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Scale By the Bay 2017
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Scale By the Bay 2017
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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.
Thursday
, November 16
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
Friday
, November 17
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
Saturday
, November 18
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
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Scale By the Bay 2017
Nov 15
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18, 2017
Wednesday
, November 15
Thursday
, November 16
Friday
, November 17
Saturday
, November 18
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San Francisco, CA, United States
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