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Past Presentations
Create a Fair & transparent AI Pipeline with AI Fairness 360
One of the most critical and controversial topics around artificial intelligence centers around bias. As more apps come to market that rely on artificial intelligence, software developers and data scientists can unwittingly (or perhaps even knowingly) inject their personal biases into these...
Journey of Scaling Enterprise Solutions on Cloud
As many industries are embracing cloud to offer digital solutions for both existing and potential new customers, there is a need for agile, resilient, highly scalable cloud platforms to support these qualities of service. In this session we will share lessons learned from large consumer facing...
Ballerina - Cloud Native Programming Language
Crazy customer demand has caused companies like Google and Amazon to build massively disaggregated architectures in order to scale. Massively disaggregated approaches like microservices, serverless, and APIs are becoming the norm for us all. These disaggregated components are network accessible...
Grading Observability (Note: Not a Product Pitch!)
Nobody denies the importance of observability in modern production software: with microservices adding scale, concurrency, and frequent deploys, it’s getting harder and harder to answer even basic questions about application behavior. The conventional wisdom has been that metrics, logging and...
Enabling ML with Apache Beam and Event Mesh
We'll talk about how you can enable cloud-based ML, fueled by events fired from across your enterprise (IoT, mobile devices, legacy apps, private cloud, public cloud), in real-time. We’ll introduce the concept of an event mesh (think service mesh for asynchronous, event-based interactions). And...
Deterministic Global Database Consistency
Database concepts like linearizability and serializability sound abstract, but they can have real-world consequences. In this talk, we’ll look at consistency in the real world and how flaws can impact your applications. We’ll take a tour of FaunaDB’s globally consistent transaction pipeline...