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Economics and Best Practices of Running AI/ML Workloads on Kubernetes

Economics and Best Practices of Running AI/ML Workloads on Kubernetes

October 19, 2019

In this session, we will discuss how Kubernetes driven AI/ML building blocks are making AI/ML simple, fast and efficient for data scientists, data engineers, devops engineers and everyday users. We wi …
Network Observability with IPFIX, Prometheus and Elastic Stack

Network Observability with IPFIX, Prometheus and Elastic Stack

October 19, 2019

In traditional networks, protocols such as Netflow or IPFIX are used to export packet flow records from networking devices. In k8s, each node effectively becomes a switch/router of the traffic passing …
Protecting the Data Lake

Protecting the Data Lake

October 19, 2019

In todays world, data is at the core of every business decision made. As data grows, companies have started implementing their own Data Lakes to store and run analytics on the data. Ceph is widely us …
Serverless Operations: From Dev to Production

Serverless Operations: From Dev to Production

October 19, 2019

FaaS functions on Kubernetes are increasingly popular. We often talk about the developer productivity advantages, such as the time to create a useful application from scratch without learning a lot ab …
Building and Maintaining a Client Library - Stories From the Trenches

Building and Maintaining a Client Library - Stories From the Trenches

October 18, 2019

As Kubernetes is a pretty complex system, so is the (REST) API of it. On the first look things feel pretty simple, you authenticate with a token or SSL client certificate and POST few resources to the …
Dealing with the Pesky Path Parameter Problem: Service Profiles

Dealing with the Pesky Path Parameter Problem: Service Profiles

October 18, 2019

For platform owners and developers to truly grok their service behaviors in Kubernetes, they must understand their services in terms of actual request and responses by HTTP path. Unfortunately, a near …
Deep Dive: Autoscaling SIG

Deep Dive: Autoscaling SIG

October 18, 2019

Join members of SIG Autoscaling to learn more details about vertical and cluster autoscalers. In this session we will discuss how they work internally, how to check what they are up to and how to debu …
Democratizing MySQL: From Cloud Managed to Kubernetes Managed

Democratizing MySQL: From Cloud Managed to Kubernetes Managed

October 18, 2019

Platform9, like many startups used public cloud based MySQL service as backend to quickly get started. But as their customer base grew, the public cloud costs became significant. Their goal for this p …
Peribolos: How Kubernetes Uses GitOps to Manage GitHub Communities at Scale

Peribolos: How Kubernetes Uses GitOps to Manage GitHub Communities at Scale

October 18, 2019

With 6 organizations, 150+ repositories, 400+ GitHub teams, and 800+ unique members, the Kubernetes project has a massive GitHub footprint. Scaling this footprint without excessive manual toil or impa …
Scaling and Securing Spark on Kubernetes at Bloomberg

Scaling and Securing Spark on Kubernetes at Bloomberg

October 18, 2019

In the management of its Data Science Platform, Bloomberg has always focused on providing tenants with secure, reliable, and scalable solutions for their machine learning workflows and ETL pipelines. …
What Goes in a Release: Kubernetes 1.14 in Code, Conversations, and Hearts

What Goes in a Release: Kubernetes 1.14 in Code, Conversations, and Hearts

October 18, 2019

During the run of a Kubernetes release, a huge group of people comes together to suggest features, agree on implementation details, develop, integrate and ship the next version of Kubernetes. People f …
Deep Dive: KubeEdge

Deep Dive: KubeEdge

October 17, 2019

IOT/Edge computing has been the buzz word for couple of years now. With the industry evolving, there are a few potential solutions and architectures available. Being one of the reference architecture, …
Istio on Knative Lessons Learned: How Istio is Fit for Serverless Platform

Istio on Knative Lessons Learned: How Istio is Fit for Serverless Platform

October 17, 2019

Serverless is the emerging technology to support microservices. Istio is a popular service mesh platform. How Istio is fit for a serverless platform? It's a question that developers and users of both …
Latest Kubernetes Scalability Improvements

Latest Kubernetes Scalability Improvements

October 17, 2019

As the kubernetes project evolved, it started to increasingly gain adoption by enterprise and large scale users. Kubernetes, with a series of performance and scalability improvements, had come to supp …
Monitoring Service Architecture and Health with BPF

Monitoring Service Architecture and Health with BPF

October 17, 2019

Kubernetes has made it incredibly easy to build distributed applications out of large numbers of microservices. Monitoring, or even accurately tracking, the interaction between each of these services …
Reenforce Kubernetes Image Isolation in Multi-Tenant Service

Reenforce Kubernetes Image Isolation in Multi-Tenant Service

October 17, 2019

Serverless Computing is one of the fast-evolving technologies in Public Cloud nowadays, such as AWS fargate, Azure ACI. However, this introduces various isolation challenges as multiple tenants could …
Secrets Store CSI Driver-Bring Your Own Enterprise Secrets Store to K8s

Secrets Store CSI Driver-Bring Your Own Enterprise Secrets Store to K8s

October 17, 2019

So you are running your applications in Kubernetes, but you already have a solution for managing and storing all your application secrets. How do you tell Kubernetes to use the same source of truth fo …
Deep Dive: API Machinery SIG

Deep Dive: API Machinery SIG

October 16, 2019

This Deep Dives will cover the recent developments of Sig API Machinery. Sig API Machinery covers API registration and discovery, admission control, storage migration, conversion, defaulting, OpenAPI, …
Deep Dive: Scheduling SIG

Deep Dive: Scheduling SIG

October 16, 2019

Kubernetes Scheduler is a critical component of Kubernetes that finds the best nodes for running pods based the configured scheduling requirements. The scheduler provides features to run clusters with …
Delivering TV Everywhere with Cloud Native Solutions

Delivering TV Everywhere with Cloud Native Solutions

October 16, 2019

Traditional TV players are facing huge challenges from the rapid growth of emerging video services such as Netflix, Amazon Prime and YouTube TV. TV service providers must modernize and accelerate the …
Fool-Proof Kubernetes Dashboards for Sleep-Deprived Oncalls

Fool-Proof Kubernetes Dashboards for Sleep-Deprived Oncalls

October 16, 2019

Software running on Kubernetes can fail in various, but surprisingly well-defined ways. In this intermediate-level talk David Kaltschmidt shows how structuring dashboards in a particular way can be a …
GPU Sharing for Machine Learning Workload on Kubernetes

GPU Sharing for Machine Learning Workload on Kubernetes

October 16, 2019

Machine learning is becoming more and more popular in the technology world. The community is beginning to leverage Kubernetes to deploy and manage the machine learning workload. One of the key challe …
How Does Google Release Kubernetes in GKE

How Does Google Release Kubernetes in GKE

October 16, 2019

Working on the GKE, we have been releasing new versions of Kubernetes since before Kubernetes was 1.0. Although closely related to the Kubernetes release, the release of Kubernetes in GKE involves ens …
Intro + Deep Dive: containerd

Intro + Deep Dive: containerd

October 16, 2019

We will show how users can enhance containerd without having to first modify containerds internals. Well also cover building custom snapshotters for special storage needs and integrating with custom …
Intro + Deep Dive: Kubernetes (Docs) SIG

Intro + Deep Dive: Kubernetes (Docs) SIG

October 16, 2019

This session covers Kubernetes (K8s) documentation. We'll do an overview of the docs–how they're organized, and how they're maintained–then contribute to the docs ourselves. During the introduction, …
Microservices for the Masses Integrating a Distributed OS with Kubernetes

Microservices for the Masses Integrating a Distributed OS with Kubernetes

October 16, 2019

We discuss our experiences integrating an open source distributed operating system (Amino) with Kubernetes to make reliable distributed microservices much easier to write. Writing reliable distributed …
Networking the Service Mesh Proxy: Where We Are, Where Were Going

Networking the Service Mesh Proxy: Where We Are, Where Were Going

October 16, 2019

Redirecting application traffic to/from a proxy and lifecycle management of proxy instances are common requirements for service mesh implementations. The traffic and lifecycle problems are, to a large …
Cross-Cluster Calls Made Easy with Istio 1.1

Cross-Cluster Calls Made Easy with Istio 1.1

October 15, 2019

Despite the now-common practice of spinning up multiple clusters across multiple regions, cross-cluster communication between the services running in them is still a huge issue. We rarely bother, or w …