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Scale By the Bay 2018
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Scale By the Bay 2018
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Wednesday
, November 14
Capital One
9:00am •
Advanced Software Engineering with Cliff Click at Capital One, 201 3rd St., San Francisco
Thursday
, November 15
Commons
8:00am •
Breakfast and Welcome
12:20pm •
Lunch
6:00pm •
Happy Hour I
data
9:50am •
Privacy-aware data science in Scala with monads and type level programming
10:40am •
FP for Data Science: For-Loops Considered Harmful
11:10am •
Making Spark ML Models Portable - Know Your Options
11:40am •
Continuous ML Applications in Production
1:10pm •
Monitoring AI with AI
1:40pm •
Video Access-Log Processing with Apache Flink
2:10pm •
Evolution of GoPro's Data Platform
3:00pm •
Down the Wabbit Hole
3:45pm •
Machine Learning on Source Code
4:25pm •
Inside NVIDIA’s AI infrastructure for self-driving cars
functional
8:45am •
Grand Welcome and Opening Remarks
9:00am •
Opening Keynote: New Functional Constructs in Scala 3
9:50am •
ArrayDeques and How to Contribute to Scala 2.13 Collections
10:40am •
Immutable APIs and mutable internals: a Scala design case study
11:10am •
Transpiling GraphQL instead of writing customized server code
11:40am •
From Scala to ByteCode — a view of how Scala is implemented on top the JVM.
1:10pm •
Production Haskell Demystified
1:40pm •
Towards Parallelizing Scala Compilations
2:10pm •
Rage Against the Ecosystem
3:00pm •
Graal: How to use the new JVM JIT compiler in real life
3:45pm •
Your Type System Working For You!
4:25pm •
Channeling the Inner Complexity
5:10pm •
Panel I: Thoughtful Software Engineering
reactive
9:50am •
Reactive Java Programming: a new Asynchronous Database Access API
10:40am •
Monitoring Reactive Streams
11:10am •
The Danger of Implicit Blocking in Finagle
11:40am •
Practical Reactive Streams with Monix
1:10pm •
Creating a Data Fabric for IoT
1:40pm •
Connected Car Ecosystem: An Architectural Overview
2:10pm •
Programming the worldwide elastic supercomputer with Unison
2:30pm •
A Reactive Fraud Monitoring Engine for Instant Payments
3:00pm •
Consensus Algorithms in Distributed Systems
3:45pm •
2 Fast 2 Furious: migrating Medium's architecture without slowing down
4:25pm •
H2O internals
unconference
12:30pm •
Unconference
Friday
, November 16
Commons
8:00am •
Breakfast and Welcome
12:30pm •
Lunch
6:00pm •
Happy Hour II
data
9:50am •
Building a Contacts Graph from activity data
10:40am •
Graph-First Services Using GraphQL
11:10am •
Towards Typesafe Deep Learning in Scala
11:50am •
Enabling Big Data and Machine Learning for the Masses: Creating a Spark Platform for the Uninitiated
1:10pm •
High-performance functional bayesian inference in Scala
2:10pm •
FiloDB: Real-time, In-Memory Time Series at Massive SMACK Scale
3:00pm •
Labels to Inference: A Continuous Sentiment Pipeline
3:30pm •
Scio data processing nirvana at Spotify
3:55pm •
Structured Deep Learning with Probabilistic Neural Programs
4:30pm •
Distributed Deep Learning with Horovod
functional
9:00am •
Keynote II: Kafka and the Rise of Event-Driven Microservices
9:50am •
Declarative distributed concurrency in Scala
10:40am •
Adopting GraalVM
11:10am •
Rust and Other Interesting Things
11:50am •
You Are a Scala Contributor
1:10pm •
Getting started with EitherT
1:40pm •
How Twitter teaches Scala
2:10pm •
Scalaz Stream: Rebirth
3:00pm •
Play on Dotty: Design Patterns unlocked by Dotty in a Play look-alike demo project
3:40pm •
Concurrency with Cats-effect
4:30pm •
Fireside Chat with Richard Socher, Chief Scientist, Salesforce
5:10pm •
Panel II: Data Engineering and AI
reactive
9:50am •
Fast Data pipelines with Akka Streams and Alpakka Kafka Connector
10:40am •
Swimming in the stream: A simple data analytics pipeline with Akka Streams
11:10am •
5 tips to build long-lasting Scala OSS
11:30am •
Using Akka Streams for Web-scale Data Ingestion
12:00pm •
Scaling Bayesian Experimentation
1:10pm •
Optimizing network topologies with monadic execution contexts
1:40pm •
Distinguishing features of production-quality data pipelines
2:10pm •
Nelson: Functional programming in system design
3:00pm •
Scala the Cloud Native Way: Lessons Learned from Two Years of Linkerd in Production
3:30pm •
Orchestrating Microservices with GraphQL
3:55pm •
Data Consistency Patterns in Cloud Native Applications
4:30pm •
Stream Processing at Lyft with Flink and Beam
unconference
10:00am •
Unconference
Saturday
, November 17
Commons
8:00am •
Breakfast and Welcome
12:20pm •
Lunch
data
9:50am •
Introduction to Apache Spark with Frameless
10:40am •
Motivating Probabilistic Programming
11:10am •
Applied Machine Learning: a Netflix production
11:40am •
Hadoop Future in AI World
1:10pm •
Tensorflow and Swift
2:10pm •
Adding Custom Optimizations to Catalyst by Example with the DSE Spark Connector
3:00pm •
MLflow: An open platform to simplify the machine learning lifecycle
3:45pm •
Understanding World food economy with satellite images
4:25pm •
Edge ain't your gramp's IoT: design an implementation of a modern Edge Computing Platform
functional
9:00am •
Keynote III: Mind Your State for Your State of Mind
9:50am •
Effective Scala
10:40am •
Shapeless Party Tricks in the Enterprise
11:10am •
Duality and How to Delete Half (minus ε) of Your Code
11:40am •
Radix Trees: How IntMap Works
1:10pm •
Fork It Harder Make It Better
2:10pm •
Scala.js in production
3:00pm •
FP Scala Meat & Potatoes: HTTP, JSON, & SQL with http4s, Circe, & Doobie
3:45pm •
Effects types in Scala - how to choose one
4:25pm •
Classical Category Theory in Plain Scala
5:10pm •
Panel III: Cloud, Edge, and Silver Lining
reactive
9:50am •
Quantum Computing and You
10:40am •
Structure and Interpretation of Stream Processing
11:40am •
Leveraging Scala to Build Hardware at Scale
1:10pm •
Quantum Computing Modeling in Scala
1:40pm •
Journey of Building a Modern Data Prep Tool on Top of Apache Spark
2:10pm •
Deploying Kafka Streams Applications with Docker and Kubernetes
3:00pm •
Simplicity for Programmable Money
3:45pm •
Street-fighting techniques for multi-tenant machine learning and big data workloads on Kubernetes
4:25pm •
Reactive Microservice framework for Realtime Model Executions
unconference
12:30pm •
Unconference
Timezone
Scale By the Bay 2018
America/Los Angeles
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Scale By the Bay 2018
Nov 14
-
17, 2018
Wednesday
, November 14
Thursday
, November 15
Friday
, November 16
Saturday
, November 17
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San Francisco, CA, USA
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Wednesday
, November 14
Thursday
, November 15
Friday
, November 16
Saturday
, November 17
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Capital One
Commons
data
functional
reactive
unconference
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data
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