[TALK]@Telematika

scalable

Building a robust content recommendation platform for 60 million news readers

December 18, 2019

Matt Chapman leads a walkthrough of the architecture and open source components that serve Tribune Publishing's content recommendation system, powered by online machine learning at scale. Find out how multiple publications, multiple recommendation algorithms, and one scalable architecture regularly achieve double the performance of the legacy solution.

Building a Database as a Service on Kubernetes

December 15, 2019

Stateful, scalable storage on Kubernetes is an unsolved problem. Creating it as a service is even more difficult. The cloud-native ecosystem offers many tools such as the operator-sdk, Prometheus, Gra …

Deep Dive: CNCF CI

December 10, 2019

The CNCF CI status dashboard – cncf.ci – provides a third party validation of builds, deployments and end-to-end testing for CNCFs Graduated and Incubating projects. The newest iteration of the cnc …

Krane: A Developer-Centric Deploy Tool

December 6, 2019

Have you ever shipped changes to a Kubernetes app and found yourself wondering what actually happened? Krane is an open-source command-line tool created to solve this problem: it helps developers, esp …

Liberating Kubernetes From Kube-proxy and Iptables

December 4, 2019

iptables and Netfilter are the two foundational technologies of kube-proxy for implementing a Service abstraction. They carry legacy accumulated over 20 years of development grounded in a more traditi …

OpenFaaS Cloud + Linkerd: A Secure, Multi-Tenant Serverless Platform

December 2, 2019

In this talk, maintainers of the OSS projects OpenFaaS and Linkerd discuss and demonstrate combining the features of each to build a scalable and secure multitenant serverless platform.OpenFaaS is a l …

Flyte: Cloud Native Machine Learning & Data Processing Platform

November 29, 2019

Flyte is the backbone for large-scale Machine Learning and Data Processing (ETL) pipelines at Lyft. It is used across business critical applications ranging from ETA, Pricing, Mapping, Autonomous, etc …

Deploy Secure and Scalable Services Across Kubernetes Clusters with NATS

November 26, 2019

Services and Streams are the cornerstones of any modern distributed architecture. Communications and observability of modern systems have become just as important as the deployment of the components t …

Cloud Native Smart Contract with Knative

November 25, 2019

Smart contract in blockchain carries out business logics by manipulating data in ledger. Hyperledger Fabric, a permissioned blockchain technology, manages lifecycle of smart contracts by building and …

Networking Optimizations for Multi-Node Deep Learning on Kubernetes

November 24, 2019

Training a Neural Network may take days or weeks, even on a top of the line GPU. To reduce training time, distributed computation is often employed to spread the work across multiple GPUs and multiple …

Kubernetes Security and How to Fix K8s Cluster at Scale

November 16, 2019

As a hosting provider, we have the challenge to run and manage multiple Kubernetes clusters for various customers on our infrastructure, similar to e.g. Google or Azure in a secure way. The majority o …

From Snowflake Servers to Snowflake Clusters - The GitOps Journey

November 15, 2019

At MasterCard, we have a unique hard requirement of one dedicated cluster per application due to security and other challenges. In an effort to prevent snowflake clusters, we provided a base set of se …

Ingress V2 and Multicluster Services

November 15, 2019

With app modernization, weve entered a new phase of structuring services. Services have evolved over time to span multiple clusters as well as hybrid deployments that encompass both on-prem and multi …

Intro: Cortex

November 15, 2019

Cortex provides horizontally scalable, highly available, multi-tenant, long term storage for Prometheus metrics, and a horizontally scalable, Prometheus-compatible query API. Cortex allows users to de …

Intro: SPIFFE

November 14, 2019

Modern software development relies on many microservices working together, that in production may be distributed over different middleware systems, container schedulers, PaaS platforms and even differ …

Learn how to Leverage Kubernetes to Support 12 Factor for Enterprise Apps

November 10, 2019

12 Factor is a software methodology for building scalable microservice applications that provides best practices designed to enable applications to be built with portability, resilience, and scalabi …

Keynote: A Journey to a Centralized, Globally Distributed Platform

November 8, 2019

For over a century Cond Nast International has set the benchmark for print and digital publishing. With brands like Vogue, GQ, Wired, Cond Nast Traveller under our umbrella we are operating in more …

Benchmarking Cloud Native Databases Performance on Kubernetes

November 3, 2019

CNCF defines cloud native technologies as, "technologies that empower organizations to build and run scalable applications in modern and dynamic environments. Cloud native technologies enable loosely …

Kubernetes Storage 101

November 1, 2019

Just getting started with Kubernetes? In this introductory talk well cover usage of persistent storage in Kubernetes so you can avoid its steep learning curve and common gotchas. Why does it look so …

Deep Dive: Cortex

October 29, 2019

Grafana Loki: Like Prometheus, but for Logs

October 23, 2019

Loki is a horizontally-scalable, highly-available log aggregation system inspired by Prometheus. It is designed to be cost effective and easy to operate, as it does not index the contents of the logs, …

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 …

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. …

7 Missing Factors for Your Production-Quality 12-Factor Apps

October 13, 2019

We've all heard of and practiced the 12-factor principles for effective microservices. With Kubernetes, many of these factors are directly supported. In this talk, we ask the question: are the 12 fact …

High Available + Scalable Prometheus with Thanos in Alibaba

October 10, 2019

Alibaba Group is using Kubernetes to support the world's largest e-commerce business. With the respect of the availability and scalability, how to provide reliable fine-grained monitoring and alerting …

Inside Knative Serving

October 9, 2019

Knative is a Kubernetes Extension that brings Functions as a Service to your Kubernetes Cluster. Knative provides components to build, serve, and auto-scale your apps. Do you want to know how Knative …

Rook Deployed Scalable NFS Clusters Exporting CephFS

October 5, 2019

Rook was developed as a storage provider for Kubernetes to automatically deploy and attach storage to pods. Significant effort within Rook has been devoted to integrating the open-source storage platf …

Why is Cloud-Native Application Development Still So Hard?

October 5, 2019

Creating reliable, scalable, distributed cloud-native applications is still way too difficult for us mere mortal application developers. Why must we understand and solve complex distributed systems pr …