This is the presentation at Percona Live 2015 on MySQL, MariaDB and Percona Orchestration on bare metal, virtualised environments and clouds (AWS and OpenStack).
MariaDB Server Compatibility with MySQLColin Charles
At the MariaDB Server Developer's meeting in Amsterdam, Oct 8 2016. This was the deck to talk about what MariaDB Server 10.1/10.2 might be missing from MySQL versions up to 5.7. The focus is on compatibility of MariaDB Server with MySQL.
The Proxy Wars - MySQL Router, ProxySQL, MariaDB MaxScaleColin Charles
As proxies (and database routers) go, the first one I ever used was the now deprecated MySQL Proxy. Since then, I've managed to use MariaDB MaxScale quite a bit (including its fork AirBnB MaxScale), played around with ProxySQL in recent time, and also started taking a look at MySQL Router. In this quick 20-minute overview, we'll discuss why these three exist, a feature comparison, and reasons when to use the right tool for the job.
An introduction to MongoDB from an experienced MySQL user and developer. There are differences and we go thru the What/Why/Who/Where of MongoDB, the "similarities" to the MySQL world like storage engines, how replication is a little more interesting with built-in sharding and automatic failover, backups, monitoring, DBaaS, going to production and finding out more resources.
Presented at the MySQL Chicago Meetup in August 2016. The focus of the talk is on backups and verification, replication and failover, as well as security and encryption.
MariaDB Server Compatibility with MySQLColin Charles
At the MariaDB Server Developer's meeting in Amsterdam, Oct 8 2016. This was the deck to talk about what MariaDB Server 10.1/10.2 might be missing from MySQL versions up to 5.7. The focus is on compatibility of MariaDB Server with MySQL.
The Proxy Wars - MySQL Router, ProxySQL, MariaDB MaxScaleColin Charles
As proxies (and database routers) go, the first one I ever used was the now deprecated MySQL Proxy. Since then, I've managed to use MariaDB MaxScale quite a bit (including its fork AirBnB MaxScale), played around with ProxySQL in recent time, and also started taking a look at MySQL Router. In this quick 20-minute overview, we'll discuss why these three exist, a feature comparison, and reasons when to use the right tool for the job.
An introduction to MongoDB from an experienced MySQL user and developer. There are differences and we go thru the What/Why/Who/Where of MongoDB, the "similarities" to the MySQL world like storage engines, how replication is a little more interesting with built-in sharding and automatic failover, backups, monitoring, DBaaS, going to production and finding out more resources.
Presented at the MySQL Chicago Meetup in August 2016. The focus of the talk is on backups and verification, replication and failover, as well as security and encryption.
With a focus on Amazon AWS RDS MySQL and PostgreSQL, Rackspace cloud, Google Cloud SQL, Microsoft Azure for MySQL and PostgreSQL as well as a hint of the other clouds
Presented at Percona Live Amsterdam 2016, this is an in-depth look at MariaDB Server right up to MariaDB Server 10.1. Learn the differences. See what's already in MySQL. And so on.
Best practices for MySQL/MariaDB Server/Percona Server High AvailabilityColin Charles
Best practices for MySQL/MariaDB Server/Percona Server High Availability - presented at Percona Live Amsterdam 2016. The focus is on picking the right High Availability solution, discussing replication, handling failure (yes, you can achieve a quick automatic failover), proxies (there are plenty), HA in the cloud/geographical redundancy, sharding solutions, how newer versions of MySQL help you, and what to watch for next.
MariaDB 10.1 what's new and what's coming in 10.2 - Tokyo MariaDB MeetupColin Charles
Presented at the Tokyo MariaDB Server meetup in July 2016, this is an overview of what you can see and use in MariaDB Server 10.1, but more importantly what is planned to arrive in 10.2
Having spent more than the last decade being the main point of contact for distributions shipping MySQL, then MariaDB Server, it's clear that working with distributions have many challenges. Licensing changes (when MySQL moved the client libraries from LGPL to GPL with a FOSS Exception), ABI changes, speed (or lack thereof) of distribution releases/freezes, supporting the software throughout the lifespan of the distribution, specific bugs due to platforms, and a lot more will be discussed in this talk. Let's not forget the politics. How do we decide "tiers" of importance for distributions? As a bonus, there will be a focus on how much effort it took to "replace" MySQL with MariaDB.
Benefits: if you're making a distribution, this is the point of view of the upstream package makers. Why are distribution statistics important to us? Do we monitor your bugs system or do you have a better escalation to us? How do we test to make sure things are going well before release. This and more will be spoken about.
As an upstream project (package), we love nothing more than being available everywhere. But time and energy goes into making this is so as there are quirks in every distribution.
How to convert from MySQL to PostgreSQL: discuss history of each, current status, when you might wish to convert, what might motivate you to convert, & how to do so. With references.
Securing your MySQL / MariaDB Server dataColin Charles
Co-presented alongside Ronald Bradford, this covers MySQL, Percona Server, and MariaDB Server (since the latter occasionally can be different enough). Go thru insecure practices, focus on communication security, connection security, data security, user accounts and server access security.
The success of PostgreSQL supporting enterprise workloads has put the spotlight on where PostgreSQL development is headed next. Advances in recent releases have expanded the database’s ability to support new data types and unstructured data as data professionals wrestle with bigger and more complex data loads. Analysts are predicting a strong future for open source in the enterprise while companies are increasingly adopting open source into the data center to help control and reduce costs. Marc Linster, Senior Vice President of Products and Services at EnterpriseDB, will present his perspective on how PostgreSQL will continue to evolve to meet emerging new challenges in a world of Big Data and Cloud Computing.
This is my third iteration of the talk presented in Tokyo, Japan - first was at a keynote at rootconf.in in April 2016, then at the MySQL meetup in New York, and now for dbtechshowcase. The focus is on database failures of the past, and how modern MySQL / MariaDB Server technologies could have helped them avoid such failure. The focus is on backups and verification, replication and failover, and security and encryption.
Differences between MariaDB 10.3 & MySQL 8.0Colin Charles
MySQL and MariaDB are becoming more divergent. Learn what is different from a high level. It is also a good idea to ensure that you use the correct database for the correct job.
MySQL is a unique adult (now 21 years old) in many ways. It supports plugins. It supports storage engines. It is also owned by Oracle, thus birthing two branches of the popular opensource database: Percona Server and MariaDB Server. It also once spawned a fork: Drizzle. Lately a consortium of web scale users (think a chunk of the top 10 sites out there) have spawned WebScaleSQL.
You're a busy DBA having to maintain a mix of this. Or you're a CIO planning to choose one branch. How do you go about picking? Supporting multiple databases? Find out more in this talk. Also covered is a deep-dive into what feature differences exist between MySQL/Percona Server/MariaDB/WebScaleSQL, how distributions package the various databases differently. Within the hour, you'll be informed about the past, the present, and hopefully be knowledgeable enough to know what to pick in the future.
Note, there will also be coverage of the various trees around WebScaleSQL, like the Facebook tree, the Alibaba tree as well as the Twitter tree.
Databases require capacity planning (and to those coming from traditional RDBMS solutions, this can be thought of as a sizing guide). Capacity planning prevents resource exhaustion. Capacity planning can be hard. This talk has a heavier leaning on MySQL, but the concepts and addendum will help with any other data store.
Failure happens, and we can learn from it. We need to think about backups, but also verification of them. We should definitely make use of replication and think about automatic failover. And security is key, but don't forget that encryption is now available in MySQL, Percona Server and MariaDB Server.
Automate all aspects of your software development, deployment and infrastructure systems. Learn why it is important for developers to take DevOps seriously and embrace Agile Infrastructure for their projects.
With a focus on Amazon AWS RDS MySQL and PostgreSQL, Rackspace cloud, Google Cloud SQL, Microsoft Azure for MySQL and PostgreSQL as well as a hint of the other clouds
Presented at Percona Live Amsterdam 2016, this is an in-depth look at MariaDB Server right up to MariaDB Server 10.1. Learn the differences. See what's already in MySQL. And so on.
Best practices for MySQL/MariaDB Server/Percona Server High AvailabilityColin Charles
Best practices for MySQL/MariaDB Server/Percona Server High Availability - presented at Percona Live Amsterdam 2016. The focus is on picking the right High Availability solution, discussing replication, handling failure (yes, you can achieve a quick automatic failover), proxies (there are plenty), HA in the cloud/geographical redundancy, sharding solutions, how newer versions of MySQL help you, and what to watch for next.
MariaDB 10.1 what's new and what's coming in 10.2 - Tokyo MariaDB MeetupColin Charles
Presented at the Tokyo MariaDB Server meetup in July 2016, this is an overview of what you can see and use in MariaDB Server 10.1, but more importantly what is planned to arrive in 10.2
Having spent more than the last decade being the main point of contact for distributions shipping MySQL, then MariaDB Server, it's clear that working with distributions have many challenges. Licensing changes (when MySQL moved the client libraries from LGPL to GPL with a FOSS Exception), ABI changes, speed (or lack thereof) of distribution releases/freezes, supporting the software throughout the lifespan of the distribution, specific bugs due to platforms, and a lot more will be discussed in this talk. Let's not forget the politics. How do we decide "tiers" of importance for distributions? As a bonus, there will be a focus on how much effort it took to "replace" MySQL with MariaDB.
Benefits: if you're making a distribution, this is the point of view of the upstream package makers. Why are distribution statistics important to us? Do we monitor your bugs system or do you have a better escalation to us? How do we test to make sure things are going well before release. This and more will be spoken about.
As an upstream project (package), we love nothing more than being available everywhere. But time and energy goes into making this is so as there are quirks in every distribution.
How to convert from MySQL to PostgreSQL: discuss history of each, current status, when you might wish to convert, what might motivate you to convert, & how to do so. With references.
Securing your MySQL / MariaDB Server dataColin Charles
Co-presented alongside Ronald Bradford, this covers MySQL, Percona Server, and MariaDB Server (since the latter occasionally can be different enough). Go thru insecure practices, focus on communication security, connection security, data security, user accounts and server access security.
The success of PostgreSQL supporting enterprise workloads has put the spotlight on where PostgreSQL development is headed next. Advances in recent releases have expanded the database’s ability to support new data types and unstructured data as data professionals wrestle with bigger and more complex data loads. Analysts are predicting a strong future for open source in the enterprise while companies are increasingly adopting open source into the data center to help control and reduce costs. Marc Linster, Senior Vice President of Products and Services at EnterpriseDB, will present his perspective on how PostgreSQL will continue to evolve to meet emerging new challenges in a world of Big Data and Cloud Computing.
This is my third iteration of the talk presented in Tokyo, Japan - first was at a keynote at rootconf.in in April 2016, then at the MySQL meetup in New York, and now for dbtechshowcase. The focus is on database failures of the past, and how modern MySQL / MariaDB Server technologies could have helped them avoid such failure. The focus is on backups and verification, replication and failover, and security and encryption.
Differences between MariaDB 10.3 & MySQL 8.0Colin Charles
MySQL and MariaDB are becoming more divergent. Learn what is different from a high level. It is also a good idea to ensure that you use the correct database for the correct job.
MySQL is a unique adult (now 21 years old) in many ways. It supports plugins. It supports storage engines. It is also owned by Oracle, thus birthing two branches of the popular opensource database: Percona Server and MariaDB Server. It also once spawned a fork: Drizzle. Lately a consortium of web scale users (think a chunk of the top 10 sites out there) have spawned WebScaleSQL.
You're a busy DBA having to maintain a mix of this. Or you're a CIO planning to choose one branch. How do you go about picking? Supporting multiple databases? Find out more in this talk. Also covered is a deep-dive into what feature differences exist between MySQL/Percona Server/MariaDB/WebScaleSQL, how distributions package the various databases differently. Within the hour, you'll be informed about the past, the present, and hopefully be knowledgeable enough to know what to pick in the future.
Note, there will also be coverage of the various trees around WebScaleSQL, like the Facebook tree, the Alibaba tree as well as the Twitter tree.
Databases require capacity planning (and to those coming from traditional RDBMS solutions, this can be thought of as a sizing guide). Capacity planning prevents resource exhaustion. Capacity planning can be hard. This talk has a heavier leaning on MySQL, but the concepts and addendum will help with any other data store.
Failure happens, and we can learn from it. We need to think about backups, but also verification of them. We should definitely make use of replication and think about automatic failover. And security is key, but don't forget that encryption is now available in MySQL, Percona Server and MariaDB Server.
Automate all aspects of your software development, deployment and infrastructure systems. Learn why it is important for developers to take DevOps seriously and embrace Agile Infrastructure for their projects.
First steps into developing an application as a suite of small services, and analysis of tools and architecture approaches to be used.
Topics covered:
1) What is a micro service architecture
2)Advantages in code procedures, team dynamics and scaling
3) How container services such as docker assist in its implementation
4) How to deploy code in a micro services architecture
5) Container Management tools and resource efficiency (mesos, kubernetes, aws container service)
6) Scaling up
By PeoplePerHour team
presented by CTO Spyros Lambrinidis & Senior DevOps Panagiotis Moustafellos @ Docker Athens Meetup 18/02/2015
Intro to OpenShift, MongoDB Atlas & Live DemoMongoDB
Get the fundamentals on working with containers in the cloud. In this session, you will learn how to run and manage containers in production. We'll level set with a quick intro to Kubernetes and OpenShift, so you understand some basic terminology. From there, it's all live demo. We’ll spin up Java, MongoDB (including Atlas, the hosted DBaas), integrate code from Github, and make some shiny JSON spatial services. Finally, we’ll cover best practices in using containers when going to production with an application, and answer all of your questions.
We will show what aspects of hawkBit need to be completed or implemented to use it in a production environment.
We will look at hawkBit's extension points and how they can be used and show some practices for deploying and managing a hawkBit-based product.
Backroll: Production Grade KVM Backup Solution Integrated in CloudStackShapeBlue
Backroll is not only a production-grade KVM backup solution. It is also being integrated inside Apache Cloudstack using the Backup and restore framework. Pierre and Quentin will show how it works, the feature list, and how the integration has been made.
Quentin is in charge of DIMSI custom developments on Apache Cloudstack deployment : customer portal, backup solution. On a daily basis, he helps our customers and our developers to use and embrace Devops methodology, by building CI/CD pipelines (GitLab, Azure Devops), dockerizing apps and automate things as much as possible... When not DevOps'ing, Quentin loves to binge watch series and movies, play with his cat "Boogie" and is a crazy fan of street food.
Grégoire is a software architect who spends most of his time designing infrastructure applications and CRM systems, on-premise or multi-cloud based. He’s been using Apache Cloudstack for many years, and likes to keep knowledge and data outside black-boxes Father of 4 children, you can meet him in Southern Brittany, sailing Hobbie Cat or supporting Lorient football club at Moustoir stadium.
Pierre is in charge of Backroll integration inside Cloudstack. Pierre has a proven track record of successful c# and Java projects. When not playing with his keyboard, Pierre is surfing, WingFoiling or bodyboarding on Brittany coast.
-----------------------------------------
CloudStack Collaboration Conference 2022 took place on 14th-16th November in Sofia, Bulgaria and virtually. The day saw a hybrid get-together of the global CloudStack community hosting 370 attendees. The event hosted 43 sessions from leading CloudStack experts, users and skilful engineers from the open-source world, which included: technical talks, user stories, new features and integrations presentations and more.
DevOps Transformation: Learnings and Best PracticesQBurst
The presentation delves into the best practices and approach for DevOps adoption. Understand key aspects of DevOps and how it brings about speed and efficiency in the software development lifecycle
OpenNebula provides a seamless integration with vCenter. In this session we will discuss how to add a Cloud-layer on top of your vCenter infrastructure. We will also discuss vOneCloud, a product based on OpenNebula to quickly deploy a Cloud in vCenter. Finally we will talk about what the future awaits for OpenNebula and VMware, things like Network and Storage managemente, StorageDRS, Linked clones, very fast monitoring and operation, and many many more things.
Talk held at the OpenNebula Techday Barcelona 2017:
https://opennebula.org/community/techdays/techday-barcelona-2017/
New features for vCenter in OpenNebula 5.4
Talk held in Techday Madrid, 2017. More info:
https://opennebula.org/community/techdays/techday-madrid-2017/
Webinar: Simplifying the Enterprise Hybrid Cloud with Azure Stack HCIStorage Switzerland
During our on demand webinar, “Simplifying the Large-Scale Hybrid Cloud”, Storage Switzerland and Axellio discuss how Microsoft Azure Stack HCI and Axellio’s FabricXpress Servers can deliver new levels of consolidation in the enterprise. Learn how to intelligently leverage Azure to simplify operations like data protection, business continuity, and data center operations – while deploying less infrastructure and less software for your demanding on-premises workloads.
USENIX LISA15: How TubeMogul Handles over One Trillion HTTP Requests a MonthNicolas Brousse
TubeMogul grew from few servers to over two thousands servers and handling over one trillion http requests a month, processed in less than 50ms each. To keep up with the fast growth, the SRE team had to implement an efficient Continuous Delivery infrastructure that allowed to do over 10,000 puppet deployment and 8,500 application deployment in 2014. In this presentation, we will cover the nuts and bolts of the TubeMogul operations engineering team and how they overcome challenges.
Get introduced to the new ASP.NET 5. This stack stack that will change the way you build modern web apps! The next generation ASP.NET gives us a much needed modern framework for web and cloud. It is built from the ground up to provide an optimized development framework for apps that are either deployed to the cloud or run on-premises. A significant redesign, full open source and available on GitHub, ASP.NET 5 uses cloud-optimized version, that is enhanced for server scenarios like low-memory and high-throughput. Get to know the all new powerful ASP.NET 5 through our webinar.
We would encourage you to go through the live Demo. Write back to us at jghosh@suyati.com for any queries.
Suyati Technologies Pvt Ltd.
2nd Floor, B-Wing, Thapasya building, Infopark, Kakkanad
Kochi 682030, Kakkanad, Kerala 682030
Details:
• DevOps and Business Intelligence?
• CI/CD Pipelines: What are they?
• Database Deployments: State based vs Migration based
• Snowflake features for CI/CD
• Azure DevOps: Build and Release Pipelines
• Putting it all together: End to End solution
• Demo
Eager to learn more about OpenStack? This presentation provides an overview of OpenStack basics and an introduction to the types of storage in OpenStack. Choosing the right storage for your cloud can be the hardest part of building out your environment – this is a great primer to picking the right storage for your OpenStack deployment.
AI, ML and Graph Algorithms: Real Life Use Cases with Neo4jIvan Zoratti
I gave this presentation at DataOps 19 in Barcelona.
You will find information about Neo4j and how to use it with Graph Algorithms for Machine Learning and Artificial Intelligence.
This is the presentation at the OSIsoft EMEA User Conference in London, 16 October 2017.
Please note that "Open Edge Module" and "FogLAMP" are synonyms.
Time Series From Collection To AnalysisIvan Zoratti
This is my talk at Percona Live 2016 in Santa Clara. It is a quick walkthrough time series workloads and solutions with traditional relational databases and dedicated time series DBs
These are the slides that I presented at Percona Live London, 4th Dec 2012.
There is lots of content related to the deployment and use of MySQL in the cloud, specifically in Amazon EC2.
These are the slides of my presentation at the NYC MySQL Meetup on Sep 21 2012. There are tips and tricks about MySQL in the cloud and the SkySQL cloud data suite
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
9. Configuration vs. Orchestration
Configuration
● Roots in CFEngine
● Relatively rigid model
● Pull/Push mode
● Install software, manage
configuration
● Mostly for single servers or for
few servers working together
Orchestration
● Different meanings
● Mostly related to coordination
for complex infrastructures
● New life from Cloud Computing
and multiple, distributed
systems
● Focus on automated workflows
of tasks that also involve
configuration
● Auto-adjustment to different
environments
10. Configuration Management and Orchestration
● Ansible
● CFEngine
● Chef
● CloudFormation
● Cloudify
● Distelli
● Heat
● Juju
● Puppet
● SaltStack
● TOSCA - Topology and
Orchestration Specification for
Cloud Applications
12. Juju and MySQL
● MySQL is the most used charm in the charmstore
● https://jujucharms.com/mysql/trusty/24/
● Used in many bundles to orchestrate complex workloads
● Also available
● MariaDB - https://jujucharms.com/mariadb/trusty/2
● Percona XDB - https://jujucharms.com/percona-cluster/trusty/18
● Codership Galera - https://jujucharms.com/u/codership/galera-cluster/trusty/1
● Native MySQL Replication with autoscaling
● Backup schedule and Retention
● Flavors with automatic migration
● hacluster
● Integration with Ceph
14. Pictures and Contributions
● Waterfall Model of System Development by Peter Kemp / Paul Smith - CC BY 3.0 - Wikimedia Commons
● DevOps by Rajiv.Pant / CC BY 3.0 - Wikimedia Commons
● Canonical - Juju documentation - www.jujucharms.com
● IBM xSeries 336 - Robert Jeminus on Flickr - https://www.flickr.com/photos/jemimus/15759661059
● OpenStack Conceptual Architecture - http://docs.openstack.org/admin-guide-cloud/content/logical-architecture.html