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Scale By the Bay 2018
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Scale By the Bay 2018
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fireside chat
functional
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panel
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Popular
R
Royce
Hyperconnect
Data Engineer
Seoul, Korea
Thursday
, November 15
8:00am PST
Breakfast and Welcome
Commons
8:45am PST
Grand Welcome and Opening Remarks
functional
9:00am PST
Opening Keynote: New Functional Constructs in Scala 3
functional
9:50am PST
Privacy-aware data science in Scala with monads and type level programming
data
10:40am PST
FP for Data Science: For-Loops Considered Harmful
data
11:10am PST
Making Spark ML Models Portable - Know Your Options
data
11:40am PST
From Scala to ByteCode — a view of how Scala is implemented on top the JVM.
functional
12:20pm PST
Lunch
Commons
12:30pm PST
Unconference
unconference
1:10pm PST
Monitoring AI with AI
data
1:40pm PST
Connected Car Ecosystem: An Architectural Overview
reactive
2:10pm PST
Evolution of GoPro's Data Platform
data
2:30pm PST
A Reactive Fraud Monitoring Engine for Instant Payments
reactive
3:00pm PST
Graal: How to use the new JVM JIT compiler in real life
functional
3:45pm PST
Machine Learning on Source Code
data
4:25pm PST
Inside NVIDIA’s AI infrastructure for self-driving cars
data
5:10pm PST
Panel I: Thoughtful Software Engineering
functional
6:00pm PST
Happy Hour I
Commons
Friday
, November 16
8:00am PST
Breakfast and Welcome
Commons
9:00am PST
Keynote II: Kafka and the Rise of Event-Driven Microservices
functional
9:50am PST
Building a Contacts Graph from activity data
data
10:40am PST
Graph-First Services Using GraphQL
data
11:10am PST
Towards Typesafe Deep Learning in Scala
data
11:30am PST
Using Akka Streams for Web-scale Data Ingestion
reactive
11:50am PST
Enabling Big Data and Machine Learning for the Masses: Creating a Spark Platform for the Uninitiated
data
12:00pm PST
Scaling Bayesian Experimentation
reactive
12:30pm PST
Lunch
Commons
1:10pm PST
High-performance functional bayesian inference in Scala
data
1:40pm PST
Distinguishing features of production-quality data pipelines
reactive
2:10pm PST
FiloDB: Real-time, In-Memory Time Series at Massive SMACK Scale
data
3:00pm PST
Labels to Inference: A Continuous Sentiment Pipeline
data
3:30pm PST
Scio data processing nirvana at Spotify
data
3:40pm PST
Concurrency with Cats-effect
functional
3:55pm PST
Structured Deep Learning with Probabilistic Neural Programs
data
4:30pm PST
Stream Processing at Lyft with Flink and Beam
reactive
5:10pm PST
Panel II: Data Engineering and AI
functional
6:00pm PST
Happy Hour II
Commons
Saturday
, November 17
8:00am PST
Breakfast and Welcome
Commons
9:00am PST
Keynote III: Mind Your State for Your State of Mind
functional
9:50am PST
Effective Scala
functional
10:40am PST
Structure and Interpretation of Stream Processing
reactive
11:10am PST
Applied Machine Learning: a Netflix production
data
11:40am PST
Hadoop Future in AI World
data
12:20pm PST
Lunch
Commons
1:10pm PST
Tensorflow and Swift
data
1:40pm PST
Journey of Building a Modern Data Prep Tool on Top of Apache Spark
reactive
2:10pm PST
Deploying Kafka Streams Applications with Docker and Kubernetes
reactive
3:00pm PST
MLflow: An open platform to simplify the machine learning lifecycle
data
3:45pm PST
Effects types in Scala - how to choose one
functional
4:25pm PST
Classical Category Theory in Plain Scala
functional
5:10pm PST
Panel III: Cloud, Edge, and Silver Lining
functional
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
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, November 15
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, November 16
Saturday
, November 17
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San Francisco, CA, USA
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Commons
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Ricardo Aravena
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JP
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DO
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