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Scale By the Bay 2019
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Scale By the Bay 2019
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Thursday
, November 14
commons
12:10pm •
Lunch
6:30pm •
Happy Hour
data
9:40am •
Enabling real time querying of Data using Apache Druid, Flink and Kafka
10:20am •
How to Eliminate Surprises In Your Data
11:00am •
From datasets to tables in a multitenant data lake
11:40am •
Vectorized Query Processing for CPUs and GPUs using Apache Arrow
1:00pm •
Was He Wright All Along? Software After Moore's Law
1:40pm •
Scaling Financial Automation on TypeBus
2:20pm •
End-to-End ML Pipelines with KubeFlow and TensorFlow Extended (TFX)
3:00pm •
Apache Flink 2.0: Unified Enterprise Data Processing System and Beyond
3:40pm •
Swift for TensorFlow: Machine Learning with No Boundaries
4:20pm •
Hack Weekend: ML models on mobile
5:00pm •
Machine Learning's Missed Opportunity in Visual Data Management
functional
8:45am •
Grand Welcome and Opening Remarks
9:00am •
The Times Are A-Changin'
9:40am •
Functional Electromagnetism
10:20am •
Thank you, next: Iterators
11:00am •
Hacking F# in JS ecosystem
11:40am •
Recursion schemes with Higherkindness
1:00pm •
Solving the Scala Notebook Experience
1:40pm •
A brief introduction to systems programming, with Scala Native
2:20pm •
Quill + Doobie = Better Together
3:00pm •
Speedy Scala Builds at Databricks
3:40pm •
Scoring ONNX ML Models with Scala
4:20pm •
Re-programming the programmer, from Actors to FP
5:00pm •
Metals - building rich IDE features beyond the Language Server Protocol
5:40pm •
Panel: Who Needs Serverless?
reactive
9:40am •
Finding Needles In Big Data Haystacks using Finite State Machine
10:20am •
Run Like a Boss in Cloud: How Istio and Kubernetes are Changing the Microservices Completely
11:00am •
Next-Level Diagnostics for Async & Concurrent Errors with ZIO
11:40am •
Integrating Developer Experiences - Build Server Protocol and beyond
1:00pm •
High Performance Serverless Functions in Scala
1:40pm •
Growing the Scala Community
2:20pm •
Everything old is new: today's infrastructure as yesterday's Internet
3:00pm •
To Spark or Not to Spark
3:40pm •
Serverless Scala - Functions as SuperDuperMicroServices
4:20pm •
Deploy end to end ML pipeline using Apache spark streaming and kubernetes.
5:00pm •
Dagster: a Framework for Data Processing Applications
Friday
, November 15
commons
12:10pm •
Lunch
data
9:40am •
Human-Centric ML Infrastructure at Netflix
10:20am •
machine learning and mobile
11:00am •
Ludwig, a Code-Free Deep Learning Toolbox
11:40am •
Weld: An Optimizing Runtime for High Performance Data Analytics
1:00pm •
Discovering Your Model's Known Unknowns and Unknown Unknowns
1:40pm •
Introduction to geospatial analysis for uninitiated SQL Data Engineer
2:20pm •
Large Scale On-Demand Low-Latency Near Real-Time Predictions
3:00pm •
Lessons Learnt Building Domain Specific NLP Pipelines
3:40pm •
Reliable, High Scale Tensorflow Inference Pipelines at Twitter
4:20pm •
Build Your Own ML Data Feedback Loop
5:00pm •
Next-generation frameworks for Large-scale Machine Learning
functional
9:00am •
Kubernetes is a Platform Platform
9:40am •
Unison, and why the codebase of the future is a purely functional data structure
10:20am •
What is Functional Reactive Programming?
11:00am •
Rsc: Scala Outlining for Distributed Compilation
11:40am •
A Gentle Introduction to Comonads
1:00pm •
Rust and Scala, Sitting in a Tree….
1:40pm •
Runtime Types at Crunchbase
2:20pm •
Taming complex webapps with Scala and React
3:00pm •
In Types We Trust
3:40pm •
Running Amok to Ignite a Documentation Revolution!
4:20pm •
GDPR Data Cleaner: Mutating Immutable Data
5:00pm •
Netty 5: Lessons Learned
5:40pm •
Panel: AI Product
reactive
9:40am •
The Renaissance for Big Data and Parallelism with GraalVM
10:20am •
Change Data Capture in Distributed Systems
11:00am •
Delta Lake: Open Source Reliability and Quality for Data Lakes
11:40am •
8 Keys for Successful Serverless Architectures
1:00pm •
Moonshot Spark: serverless with GraalVM
1:40pm •
Reliable Machine Learning
2:20pm •
Fast and scalable domain-specific knowledge graphs generation
3:00pm •
Integrating React with Scala: delivering incremental value in a legacy Play web application
3:40pm •
Serverless Event-Driven Data Pipeline Platform
4:20pm •
Maximizing Throughput and Scalability for Akka Streams
5:00pm •
Linkerd and the Service Mesh
Timezone
Scale By the Bay 2019
America/Los Angeles
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Scale By the Bay 2019
Nov 13
-
15, 2019
Wednesday
, November 13
Thursday
, November 14
Friday
, November 15
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San Francisco, CA, USA
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sharing meals with old and new friends
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Wednesday
, November 13
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, November 14
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, November 15
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functional
keynote
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reactive
sharing meals with old and new friends
All
breakfast
happy hour
lunch
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commons
data
functional
reactive
