framework

Intro: Operator Framework BoF

Intro: Operator Framework BoF

January 2, 2020

An Operator is a method of packaging, deploying and managing a Kubernetes application. A Kubernetes application is an application that is both deployed on Kubernetes and managed using the Kubernetes A …
Building evolutionary architectures

Building evolutionary architectures

January 1, 2020

Most people assume architectures are hard to change. Evolutionary architecture is an approach to overturning this assumption. Join Mike Mason and Zhamak Dehghani to explore the family of software architectures that support evolutionary change and learn how to build evolvable systems. You'll discover a different way to think about software architecture.
Why Data Scientists Love Kubernetes

Why Data Scientists Love Kubernetes

January 1, 2020

This talk will introduce the workflows and concerns of data scientists and machine learning engineers and demonstrate how to make Kubernetes a powerhouse for intelligent applications. Well show how …
Data visualization with R Shiny

Data visualization with R Shiny

December 31, 2019

Alyssa Columbus walks you through building data visualizations using the R Shiny web framework. You'll learn how to build simple Shiny applications with interactive elements and customized layouts and discover best practices to make these applications suitable for production deployment.
Intro: Rook

Intro: Rook

December 31, 2019

In this talk, we will be introducing the Rook project to attendees of all levels and experience. Rook is an open source cloud-native storage orchestrator for Kubernetes, providing the platform, framew …
Distributed systems for stream processing: Apache Kafka and Spark Streaming

Distributed systems for stream processing: Apache Kafka and Spark Streaming

December 30, 2019

Alena Hall walks you through setting up and building a distributed streaming architecture on Azure using open source frameworks like Apache Kafka and Spark Streaming. You'll use these distributed systems to process data coming from multiple sources in real time and perform machine learning tasks.
Distributed TensorFlow on Hops

Distributed TensorFlow on Hops

December 30, 2019

Fabio Buso offers demonstrations of frameworks for building distributed TensorFlow applications on the Hops platform and walks you through the whole model lifecycle, from debugging and visualizing models on TensorBoard to parallel experimentation and distributed training (with the help of Spark) to model deployment and inferencing using TensorFlow Serving and Kubernetes.
Drive innovation and collaboration through open source projects (sponsored by Huawei)

Drive innovation and collaboration through open source projects (sponsored by Huawei)

December 30, 2019

Open source has been a fundamental strategy for technology collaboration and innovation at Huawei. Ying Xiong explains how Huawei collaborates with industry leaders and innovates together through open source projects like Kubernetes and Kata Container at CNCF and the OpenLab project at OpenStack.
Elixir Phoenix under the hood

Elixir Phoenix under the hood

December 30, 2019

Elixir's Phoenix web framework is powerful and complex. Join Jay Hayes to explore a small slice of the Phoenix framework. Jay walks you through building a simple version of the Elixir Phoenix web app framework in about 80 lines of code to illustrate how some key features of Phoenix are implemented. Along the way, you'll also learn more about Elixir and its metaprogramming roots.
Getting started with Hyperledger Indy

Getting started with Hyperledger Indy

December 30, 2019

Tracy Kuhrt offers an introduction to Hyperledger Indy, a distributed ledger built for decentralized identity. It provides tools, libraries, and reusable components for creating and using independent digital identities rooted on blockchains or other distributed ledgers.
gRPC versus REST: Let the battle begin.

gRPC versus REST: Let the battle begin.

December 30, 2019

Are you developing microservices or just considering splitting your monolith? And what is the right way for your services to communicate with each other? Alex Borysov and Mykyta Protsenko compare gRPC, a modern high-performance RPC framework from Google, and REST, an established architectural pattern, so you can determine the right choice for your project. Let's get ready to rumble!
Hyperledger Caliper: A performance benchmark framework for multiple DLTs (sponsored by Huawei)

Hyperledger Caliper: A performance benchmark framework for multiple DLTs (sponsored by Huawei)

December 29, 2019

Caliper is a benchmark framework that allows users to measure the performance of a blockchain system under test. Victor Hu introduces the concept and architecture of the framework, explains how to integrate it with various blockchain systems, and demonstrates how to use Caliper to define and run a test flow.
Increasing delivery velocity with a service mesh at Indeed

Increasing delivery velocity with a service mesh at Indeed

December 29, 2019

Joshua Shanks discusses how Indeed increases its delivery velocity by using a service mesh for their communication features. With this approach, Indeed product teams no longer need to worry about service discovery, load balancing, or retries, and they get rate limiting and authentication for free. This has led to faster, happier teams.
Live-coding a beautiful, performant mobile app from scratch

Live-coding a beautiful, performant mobile app from scratch

December 28, 2019

Flutter is a new, open source, mobile SDK. Matt Sullivan and Emily Fortuna walk you through live-coding a Flutter app from scratch. You'll learn how to design a UI using Flutter's subsecond hot reload, pull in live data over a network, manage that data using streams, and even access some native code for those tricky platform-specific APIs.
Nezha: A Kubernetes Native Big Data Accelerator For Machine Learning

Nezha: A Kubernetes Native Big Data Accelerator For Machine Learning

December 27, 2019

Large training datasets used by machine learning frameworks, such as Kubeflow, are usually stored in low cost and high capacity S3 or Google Cloud Storage. However, S3s rating limiting and slow data …
Our Journey to Service 5 Million Messaging Connections on Kubernetes

Our Journey to Service 5 Million Messaging Connections on Kubernetes

December 27, 2019

We propose to present a case study on how we built a high-scale messaging service and state store on Kubernetes. The solution supports millions of persistent, concurrent connections; enables tens of t …
Open sourcing quantum: Get ready to help build a new future

Open sourcing quantum: Get ready to help build a new future

December 26, 2019

Jay Gambetta offers an overview of Qiskit, a comprehensive open source quantum computing framework built for creating quantum experiments, programs, and applications. Written in Python and maintained on GitHub, Qiskit is designed to make quantum computing accessible to everyone.
Reactive microservice end to end from RxJava to the wire with gRPC

Reactive microservice end to end from RxJava to the wire with gRPC

December 26, 2019

Are you trying to move beyond REST for your internal services? Ryan Michela offers an overview of binary-based protocol gRPC and explains how its built-in features allow you to build reactive services that can support RxJava and handle back pressure natively over the wire.
Deep Dive: Operator Framework BoF

Deep Dive: Operator Framework BoF

December 25, 2019

An Operator is a method of packaging, deploying and managing a Kubernetes application. A Kubernetes application is an application that is both deployed on Kubernetes and managed using the Kubernetes A …
Intro: Testing SIG

Intro: Testing SIG

December 25, 2019

The Kubernetes test infrastructure schedules and executes all of the tests which validate pull requests and repositories in the Kubernetes ecosystem every day. This presentation will explore how job a …
The CIVIC platform: Collaborative data science in the cybernetic ecosystem

The CIVIC platform: Collaborative data science in the cybernetic ecosystem

December 25, 2019

Catherine Nikolovski, Michael Lange, and Jaron Heard offer an overview of Hack Oregon's CIVIC, a new approach to interactive computing inspired by complex information challenges in the civic space, which packages real-world data into universal standards and provides integration tools and powerful cloud computing to anyone with an internet connection.
Automating Research Workflows at BlackRock

Automating Research Workflows at BlackRock

December 24, 2019

BlackRocks Data Science Platform enables investors and users across the firm to access a wealth of financial data using research models. Event-based workflows play an integral role in data driven mod …
Day 2 with Stateful Applications - Implementing a Data Protection Strategy

Day 2 with Stateful Applications - Implementing a Data Protection Strategy

December 23, 2019

As teams start to onboard mission-critical applications into production, theres a need to address day-2 concerns. Dealing with regulatory requirements, user error, ransomware and cluster upgrades - r …
Demystifying Data-Intensive Systems On Kubernetes - Alena Hall, Microsoft

Demystifying Data-Intensive Systems On Kubernetes - Alena Hall, Microsoft

December 22, 2019

Distributed databases, stateful stream processing workloads, caches, and machine learning frameworks often require persistence for storing data, operation progress, and more. Managing state while runn …
From dandelion to tree: Scaling Slack

From dandelion to tree: Scaling Slack

December 22, 2019

In 2016, Slack faced a problem: the load on its backend servers had increased by 1,000x. Bing Wei explains how rearchitecting the system with lazy loading, a publish/subscribe model, and an edge cache service overcame the problem with zero downtime, improved latency, and led to gains in reliability and availability.
How to monitor your database

How to monitor your database

December 22, 2019

Baron Schwartz demonstrates how to monitor a database by understanding the difference between workload and resource monitoringand the golden signals for each.
Introduction to continuous compliance and remediation

Introduction to continuous compliance and remediation

December 22, 2019

Join Nathen Harvey to learn how to easily integrate automated tests that check for adherence to policy into any stage of your deployment pipeline, using InSpec for compliance and Chef for remediation.
Scrutinizing SPIRE to Sensibly Strengthen SPIFFE Security

Scrutinizing SPIRE to Sensibly Strengthen SPIFFE Security

December 22, 2019

SPIFFE (Secure Production Identity Framework For Everyone) is an open source standard for giving identities to services in dynamic and heterogeneous environments. SPIRE is an implementation of SPIFFE …