Best Practices for Managing SaaS ApplicationsCorrelsense
The proliferation of SaaS applications like Salesforce.com is creating a host of new management challenges. For example, how do you measure the performance of applications you don’t host? What real-time data do you have to communicate with business stakeholders? How will you know if SLA commitments are being met?
Join us for a webinar exploring the best practices for managing SaaS applications, including:
*Important ways that the management of SaaS and hosted application management differ
*The unique challenges of supporting enterprise SaaS applications
*Case studies demonstrating new techniques and tools for measuring the performance of hosted applications like Salesforce.com
The 2020 State of SaaSOps finds that as more companies adjust to the realities of managing SaaS at scale, SaaSOps will evolve into a core IT discipline—influencing strategic priorities, technology investments, and even job titles and career paths. Get the report for key findings and insights into the future of IT.
This keynote will help you understand the current state of cloud adoption, identify the business value for your organization, and provide you a framework to plot your course to cloud adoption.
Best Practices for Managing SaaS ApplicationsCorrelsense
The proliferation of SaaS applications like Salesforce.com is creating a host of new management challenges. For example, how do you measure the performance of applications you don’t host? What real-time data do you have to communicate with business stakeholders? How will you know if SLA commitments are being met?
Join us for a webinar exploring the best practices for managing SaaS applications, including:
*Important ways that the management of SaaS and hosted application management differ
*The unique challenges of supporting enterprise SaaS applications
*Case studies demonstrating new techniques and tools for measuring the performance of hosted applications like Salesforce.com
The 2020 State of SaaSOps finds that as more companies adjust to the realities of managing SaaS at scale, SaaSOps will evolve into a core IT discipline—influencing strategic priorities, technology investments, and even job titles and career paths. Get the report for key findings and insights into the future of IT.
This keynote will help you understand the current state of cloud adoption, identify the business value for your organization, and provide you a framework to plot your course to cloud adoption.
Microsoft Chief Strategist, James Staten, presents about the HOSTING/Microsoft partnership and where we are collectively going as an industry with Unified Cloud.
Aufbau von agilen und effizienten IT Organisationen mit DevOpsAWS Germany
IT-Landschaften und -Applikationen werden zunehmend komplexer. Als Folge dessen haben Entwicklungsteams ihre Software-Entwicklungsprozesse mit der Zeit entsprechend weiterentwickelt. Autonome und selbstbestimmte Teams treten vermehrt in den Vordergrund und folgen einem agilen Ansatz und Prinzipien, die dem "Lean Software Development" entstammen. Dieser Wandel hat sich bis hin zu den Operationsteams vollzogen und so die Grenzen zwischen Entwicklung und Betrieb verschwimmen lassen.
Unter dem Begriff "DevOps" versteht man heute eine Menge an Werkzeugen, Prozessen, Best Practices, und auch Unternehmensleitlinien, die IT-Organisationen agiler und effizienter machen. Zwar sind die Werkzeuge und die Methodik unter DevOps Fachleuten gut verstanden, jedoch ergeben sich aufgrund des traditionellen IT-Betriebs (Mode 1 IT) oft nicht die versprochenen Vorteile, wie erhöhte Agilität und Flexibilität.
AWS bietet Ihnen eine flexible Plattform, auf deren Basis Unternehmen wie Netflix, Airbnb, Zalando und viele andere, DevOps Praktiken und Prozesse mit großem Erfolg umsetzen konnten.
Dieses Webinar nimmt die verschiedenen Elemente von DevOps genauer unter die Lupe und erklärt wie sie der Grundstein für diese Erfolgsgeschichten wurden.
Amazon Web Services (AWS) es una plataforma de servicios de nube que ofrece potencia de cómputo, almacenamiento de bases de datos, entrega de contenido y otra funcionalidad para ayudar a las empresas a escalar y crecer. Explore cómo millones de clientes aprovechan los productos y soluciones de la nube de AWS para crear aplicaciones sofisticadas y cada vez más flexibles, escalables y fiables.
The Business Value of a PaaS (presented by Kieron Sambrook Smith, Chief Comme...eZ Systems
How can you introduce regime change across IT development and operations that could deliver positive effects on your live business services? In this session, you’ll learn how a Platform as a Service (PaaS), like Platform.sh, can give your business wings.
Devops is a cultural movement gathering developers and IT Pros responsible for operating applications around common values, goals, practices and tools in order to accelerate development and deployment cycles, creating fast feedback loops between development and operations. Like agility 15 years ago, Devops adoption, accelerated by Cloud platforms adoption, involves organizational, cultural, as well as tehcnical aspects. Emerging movement a few years ago, now well established at consumer web and mobile companies, Devops starts to get in the Enterprise.
This presentation will explain the cultural and organizational aspects of the Devops movement, then will give an overview of the most common tools that are used to implement a Devops approach, showing that Microsoft is one of the few providers proposing a complete and integrated toolset, that works seamlessly for .NET developers, while integrating the most popular third party open source and proprietary tools, making Azure a great platform to implement a Devops approach for Linux, Java and open source workloads. We will talk about Visual Studio Online, Windows Azure, System Center, Windows Server, Azure Pack, PowerShell, NewRelic, Chef & Puppet integrations, Jenkins, …
This deck was presented at Microsoft Techdays 2014, Read more at http://www.microsoft.com/france/mstechdays/programmes/2014/fiche-session.aspx?ID=07af5982-c413-46c3-8214-bba12365529b#0CDPXYrtwEbWxrgW.99
Keynote presentation from IBM Solutions Connect 2013 covering topics such as changing business world today and how technologies can help organisations cope with this change and move forward.
Devops est un mouvement culturel qui rassemble developpeurs et IT Pros specialistes des operations autour de valeurs, buts et pratiques communes, dans le but d’accelerer le cycle de developpement et deploiement des applications, en creant des boucles de feedback retroactives rapides entre developpement et operation. Comme l’agilite il y a 15 ans, l’adoption de Devops, acceleree par l’adoption des plateformes en nuage, met en jeu des aspects organisationnels, culturels, et techniques. Mouvement emergent il y a quelques annees, bien implante aujourd’hui chez les fournisseurs d’applications grand public, Devops commence a interesser les developpeurs en enterprise. Cette presentation fera un etat des lieux des aspects culturels et organisationnels du mouvement Devops, puis un etat de l’art des outils a la mode en ce moment pour implementer une demarche Devops, montrant que Microsoft est un des rares acteurs du marche a proposer une panoplie complete d’outils integres dans ce domaine, tout en s’integrant avec les outils existants, qu’ils soient proprietaires ou open source: Visual Studio Online, Windows Azure, System Center, Windows Server, Azure Pack, PowerShell, NewRelic, Chef & Puppet integrations, Jenkins, …
Speaker : Patrick Chanezon (Microsoft)
Right on the heels of the Manifesto for Agile Software Development, a new movement with the moniker DevOps has further advanced software delivery. Although the Agile software development movement brought iterative and incremental concepts to our industry, in many organizations its reach was relegated to only the application development teams. In many cases, this moved the bottlenecks in organizations from application development to release management, IT operations and business program and portfolio management decision making. This local optimization leads to real world application of Agile software development being perceived as unsuccessful and increased probability of being thrown away for the comfort in the illusions of control of plan-driven approaches.
The promise of DevOps is to further improve our ability to make holistic optimizations from business to software delivery to operations and ultimately increase feedback into our business decision making processes. This promise involves the application of The Three Ways as described by Gene Kim: Flow, Feedback and Continuous Experimentation and Learning. Even for those that were able to take advantage of Agile software development we can not sit on our laurels. We must embrace continuous improvement in order to fend off the effects of “Software is Eating the World” as Marc Andreessen pronounced. DevOps provides a view on the culture, practices, tools and processes for how valuable software is delivered, operated and evolved to enable competitive advantage.
Habitat-managed Chef with Policyfiles: Learn how to leverage the power of Habitat, chef-client and Policyfiles to produce an immutable application containing all of your chef cookbooks that can be locally tested and provides a consistent and guaranteed picture of desired configuration state across all target environments.
Microsoft Chief Strategist, James Staten, presents about the HOSTING/Microsoft partnership and where we are collectively going as an industry with Unified Cloud.
Aufbau von agilen und effizienten IT Organisationen mit DevOpsAWS Germany
IT-Landschaften und -Applikationen werden zunehmend komplexer. Als Folge dessen haben Entwicklungsteams ihre Software-Entwicklungsprozesse mit der Zeit entsprechend weiterentwickelt. Autonome und selbstbestimmte Teams treten vermehrt in den Vordergrund und folgen einem agilen Ansatz und Prinzipien, die dem "Lean Software Development" entstammen. Dieser Wandel hat sich bis hin zu den Operationsteams vollzogen und so die Grenzen zwischen Entwicklung und Betrieb verschwimmen lassen.
Unter dem Begriff "DevOps" versteht man heute eine Menge an Werkzeugen, Prozessen, Best Practices, und auch Unternehmensleitlinien, die IT-Organisationen agiler und effizienter machen. Zwar sind die Werkzeuge und die Methodik unter DevOps Fachleuten gut verstanden, jedoch ergeben sich aufgrund des traditionellen IT-Betriebs (Mode 1 IT) oft nicht die versprochenen Vorteile, wie erhöhte Agilität und Flexibilität.
AWS bietet Ihnen eine flexible Plattform, auf deren Basis Unternehmen wie Netflix, Airbnb, Zalando und viele andere, DevOps Praktiken und Prozesse mit großem Erfolg umsetzen konnten.
Dieses Webinar nimmt die verschiedenen Elemente von DevOps genauer unter die Lupe und erklärt wie sie der Grundstein für diese Erfolgsgeschichten wurden.
Amazon Web Services (AWS) es una plataforma de servicios de nube que ofrece potencia de cómputo, almacenamiento de bases de datos, entrega de contenido y otra funcionalidad para ayudar a las empresas a escalar y crecer. Explore cómo millones de clientes aprovechan los productos y soluciones de la nube de AWS para crear aplicaciones sofisticadas y cada vez más flexibles, escalables y fiables.
The Business Value of a PaaS (presented by Kieron Sambrook Smith, Chief Comme...eZ Systems
How can you introduce regime change across IT development and operations that could deliver positive effects on your live business services? In this session, you’ll learn how a Platform as a Service (PaaS), like Platform.sh, can give your business wings.
Devops is a cultural movement gathering developers and IT Pros responsible for operating applications around common values, goals, practices and tools in order to accelerate development and deployment cycles, creating fast feedback loops between development and operations. Like agility 15 years ago, Devops adoption, accelerated by Cloud platforms adoption, involves organizational, cultural, as well as tehcnical aspects. Emerging movement a few years ago, now well established at consumer web and mobile companies, Devops starts to get in the Enterprise.
This presentation will explain the cultural and organizational aspects of the Devops movement, then will give an overview of the most common tools that are used to implement a Devops approach, showing that Microsoft is one of the few providers proposing a complete and integrated toolset, that works seamlessly for .NET developers, while integrating the most popular third party open source and proprietary tools, making Azure a great platform to implement a Devops approach for Linux, Java and open source workloads. We will talk about Visual Studio Online, Windows Azure, System Center, Windows Server, Azure Pack, PowerShell, NewRelic, Chef & Puppet integrations, Jenkins, …
This deck was presented at Microsoft Techdays 2014, Read more at http://www.microsoft.com/france/mstechdays/programmes/2014/fiche-session.aspx?ID=07af5982-c413-46c3-8214-bba12365529b#0CDPXYrtwEbWxrgW.99
Keynote presentation from IBM Solutions Connect 2013 covering topics such as changing business world today and how technologies can help organisations cope with this change and move forward.
Devops est un mouvement culturel qui rassemble developpeurs et IT Pros specialistes des operations autour de valeurs, buts et pratiques communes, dans le but d’accelerer le cycle de developpement et deploiement des applications, en creant des boucles de feedback retroactives rapides entre developpement et operation. Comme l’agilite il y a 15 ans, l’adoption de Devops, acceleree par l’adoption des plateformes en nuage, met en jeu des aspects organisationnels, culturels, et techniques. Mouvement emergent il y a quelques annees, bien implante aujourd’hui chez les fournisseurs d’applications grand public, Devops commence a interesser les developpeurs en enterprise. Cette presentation fera un etat des lieux des aspects culturels et organisationnels du mouvement Devops, puis un etat de l’art des outils a la mode en ce moment pour implementer une demarche Devops, montrant que Microsoft est un des rares acteurs du marche a proposer une panoplie complete d’outils integres dans ce domaine, tout en s’integrant avec les outils existants, qu’ils soient proprietaires ou open source: Visual Studio Online, Windows Azure, System Center, Windows Server, Azure Pack, PowerShell, NewRelic, Chef & Puppet integrations, Jenkins, …
Speaker : Patrick Chanezon (Microsoft)
Right on the heels of the Manifesto for Agile Software Development, a new movement with the moniker DevOps has further advanced software delivery. Although the Agile software development movement brought iterative and incremental concepts to our industry, in many organizations its reach was relegated to only the application development teams. In many cases, this moved the bottlenecks in organizations from application development to release management, IT operations and business program and portfolio management decision making. This local optimization leads to real world application of Agile software development being perceived as unsuccessful and increased probability of being thrown away for the comfort in the illusions of control of plan-driven approaches.
The promise of DevOps is to further improve our ability to make holistic optimizations from business to software delivery to operations and ultimately increase feedback into our business decision making processes. This promise involves the application of The Three Ways as described by Gene Kim: Flow, Feedback and Continuous Experimentation and Learning. Even for those that were able to take advantage of Agile software development we can not sit on our laurels. We must embrace continuous improvement in order to fend off the effects of “Software is Eating the World” as Marc Andreessen pronounced. DevOps provides a view on the culture, practices, tools and processes for how valuable software is delivered, operated and evolved to enable competitive advantage.
Habitat-managed Chef with Policyfiles: Learn how to leverage the power of Habitat, chef-client and Policyfiles to produce an immutable application containing all of your chef cookbooks that can be locally tested and provides a consistent and guaranteed picture of desired configuration state across all target environments.
This talk is an in-depth look at all we, at Chef, have learned and what we love and what could be better about Configuration Management, Continuous Delivery and DevOps. We'll explore the pain points that still exist, especially as teams try to bring containers and microservices into production. We’ll then explore how to ensure the apps you build, deploy, and manage behave consistently in any runtime — metal, VMs, containers, and PaaS. You'll spend less time on the environment and more time building features.
Presented by Simon Fisher at DevOps World London November 2016
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
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.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
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.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
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
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
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:
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
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.
2. About Chef
• At the forefront of Agile, Lean and DevOps movements
• Open Source foundation
• 250 Employees. Offices in Seattle, San Francisco, London, Berlin
>900
customers
1.7M
monthly
Chef Client
Downloads
>3,000
Habitat
Downloads
(4 weeks)
>90%
Revenue
Growth (YOY)
>25,000
organizations
use Chef
3. The most enduring and transformative companies
use Chef to become fast, efficient, and innovative
software driven organizations
5. Goldman Sachs IT Spending Survey 2016
1. BMC
2. Splunk
3. IBM
4. HP
5. New Relic
6. AWS
7. Servicenow
8. CA
9. Microsoft
10. Chef
11. Solarwinds
12. Atlassian
With which vendor do you think you will be
spending the most on IT tools in three
years?
6. We Want to be the Foundation of Your
Modern Software Factory
Infrastructure
Automation
Application
Automation
Compliance
Automation
20. Gantt chart of death
• spark plug projects (ALDO)
• cross-functional teams
• skill-building
• coaching & support
• internal community building
• the big flashlight,
cheerleading and internal
marketing
vs.