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Oleg Trygub
Lyft
Software Engineer
San Francisco Bay Area
Thursday
, November 16
8:00am PST
Breakfast + Great Coffee
Functional
9:00am PST
Disorder & Tolerance in Distributed Systems at Scale
Functional
9:50am PST
Return of the Transaction King
Reactive
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
Bringing Deep Learning into the Big Data Analytics: BigDL on Apache Spark
Reactive
12:20pm PST
Lunch
Functional
1:10pm PST
Avoiding Spark Pitfalls at Scale
Data
2:10pm PST
The Functor, Applicative, Monad talk
Functional
3:00pm PST
Real Time ML Pipelines in Multi-Tenant Environments
Data
4:00pm PST
Introduction to Machine Learning
Data
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
Apache SystemML: State of the Project and Future Plans
Data
Adjunctions in Everyday Life
Functional
10:40am PST
Serverless Tensorflow 1.0.0 on AWS. Wait what?
Reactive
11:10am PST
Fearless Multitenancy with Istio
Reactive
11:40am PST
Fantastic ML apps and how to build them
Data
Immutable AWS Deployments with Packer and Jenkins
Reactive
12:20pm PST
Lunch
Functional
1:10pm PST
Real World Serverless
Reactive
1:40pm PST
Lawful AI
Data
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
Continuous Delivery Principles for Machine Learning
Data
4:00pm PST
Fireworks - lighting up the sky with millions of Sparks
Data
Functional Linear Algebra in Scala
Functional
5:00pm PST
Functional Programming for Machine Learning
Functional
6:00pm PST
Happy Hour
Functional
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
Functional Patterns and Gems in Scala
Functional
10:40am PST
Deep distributed decision trees on Apache Spark
Data
Building systems on top of Kubernetes
Reactive
11:10am PST
End-to-End Computation on the GPU with a GPU Data Frame
Data
Just enough DevOps for data scientists.
Reactive
11:40am PST
Stream All The Things!
Data
Building model testing infrastructure and scaling AI predictions with AWS Lambda
Reactive
12:20pm PST
Lunch
Functional
1:10pm PST
Strato: Twitter’s Virtual Database Powered by Microservices
Data
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
Deep Dive: Continuous Delivery for AI Applications with ECS
Data
Building a Tagless Final DSL for WebGL in Scala
Functional
4:00pm PST
Implementing a Lazy Functional Language with Combinatory Logic
Reactive
5:00pm PST
The Fun of Functional Programming
Functional
Timezone
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
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