#13 DoK community: Distributed Workloads on Kubernetes Operators to the Rescue // Sebastien Guilloux

Data on Kubernetes Community

Player FM - Internet Radio Done Right

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הוסף לפני four שנים

תוכן מסופק על ידי Data on Kubernetes Community. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Data on Kubernetes Community או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

All About Change

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Eli Beer & United Hatzalah: Saving Lives in 90 seconds or Less 30:20

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הפעל מאוחר יותר

רשימות

לייק

אהבתי

30:20

Eli Beer is a pioneer, social entrepreneur, President and Founder of United Hatzalah of Israel. In thirty years, the organization has grown to more than 6,500 volunteers who unite together to provide immediate, life-saving care to anyone in need - regardless of race or religion. This community EMS force network treats over 730,000 incidents per year, in Israel, as they wait for ambulances and medical attention. Eli’s vision is to bring this life-saving model across the world. In 2015, Beer expanded internationally with the establishment of branches in South America and other countries, including “United Rescue” in Jersey City, USA, where the response time was reduced to just two minutes and thirty-five seconds. Episode Chapters (0:00) intro (1:04) Hatzalah’s reputation for speed (4:48) Hatzalah’s volunteer EMTs and ambucycles (5:50) Entrepreneurism at Hatzalah (8:09) Chutzpah (14:15) Hatzalah’s recruitment (18:31) Volunteers from all walks of life (22:51) Having COVID changed Eli’s perspective (26:00) operating around the world amid antisemitism (28:06) goodbye For video episodes, watch on www.youtube.com/@therudermanfamilyfoundation Stay in touch: X: @JayRuderman | @RudermanFdn LinkedIn: Jay Ruderman | Ruderman Family Foundation Instagram: All About Change Podcast | Ruderman Family Foundation To learn more about the podcast, visit https://allaboutchangepodcast.com/ Looking for more insights into the world of activism? Be sure to check out Jay’s brand new book, Find Your Fight , in which Jay teaches the next generation of activists and advocates how to step up and bring about lasting change. You can find Find Your Fight wherever you buy your books, and you can learn more about it at www.jayruderman.com .…

לפני 5 שנים 58:26

MP3•בית הפרקים

For our 13th installation of the data on k8s meetup, we will be talking with Senior Software Engineer Sebastien Guilloux from Elastic about Distributed workloads on k8s and how operators play a part in that!

// Abstract:
How easily can you run distributed workloads on Kubernetes? The initial deployment of your 10-nodes database might be easy to setup, but day-2 operations (changing the configuration, adding and removing nodes, version upgrades, etc.) are much more complicated.

We'll discuss how operators can help you manage distributed workloads, and a few operator tricks we learned while working on ECK (Elastic Cloud on Kubernetes) - an operator for the Elastic stack.

// Sebastien Guilloux Bio:

Sebastien Guilloux is a senior software engineer at Elastic. He has spent most of his career working with distributed systems, building resilient applications, and orchestrating Apache Kafka and Elasticsearch nodes around the world. He currently works on writing a Kubernetes operator for the Elastic Stack, Elastic Cloud on Kubernetes (ECK).

@_sebgl on twitter

// Final thoughts
This was a damn good chat and Sebastian was sooo easy to talk to and shared so much knowledge with us! thanks to all that joined and watched!

▬▬▬▬▬▬ Connect with us 👋 ▬▬▬▬▬▬

Join our slack:

https://go.dok.community/slack

// Register here:

https://go.dok.community/register

Connect with Demetrios on LinkedIn:

https://www.linkedin.com/in/dpbrinkm/

Connect with Seb on Linkedin:

https://www.linkedin.com/in/s%C3%A9bastien-guilloux-b6617359/

Connect with Bart on LinkedIn:

https://www.linkedin.com/in/bart-farrell/

▬▬▬▬▬▬ Supporters of the DoKc ▬▬▬▬▬▬

This meetup is sponsored by MayaData, which helped start the DOK.community and remains an active supporter. MayaData sponsors two Cloud Native Computing Foundation (CNCF) projects, OpenEBS (http://www.openEBS.io) - the leading open-source container attached storage solution - and Litmus (https://litmuschaos.io/) - the leading Kubernetes native chaos engineering project, which was recently donated to the CNCF as a Sandbox project. As of August 2020, MayaData is the fifth-largest contributor to CNCF projects. Well-known users of MayaData software include the CNCF itself, Bloomberg, Comcast, Arista, Orange, Intuit, and others. Check out more info at https://mayadata.io/

243 פרקים

#Tech #Demetrios

#13 DoK community: Distributed Workloads on Kubernetes Operators to the Rescue // Sebastien Guilloux

Data on Kubernetes Community

27 subscribers

published לפני 5 שנים

שתפו

MP3•בית הפרקים

We'll discuss how operators can help you manage distributed workloads, and a few operator tricks we learned while working on ECK (Elastic Cloud on Kubernetes) - an operator for the Elastic stack.

// Sebastien Guilloux Bio:

@_sebgl on twitter

// Final thoughts
This was a damn good chat and Sebastian was sooo easy to talk to and shared so much knowledge with us! thanks to all that joined and watched!

▬▬▬▬▬▬ Connect with us 👋 ▬▬▬▬▬▬

Join our slack:

https://go.dok.community/slack

// Register here:

https://go.dok.community/register

Connect with Demetrios on LinkedIn:

https://www.linkedin.com/in/dpbrinkm/

Connect with Seb on Linkedin:

https://www.linkedin.com/in/s%C3%A9bastien-guilloux-b6617359/

Connect with Bart on LinkedIn:

https://www.linkedin.com/in/bart-farrell/

▬▬▬▬▬▬ Supporters of the DoKc ▬▬▬▬▬▬

243 פרקים

#Tech #Demetrios

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לפני 3 years13:48

13:48

From the DoK Day North America 2022 ( https://youtu.be/YWTa-DiVljY ) Abstract We at OpsVerse provide a DevOps tools platform with fully-managed open source-based tools. One of our key offerings is a holistic observability platform. Metrics and logs are straightforward to aggregate, however traces – which are collected using CNCF Jaeger – were left with some holes in advanced insights. In this talk, I will explain why we decided to switch our Jaeger storage backend to ClickHouse, and why we decided to run it on Kubernetes. I will also share tips and tricks to migrate and run ClickHouse on Kubernetes.…

Data on Kubernetes Community

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Building a Digital Factory for the Sheet Metal Industry // Elie Assi (From the DoK Day North America 2022) 20:48

לפני 3 years20:48

20:48

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) Abstract We develop systems to digitize the sheet metal industry with the belief that they should cooperate with each other in an open way. We are convinced that the future lies in creating a software ecosystem that interconnects all levels of the company and even manages to communicate with supplier and customer systems, making for more agile management throughout the entire value chain. One of our newer projects is providing a multi-tenant cloud service to our clients. The chosen database for the service we are developing is MongoDB. After testing with docker containers on virtual machines, we decided to finally host the service in Kubernetes because we wanted something to be able to scale at large for our clients being a service that will be consumed by a multitude of our clients, so to the database in order to reduce latency.…

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How we built our Big Data Stack (almost) entirely on top of Kubernetes // Neylson Crepalde (From DoK Day NA 2022) 16:00

לפני 3 years16:00

16:00

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) Abstract Working with Terabytes of data is a major challenge for organizations both in terms of architecture and cost. In recent years, a new paradigm has emerged in the world of Big Data, that is, implementing the entire architecture for processing massive data from a microservices approach. This architecture proved to be scalable, efficient, with excellent performance, failsafe, portable between different cloud providers and at a lower cost than conventional architectures. In this talk, I will present how my team managed to implement this architecture based on Kubernetes and what were the main gains we had with the innovation.…

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1
Dok Talks #153 - CRD Panel // Eyar Zilberman & Álvaro Hernández 58:05

לפני 3 years58:05

58:05

https://go.dok.community/slack https://dok.community We are going to speak about CRDs, and discuss considering them as higher level entities that we normally consider them. CRDs normally are kind of a byproduct of an operator. But in reality, they can be considered as the user-facing API of the operator surface. And as such, we would like to introduce conversations about even standardizing some of them, or creating "specifications" out of some CRDs. Take this for example: there are some CRDs that could be, potentially, common across multiple operators. Think of a CRD to represent an S3 (or any other storage object) bucket. For operators that store data in object stores, each and every one of them are creating their own versions. But shouldn't we have some "standardized" `ObjectStorage` CRD, without a controller, that all could use? We'll be joined by John Sanda of DataStax who works on the K8ssandra project, Alvaro Hernandez who is the CEO of Ongres and Postgres superhero, and Eyar Zilberman Co-Founder and Chief Product Officer at Datree.…

Data on Kubernetes Community

1
Dok #152-Running PostgreSQL in Kubernetes:from day 0 to day 2 with CloudNativePG // Gabriele Bartolini 1:03:50

לפני 3 years1:03:50

1:03:50

https://go.dok.community/slack https://dok.community With: Gabriele Bartolini - Vice President/CTO of Cloud Native and Kubernetes, EDB Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK Imagine this: you have a virtual infrastructure based on Kubernetes, made up of virtual data centers, possibly spread across multiple Kubernetes clusters and regions. Your infrastructure could even be hosted on premises or on different cloud service providers. Infrastructure as Code is a requirement. You’ve been tasked to run Postgres databases, alongside your applications. The good news is that you can leverage a fully open source stack with Kubernetes, PostgreSQL and the CloudNativePG operator, and deploy your Postgres database in the same way you deploy applications. Join me in this webinar to discover the key role that you have to make this succeed, starting from day 0 through day 2 operations. I’ll share some examples and best practices for running Postgres databases in Kubernetes, before peeking at the new features we are developing for the months to come. BIO A long time open source programmer and entrepreneur, Gabriele has a degree in Statistics from the University of Florence. After having consistently contributed to the growth of 2ndQuadrant and its members through nurturing a lean and devops culture, he is now leading the Cloud Native initiative at EDB. Gabriele lives in Prato, a small but vibrant city located in the northern part of Tuscany, Italy - known for having hosted the first European PostgreSQL conferences. His second home is Melbourne, Australia, where he studied at Monash University and worked in the ICT sector. He loves playing the Blues with his Fender Stratocaster, but his major passions are called Elisabeth and Charlotte!…

Data on Kubernetes Community

1
Dok Talks #148 - Cost and Kubernetes // Chris Love 45:25

לפני 3 years45:25

45:25

https://go.dok.community/slack https://dok.community With: Chris Love - Managing Partner, LionKube Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK Using Kubernetes to run data workloads costs less than running the same workloads on separate servers. But how do we save at least twenty to thirty percent more? We need the data and a cost-savings culture. We will explore a project called Open Cost: cost monitoring for cloud-native environments. Secondly, we will explore why company culture is more important than cost savings tools. BIO Chris Love is a Google Cloud Certified hybrid Multi-cloud Fellow and a Co-founder of Lionkube. Chris co-authored the book Core Kubernetes. He has over 25 years of software and IT engineering experience with companies including Google, Oracle, VMWare, Cisco, Johnson & Johnson, and others. As a thought leader within Kubernetes and the DevOps community, Chris Love has contributed to many open source projects, including Kubernetes, kops (former AWS SIG lead), Bazel (contributed to Kubernetes rules), and Terraform (an early contributor to the VMware plugin). His professional interests include Kubernetes, IT culture transformation, containerization technologies, automated testing frameworks and practices, and DevOps. Love also enjoys speaking around the world about DevOps, Kubernetes, and Technology and mentoring people in the IT and Software industry. Outside of work Love enjoys skiing, volleyball, yoga, and other outdoor activities that come with living in Colorado. He’s also been a practicing martial artist for over 20 years. If you’re interested in having virtual coffee or have questions for Chris, you can contact him at @chrislovecnm on Twitter or LinkedIn. KEY TAKE-AWAYS Two things will save us money running a stateful workload hosted in Kubernetes; data and company culture.…

Data on Kubernetes Community

1
Dok Talks #151 - Analytics with Apache Superset and ClickHouse // Vijay Anand Ramakrishnan 33:00

לפני 3 years33:00

33:00

https://go.dok.community/slack https://dok.community With: Vijay Anand Ramakrishnan - Database Administrator, ChistaDATA Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK This talk concerns performing analytical tasks with Apache Superset with ClickHouse as the data backend. ClickHouse is a super fast database for analytical tasks, and Apache Superset is an Apache Software foundation project meant for data visualization and exploration. Performing analytical tasks using this combo is super fast since both the software are designed to be scalable and capable of handling data of petabyte scale. BIO Vijay Anand is based out of Chennai (India), working as a Database Administrator in ChistaDATA. He has extensive experience in ClickHouse, Python and has contributed as a technical lead in multiple organizations building ClickHouse based solutions. His areas of interest include database design, building software solutions using open source technologies. He is the author of a book on ClickHouse titled "Up and Running with ClickHouse". KEY TAKE-AWAYS Real time analytics, Data exploration and Visualization…

Data on Kubernetes Community

1
Dok Talks #150 - Building a Simple Postgres Async Streaming Cluster // Julian Fischer 1:04:45

לפני 3 years1:04:45

1:04:45

https://go.dok.community/slack https://dok.community With: Julian Fischer - CEO, anynines GmbH Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK In this talk you will learn how to build the a Postgres service with Kubernetes. See how asynchronous replication is set up using a Kubernetes resources including, a headless Service, StatefulSet, ConfigMap and Secret. BIO Julian Fischer, CEO of anynines, has dedicated his career to the improvement and automation of software operations. In more than fifteen years,he has built several application platforms with various automation tools. His latest passions are data service automation, Cloud Foundry, BOSH and Kubernetes. KEY TAKE-AWAYS At the end of the talk you will know the Kubernetes resources a controller had to manage as input to building an actual Operator.…

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DoK Talks #149 - Overcoming challenges with protecting and migrating data in multi-cloud K8s environments // Sebastian Glab & Martin Phan 47:40

לפני 3 years47:40

47:40

https://go.dok.community/slack https://dok.community/ With: Sebastian Glab - Cloud Architect, CloudCasa by Catalogic Martin Phan - Field CTO – Americas, CloudCasa by Catalogic Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK If you are running or planning a multi-cloud or even a multi-cluster environment, there are several considerations in implementing a data protection solution – especially if you plan on an organic home-grown, do-it-yourself option. This talk will highlight challenges and best practices around centralized management of configuration, credentials, compliance across multiple accounts, regions, providers etc. We will also highlight the deviations in CSI driver implementations of various storage vendors and cloud providers. Finally, we will cover the various recovery options available in the market today. Kubernetes cloud services are popular since they mitigate, but do not eliminate, the difficulties of operating a Kubernetes environment. This is especially true for protecting the stateful configuration and data of your Kubernetes applications, where the inherent high-availability and infrastructure as code are not a substitute for have cloud-native backup and disaster recovery capabilities. Further, many companies now have multi-cloud strategies for their cloud-native applications. These challenges can be addressed with backup applications that are both Kubernetes managed service and multi-cloud aware in order to snapshot, copy, restore, and migrate Kubernetes workloads (resources and data) running on AKS, EKS and GKE. Capturing information from cloud accounts and how the cluster and storage resources are configured allows 1) centralized visibility into all cloud accounts and the clusters and resources in the accounts including for compliance; 2) cross-account, cross-cluster, and cross-region data restores; 3) automation of the cluster and data restores including for Dev, Test, and Production recovery use cases. BIO Sebastian Glab is a Cloud Architect for CloudCasa and he resides in Poland. He is responsible for integrating the different cloud providers with the CloudCasa service, and making sure that all clusters in the cloud service get discovered and protected. In his free time, he plays volleyball and develops his own projects. Martin Phan is the Field CTO in North America for CloudCasa by Catalogic Software. With over 20+ years of experience in the software-industry, he takes pride in supporting, developing, implementing, and selling enterprise software and data protection solutions to help customer solve their backup and recovery challenges. KEY TAKE-AWAYS FROM THE TALK 1) Challenges and best practices around centralized management of configuration, credentials, compliance across multiple accounts, regions, providers etc. 2) Advantages of cloud awareness and Kubernetes managed service awareness for application and data recovery and security 3) Examples of overcoming Container Storage Interface (CSI) deviations 4) Various recovery options available in the market today.…

Data on Kubernetes Community

1
DoK Talks #147 - Evaluating Cloud Native Storage Vendors // Dinesh Majrekar 1:00:03

לפני 3 years1:00:03

1:00:03

https://go.dok.community/slack https://dok.community/ With: Dinesh Majrekar - CTO, Civo Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK In a continuation of a talk given at DoK day at KubeCon EU 2022, join Dinesh Majrekar, Civo's CTO as they walk through their evaluation process of the CNCF Storage market. Civo offers managed Kubernetes clusters powered by K3s to customers around the world. We manage thousands of Virtual Machines and stateful customer data within multiple data centres across several continents. In late 2021, Civo had the opportunity to evaluate the CNCF storage landscape to move to a new technology stack. During the migration project, Civo evaluated Mayastor, Ondat, Ceph and Longhorn against the following metrics: Scalability Performance Ease of Support Attendants will see practical examples on how they could carry out their own similar evaluation and see some of the results of the Civo research project. BIO Dinesh is CTO at Civo. Having worked in the hosting industry for many years, Dinesh has a passion for creating solutions that operate at scale. This not only applies to the technology stack, but for nurturing engineers through their career.…

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Dok Talks #146 - OpenFeature - Making feature flags a commodity // Oleg Nenashev 1:01:30

לפני 3 years1:01:30

1:01:30

https://go.dok.community/slack https://dok.community/ With: Oleg Nenashev - Community Builder and Developer Advocate, Dynatrace Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK With the evolution of software delivery methods, feature flags became one of the ways to deliver features and get user feedback. Modern applications may have hundreds of feature flags describing customizations, preview features and environment specifics. Feature flags are not just a single toggle anymore, their values are often determined at runtime depending on the instance, user context and inputs from the control plane. In this session we will talk about OpenFeature - a new collaboration by many feature flag vendors and end users. OpenFeature, a CNCF sandbox project, is an open standard for feature flag management, created to support a robust feature flag ecosystem using cloud native technologies and to basically make feature flags a commodity. OpenFeature provides a unified API and SDKs, and a developer-first, cloud-native implementation, with extensibility for open source and commercial offerings. BIO Oleg works on open source programs and Keptn community at the Dynatrace Open Source Program Office. He is a TOC chair and community ambassador in the Continuous Delivery Foundation. Oleg is a core maintainer and board member in Jenkins where he writes code, mentors contributors, and organizes community events and Google Summer of Code in the project. Open source software and open hardware advocate. Oleg has a PhD degree in hardware design and volunteers in the Free and Open Source Silicon Foundation. KEY TAKE-AWAYS FROM THE TALK Feature flags at scale 101. Feature flags are an important topic for stateful apps in K8s, and for progressive delivery and other modern approaches. OpenFeature is like OTel but for feature flags. You can try it now, here is a live demo to follow.…

Data on Kubernetes Community

1
DoK Talks #145 - Making Hard Things Easy is Hard // Kurt Rinehart 57:40

לפני 3 years57:40

57:40

https://go.dok.community/slack https://dok.community/ https://youtu.be/6eSWOUzCb4w With: Kurt Rinehart - Director of Information Engineering, Section Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK Making complicated things simple is a prime objective of technology. In addition to technical challenges there is an interfacing challenge. At Section we're automating all dimensions of hosting containerized workloads and solving the "location challenge" is one aspect of this. Making it simple to get the locations you want evokes many trade-offs and can collide with past habits that may no longer be suitable. BIO Dr. Kurt Rinehart is the Director of Information Engineering at Section. Kurt holds a PhD in Natural Resource Management, specialising in applying quantitative decision analysis to complex conservation problems. After working as a quantitative consultant, Kurt found and fell in love with startup life and Section. His current responsibilities include designing, developing, and managing autonomic computing systems and providing analytics and data science support across every facet of Section. Kurt is married with 2 kids and a dog, and plays guitar for The Intolerables (theintolerables.com). KEY TAKE-AWAYS FROM THE TALK - Good agile practice and feedback loops is critical. - "Trust but verify" is a good philosophy to keep in mind. - When developers are your users, there are extra challenges in finding the happy balance.…

Data on Kubernetes Community

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DoK Talks #144 - We will Dok You! - The journey to adopt stateful workloads on k8s // Guy Menahem 1:06:30

לפני 3 years1:06:30

1:06:30

https://go.dok.community/slack https://dok.community/ https://youtu.be/AjvwG53yLMY With: Guy Menahem - Solution Architect, Komodor Bart Farrell - Head of Community, Data on Kubernetes Community ABSTRACT OF THE TALK Stateful workloads are the heart of any application, yet they remain confusing and complicated even to daily K8s practitioners. That’s why many organizations shy away from migrating their data - their prized possession - to the unfamiliar stateful realm of Kubernetes. After meeting with many organizations in the adoption phase, I discovered what works best, what to avoid, and how critical it is to gain confidence and the right knowledge in order to successfully adopt stateful workloads. In this talk I will demonstrate how to optimally adopt Kubernetes and stateful workloads in a few steps, based on what I’ve learned from observing dozens of different adoption journeys. If you are taking your first steps in data on K8s or contemplating where to start - this talk is for you! BIO - A Developer turned Solution Architect. - Working at Komodor, a startup building the first K8s-native troubleshooting platform. - Love everything in infrastructure: storage, networks & security - from 70’s era mainframes to cloud-native. - All about “plan well, sleep well”. KEY TAKE-AWAYS FROM THE TALK - Understand how critical stateful workloads are for any system, and that the key challenges to migrating it to Kubernetes are knowledge and confidence. - How to build the foundational knowledge required to overcome adoption challenges by creating a learning path for individuals and teams. - How to gain confidence to run stateful workloads on Kubernetes with support from the community (and yourself!)…

Data on Kubernetes Community

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DoK Talks #142 - Kubernetes Cluster Upgrade Strategies and Data: Best Practices for your Stateful Workload // Peter Schuurman 58:45

לפני 3 years58:45

58:45

https://go.dok.community/slack https://dok.community/ ABSTRACT OF THE TALK How do you make sure your Stateful Workloads remain available when your Kubernetes infrastructure updates? This talk will discuss different strategies of upgrading a Kubernetes cluster, and how you can manage risk for your workload. The talk will showcase demos of each upgrade strategy. BIO Peter is a Senior Software Engineer on GKE at Google. He works on improving Kubernetes for Stateful workloads. His main focus is on enhancing the Kubernetes ecosystem for high availability applications. KEY TAKE-AWAYS FROM THE TALK The mechanics of different upgrade strategies, when to apply a particular upgrade strategy depending on your Stateful workload and how to mitigate risk to your application’s availability.…

Data on Kubernetes Community

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DoK Talks #144 - Mastering MongoDB on Kubernetes, the power of operators // Arek Borucki 1:00:50

לפני 3 years1:00:50

1:00:50

https://go.dok.community/slack https://dok.community/ ABSTRACT OF THE TALK During my first talk for DoK community I want to walk you through the world of NoSQL database MongoDB and Kubernetes Operators - Community Edition, Enterprise Edition (MongoDB and Ops Manager on K8s), and Atlas operator, highlight the most important capabilities, talk about use cases and challenges, the theory will be mixed with a live demos! BIO I'm a SRE / NoSQL / DevOps professional. I hold CKA, CKAD, CKS, also I’m MongoDB Certified DBA and MongoDB Champion. I have experience with multiple cloud providers, Kubernetes, different types of K8s operators (Strimzi, RabbitMQ Cluster Operator), but especially MongoDB K8s Operator. I also work with KEDA. Since 2017, I have been a speaker at MongoDB conferences all around the world (USA, China, Europe). KEY TAKE-AWAYS FROM THE TALK I would like to share the best practices of running NoSQL database - MongoDB on Kubernetes also I want to show how to manage Atlas (MongoDB cloud) via K8s operator https://www.mongodb.com/developer/community-champions/arkadiusz-borucki/…

Data on Kubernetes Community

1
DoK Specials - Why are Operators paramount to running stateful workloads on Kubernetes? 53:36

לפני 3 years53:36

53:36

In this panel with Sylvain Kalache, Head of Content at the DoK Community, drives a conversation featuring Nic Vermandé- Principal Developer Advocate at Ondat, Julian Fischer- CEO at anynines, and Sergey Pronin- Group Product Manager at Percona.

Data on Kubernetes Community

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DoK Talks #141 - Dossier: multi-tenant distributed Jupyter Notebooks // Iacoppo Colonnelli & Dario Tranchitella 1:00:10

לפני 3 years1:00:10

1:00:10

https://go.dok.community/slack https://dok.community ABSTRACT OF THE TALK When providing data analysis as a service, one must tackle several problems. Data privacy and protection by design are crucial when working on sensitive data. Performance and scalability are fundamental for compute-intensive workloads, e.g. training Deep Neural Networks. User-friendly interfaces and fast prototyping tools are essential to allow domain experts to experiment with new techniques. Portability and reproducibility are necessary to assess the actual value of results. Kubernetes is the best platform to provide reliable, elastic, and maintainable services. However, Kubernetes alone is not enough to achieve large-scale multi-tenant reproducible data analysis. OOTB support for multi-tenancy is too rough, with only two levels of segregation (i.e. the single namespace or the entire cluster). Offloading computation to off-cluster resources is non-trivial and requires the user's manual configuration. Also, Jupyter Notebooks per se cannot provide much scalability (they execute locally and sequentially) and reproducibility (users can run cells in any order and any number of times). The Dossier platform allows system administrators to manage multi-tenant distributed Jupyter Notebooks at the cluster level in the Kubernetes way, i.e. through CRDs. Namespaces are aggregated in Tenants, and all security and accountability aspects are managed at that level. Each Notebook spawns into a user-dedicated namespace, subject to all Tenant-level constraints. Users can rely on provisioned resources, either in-cluster worker nodes or external resources like HPC facilities. Plus, they can plug their computing nodes in a BYOD fashion. Notebooks are interpreted as distributed workflows, where each cell is a task that one can offload to a different location in charge of its execution. BIO Iacopo Colonnelli is a Computer Science research fellow. He received his Ph.D. with honours in Modeling and Data Science at Università di Torino with a thesis on novel workflow models for heterogeneous distributed systems, and his master’s degree in Computer Engineering from Politecnico di Torino with a thesis on a high-performance parallel tracking algorithm for the ALICE experiment at CERN. His research focuses on both statistical and computational aspects of data analysis at large scale and on workflow modeling and management in heterogeneous distributed architectures. Dario is an SWE that turned DevOps, and he's regretting this choice day by day. Besides making memes on Twitter that gain more reactions than technical discussions, leading the development of Open Source projects at CLASTIX, an Open Source-based start-up focusing on Multi-Tenancy in Kubernetes. KEY TAKE-AWAYS FROM THE TALK From this talk, people will learn: - The different requirements of Data analysis as a service - How to configure for multi-tenancy at the cluster level with Capsule - How to write distributed workflows as Notebooks with Jupyter Workflows - How to combine all these aspects into a single platform: Dossier All the software presented in the talk is OpenSource, so attendees can directly play with them and include them in their experiments with no additional restrictions.…

Data on Kubernetes Community

1
DoK Talks #140 - Data protection of stateful environment // Timothy Dewin 42:35

לפני 3 years42:35

42:35

https://go.dok.community/slack https://dok.community ABSTRACT OF THE TALK More and more we see stateful workloads pop up in Kubernetes clusters. These workloads generate data that is unique and is ephemeral. During this talk we will discuss the challenges of stateful workloads and how you can successfully protect BIO Working over a decade in IT as a technical expert for Veeam Software. Specializing in backup for the modern hybrid cloud. Passion for scripting and programming. Husband of Lena, father of Lev. KEY TAKE-AWAYS FROM THE TALK Data backup of Kubernetes. DR for Kubernetes…

Data on Kubernetes Community

1
DoK Talks #139 - Private DBaaS on Kubernetes // Sergey Pronin 53:25

לפני 3 years53:25

53:25

https://go.dok.community/slack https://dok.community ABSTRACT OF THE TALK Percona is committed to deliver solutions to run open source databases anywhere without lock in. As part of this commitment, we have created Operators to run MySQL, PostgreSQL and MongoDB on Kubernetes. Learn how Percona Monitoring and Management (PMM) allows you to enable developers to deploy and manage databases anywhere with private Database-as-a-service capability backed by Operators. BIO Product and technology leader. Worked in various fields: internet service providers, financial sector and merge & acquisition business. Currently leads product @ Percona focusing on cloud native technologies for open source databases KEY TAKE-AWAYS FROM THE TALK Learn how Percona Monitoring and Management (PMM) allows you to enable developers to deploy and manage databases anywhere with private Database-as-a-service capability backed by Operators. You will get high level overview of Percona's Operators structure and how private DBaaS can boost the productivity of your engineering and IT teams.…

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#13 DoK community: Distributed Workloads on Kubernetes Operators to the Rescue // Sebastien Guilloux