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Scale By the Bay 2017

Sergei Winitzki

Workday Inc.
Senior Software Engineer
San Francisco, CA

twitter.com/winitzki

Theoretical physicist turned software engineer, passionate for functional programming, functional type theory, and declarative domain-specific languages.

9:50am

Cloud Science Functional Return of the Transaction King Reactive

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

11:40am

Building a High-Performance Database with Scala, Akka, and Spark Data The Design of the Scalaz 8 Effect System Functional

12:00pm

Reasonable Scala Compiler Reactive

12:20pm

Lunch Functional

1:10pm

Avoiding Spark Pitfalls at Scale Data Teaching Scala to the statically challenged 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

6:30pm

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

9:00am

Composable Parallel Processing in Apache Spark and Weld Functional

9:50am

Apache SystemML: State of the Project and Future Plans Data

11:10am

Auto code generation using AI & Scala Macros Functional

11:40am

Fantastic ML apps and how to build them Data Functional Programming with Effects Functional

1:10pm

VEGAS: The missing Matplotlib for Spark Data

2:10pm

Defusing the configuration time bomb with PureConfig and Refined Functional

3:00pm

FS2 Internals: Performance Functional Build a Modern, End-to-End, Fully Open Source, Big Data Scala Reference Application Reactive

4:00pm

Functional Linear Algebra in Scala Functional Building a high-performance Future Reactive

5:00pm

Functional Programming for Machine Learning Functional

6:00pm

Happy Hour Functional

9:50am

Functional Patterns and Gems in Scala Functional Nelson: Rigorous Deployment for a Functional World Reactive

10:40am

Index your State for Safer Functional APIs Functional Building systems on top of Kubernetes Reactive

11:10am

End-to-End Computation on the GPU with a GPU Data Frame Data Playing with Shapeless Functional

11:40am

Declarative concurrent programming with Chymyst Functional

1:10pm

Error Handling Without Throwing Exceptions Functional How to Pick Your Next Streaming Architecture Reactive

1:40pm

Magnolia: Generic Derivation 2.0 Data Fixing the rusty core of the internet with functional programming. Functional

2:10pm

Analyzing Functional Programs Functional

3:00pm

Building a Tagless Final DSL for WebGL in Scala Functional Declare, verify and execute microservices-based process flows with Baker Reactive

4:00pm

Scaling From Research to Production with Skymind DL4J and ScalNet Data The Futures are Calling and I Must Choose Functional Implementing a Lazy Functional Language with Combinatory Logic Reactive

5:00pm

The Fun of Functional Programming Functional