:00pm

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

6:00pm

Happy Hour Functional

8:00am

Breakfast + Great Coffee Functional

9:00am

Composable Parallel Processing in Apache Spark and Weld Functional

9:50am

Adjunctions in Everyday Life Functional

10:40am

Adaptive Scrooge - Adaptive Thrift Decoding Functional

11:10am

Auto code generation using AI & Scala Macros Functional

11:40am

Functional Programming with Effects Functional

12:20pm

Lunch Functional

1:10pm

VEGAS: The missing Matplotlib for Spark Data

1:40pm

Intelligent system optimizations Reactive

2:10pm

A Tale of Two Graph Engines on Spark: GraphFrames and TinkerPop OLAP Data

2:30pm

Druid Lookups for High Cardinality Dimensions Reactive

3:00pm

Build a Modern, End-to-End, Fully Open Source, Big Data Scala Reference Application Reactive

8:00am

Breakfast + Great Coffee Functional

9:00am

Apache Flink and the Next Wave of Stream Processing Applications Functional

9:50am

Democratizing data with an internal data pipeline platform Data

10:40am

Building systems on top of Kubernetes Reactive

11:10am

End-to-End Computation on the GPU with a GPU Data Frame Data

11:40am

Stream All The Things! Data

12:20pm

Lunch Functional

1:10pm

How to Pick Your Next Streaming Architecture Reactive

1:40pm

Managing Nation-Wide Traffic Cameras and Sensors Reactive

2:10pm

Complex Machine Learning Pipelines Made Easy Data

3:00pm

Building a Tagless Final DSL for WebGL in Scala Functional

4:00pm

The Futures are Calling and I Must Choose Functional

5:00pm

The Fun of Functional Programming Functional