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Scale By the Bay 2017
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Scale By the Bay 2017
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Andrew Overton
Apple
Data Engineer
San Francisco Bay Area
I'm interested in Scala as it relates to the Data / Big Data world
Thursday
, November 16
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
10:40am PST
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
11:40am PST
Building a High-Performance Database with Scala, Akka, and Spark
Data
12:20pm PST
Lunch
Functional
1:10pm PST
Avoiding Spark Pitfalls at Scale
Data
1:40pm PST
Inventory History as Pure Functions
Functional
2:10pm PST
Featran77 - Generic Feature Transformer for Data Pipelines
Data
3:00pm PST
Scala Meta Live Coding Session
Functional
3:20pm PST
Serverless Type Safe Data Pipelines With OpenWhisk
Reactive
4:00pm PST
How to Elm-ify Your ML
Functional
5:00pm PST
The Legends of Twitter and Beyond: Real-World Architectures at Scale
Functional
6:00pm PST
Happy Hour
Functional
Friday
, November 17
8:00am PST
Breakfast + Great Coffee
Functional
9:00am PST
Composable Parallel Processing in Apache Spark and Weld
Functional
9:50am PST
Adjunctions in Everyday Life
Functional
10:40am PST
Adaptive Scrooge - Adaptive Thrift Decoding
Functional
11:10am PST
Auto code generation using AI & Scala Macros
Functional
11:40am PST
Functional Programming with Effects
Functional
12:20pm PST
Lunch
Functional
1:10pm PST
VEGAS: The missing Matplotlib for Spark
Data
1:40pm PST
Intelligent system optimizations
Reactive
2:10pm PST
A Tale of Two Graph Engines on Spark: GraphFrames and TinkerPop OLAP
Data
2:30pm PST
Druid Lookups for High Cardinality Dimensions
Reactive
3:00pm PST
Build a Modern, End-to-End, Fully Open Source, Big Data Scala Reference Application
Reactive
Saturday
, November 18
8:00am PST
Breakfast + Great Coffee
Functional
9:00am PST
Apache Flink and the Next Wave of Stream Processing Applications
Functional
9:50am PST
Democratizing data with an internal data pipeline platform
Data
10:40am PST
Building systems on top of Kubernetes
Reactive
11:10am PST
End-to-End Computation on the GPU with a GPU Data Frame
Data
11:40am PST
Stream All The Things!
Data
12:20pm PST
Lunch
Functional
1:10pm PST
How to Pick Your Next Streaming Architecture
Reactive
1:40pm PST
Managing Nation-Wide Traffic Cameras and Sensors
Reactive
2:10pm PST
Complex Machine Learning Pipelines Made Easy
Data
3:00pm PST
Building a Tagless Final DSL for WebGL in Scala
Functional
4:00pm PST
The Futures are Calling and I Must Choose
Functional
5:00pm PST
The Fun of Functional Programming
Functional
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Scale By the Bay 2017
America/Los Angeles
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Scale By the Bay 2017
Nov 15
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18, 2017
Wednesday
, November 15
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, November 16
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, November 17
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, November 18
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