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SK
Srinivas Kumar Mayasula
Yahoo
Software Engineer
Sunnyvale
Wednesday
, November 15
9:00am PST
Workshop (Separate Registration): Building Reliable, Transparent and Performant Cloud Native Applications with gRPC and Istio
Google Launchpad
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
Cloud Science
Functional
Return of the Transaction King
Reactive
10:40am PST
An introduction to Xtract
Data
Scala for the Rest of Us
Functional
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
IoT, Wavelets and Machine Learning in the Smart Home
Reactive
11:40am PST
Building a High-Performance Database with Scala, Akka, and Spark
Data
The Design of the Scalaz 8 Effect System
Functional
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
Teaching Scala to the statically challenged
Functional
Tame Your Data with Akka Streams
Reactive
1:40pm PST
Satellite data monitoring for analytical models
Data
Inventory History as Pure Functions
Functional
2:10pm PST
Featran77 - Generic Feature Transformer for Data Pipelines
Data
The Functor, Applicative, Monad talk
Functional
3:00pm PST
Real Time ML Pipelines in Multi-Tenant Environments
Data
Scala Meta Live Coding Session
Functional
Multi Runtime Serving Pipelines
Reactive
3:20pm PST
Serverless Type Safe Data Pipelines With OpenWhisk
Reactive
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
Does Your Privacy Scale?
Data
Adaptive Scrooge - Adaptive Thrift Decoding
Functional
Serverless Tensorflow 1.0.0 on AWS. Wait what?
Reactive
11:10am PST
Futures: Twitter vs Scala
Data
Auto code generation using AI & Scala Macros
Functional
Fearless Multitenancy with Istio
Reactive
11:40am PST
Fantastic ML apps and how to build them
Data
Functional Programming with Effects
Functional
Immutable AWS Deployments with Packer and Jenkins
Reactive
12:20pm PST
Lunch
Functional
1:10pm PST
VEGAS: The missing Matplotlib for Spark
Data
Scala 2.13
Functional
Real World Serverless
Reactive
1:40pm PST
Lawful AI
Data
Intelligent system optimizations
Reactive
2:10pm PST
A Tale of Two Graph Engines on Spark: GraphFrames and TinkerPop OLAP
Data
Defusing the configuration time bomb with PureConfig and Refined
Functional
A framework for rapid reporting API development
Reactive
2:30pm PST
Druid Lookups for High Cardinality Dimensions
Reactive
3:00pm PST
Continuous Delivery Principles for Machine Learning
Data
FS2 Internals: Performance
Functional
Build a Modern, End-to-End, Fully Open Source, Big Data Scala Reference Application
Reactive
4:00pm PST
Fireworks - lighting up the sky with millions of Sparks
Data
Functional Linear Algebra in Scala
Functional
Building a high-performance Future
Reactive
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
Nelson: Rigorous Deployment for a Functional World
Reactive
10:40am PST
Deep distributed decision trees on Apache Spark
Data
Index your State for Safer Functional APIs
Functional
Building systems on top of Kubernetes
Reactive
11:40am PST
Stream All The Things!
Data
Declarative concurrent programming with Chymyst
Functional
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
Error Handling Without Throwing Exceptions
Functional
How to Pick Your Next Streaming Architecture
Reactive
1:40pm PST
Fixing the rusty core of the internet with functional programming.
Functional
Managing Nation-Wide Traffic Cameras and Sensors
Reactive
2:10pm PST
Complex Machine Learning Pipelines Made Easy
Data
Analyzing Functional Programs
Functional
Live coding server-less, single codebase iOS, Android and Web Apps using ScalaJS, React-Native and GraphQL
Reactive
3:00pm PST
Deep Dive: Continuous Delivery for AI Applications with ECS
Data
Building a Tagless Final DSL for WebGL in Scala
Functional
Declare, verify and execute microservices-based process flows with Baker
Reactive
4:00pm PST
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 PST
The Fun of Functional Programming
Functional
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Scale By the Bay 2017
America/Los Angeles
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