NextStep Boston 2018 - Deconstructing DevOps ... And Rebuilding Again With Containers, Victor Fong
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DevOps and containers can be a match made in heaven. The key is understanding DevOps processes, having a container strategy, and setting up a container-based build pipeline. Join Victor Fong of Cognizant as he shares best practices for adding containers to DevOps.
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In my talk I elaborate on the many reasons why data science to production is such a hard nut to crack. I start with a taxonomy of data use cases in order to easier assess technical requirements. Based thereon, my focus lies on overcoming the two-language-problem which is Python/R loved by data scientists vs. the enterprise-established Java/Scala. From my project experiences I present three different solutions, namely 1) migrating to a single language, 2) reimplementation and 3) usage of a framework. The advantages and disadvantages of each approach is presented and general advices based on the introduced taxonomy is given.
Additionally, my talk also addresses organisational as well as problems in quality assurance and deployment. Best practices and further references are presented on a high-level in order to cover all facets of data science to production.
With my talk I hope to convey the message that breakdowns on the road from data science to production are rather the rule than the exception, so you are not alone. At the end of my talk, you will have a better understanding of why your team and you are struggling and what to do about it.
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The Complexity to "Yes" in Analytics Software and the Possibilities with Dock...
When you have to say ""YES"" to everything, what does that really mean?
The Boston Consulting Group (BCG) is a global management consulting firm that advises industry leading companies on value creation strategies, innovation, transformation, supply chain management and much more. BCG provides recommendations and analytics that are custom tailored to the needs of each client. To do this BCG is transforming what used to be presentations and manual models into software that is prototyped and distributed to their client to run on their infrastructure - in effect changing the way BCG delivers value.
However the productization process poses unique challenges and opportunities. Their clients have every type of infrastructure and application stack within their IT environments, how can BCG ensure that the custom built analytics applications will operate well at scale in their client's production environment - especially when it is an environment that they don't control? The bespoke nature of the BCG business led the team to embark on an engineering led journey to containerization with Docker. Attend this session to learn more about the approach, challenges and how BCG is enabling transformation with Docker Enterprise Edition.
Think future technologies – corporate presentation (public)
Think Future Technologies is a global software development, QA, and testing services firm with offices worldwide. It has over 150 employees servicing 10 global companies. TFT specializes in software development, QA and testing, maintenance and support. It has experience developing web, desktop, and mobile applications across various technologies. TFT provides outsourcing services and takes on projects ranging from small teams to acting as an extended development or QA team. It utilizes established processes and frameworks to efficiently manage projects.
Performance Continuous Integration
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Accelerate Your Time to a Successful Deployment with DevOps
According to research firm IDC, 70% of Global Fortune 500 firms are expected to adopt DevOps by the end of 2017. With digital transformation strategies at the forefront of organizational priorities, IT is now under more pressure than ever to optimize innovation cycles while removing roadblocks.
In this IBM / Perficient DevOps SlideShare, we discuss topics including:
The differences between DevOps, Agile, and Waterfall methodologies
How automation can influence your development process, remove roadblocks to innovation, and increase visibility into your projects
Why the DevOps toolchain impacts your entire innovation cycle
DevOps best practices from industry leaders
Continuous Delivery at Wix, Yaniv Even Haim
We will go over the motivations for wix.com R&D to move to a CI/CD/TDD model, how the model was implemented and the impact on Wix R&D. We will cover the tools used (developed in-house and 3rd party), change in methodologies, what we have learned during the transformation and the unexpected change in working with product and the rest of the company.
Presented in the Continuous Delivery track at DevOps Con Israel 2013
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Will Everitt, Pacific Magazines
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InduSoft Consulting Services Webinar
InduSoft hosts a special webinar to introduce our users to the new On Demand Consulting services for InduSoft Web Studio projects. This webinar will explain more about what the service offers, how to sign up, and how InduSoft approaches the challenge of quickly designing and optimizing InduSoft Web Studio applications.
Think Future Technologies
Think Future Technologies is a QA & Testing focused outsourcing company based in India and currently serving clients in United States, Israel and Australia. We, Think Future Technologies, offer expertise in delivering automation testing solutions based on various industry standard automation tools.
Software Product Engineering Services | Digital Transformation
Skizzle is a global software product engineering company and a community of passionate, purpose-led individuals. We think disruptively to deliver technology to address our clients’ toughest challenge, all while seeking to revolutionize the IT industry and create positive social change.
GNS: Your IT outsourcing provider
GNS is a Ukrainian software development company. It was founded in 2007 and by now absorbed several small Ukrainian software companies.
Our main specialization lies in desktop, web and mobile applications.
We offer an entire package: from initial concepts to final delivery of an outsourced project of any size in wide range of technologies, like HTML5, CSS3, JavaScript, .NET, PHP, Java, IOS, Android, Windows Phone.
More details: http://gns-it.com
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Twice, Mednax has attempted to modernize its legacy clinical app. After the most recent 6-year project was canceled prior to deployment, Mednax turned to OutSystems. In just five months, the company rolled out an MVP and in eight months the new Clinical Application went live. Hear this amazing success story that is helping to reduce the burden on providers and deliver better patient care where it matters most.
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"With OutSystems, we can publish our application with the click of a single button. How awesome would it be if we could create an entire OutSystems infrastructure with just one click?
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Many OutSystems projects begin simply. The requirements are not complex and therefore, neither is the architecture. But, as implementations grow, so grows the complexity and functionality needs of the enterprise. In this session, we will explore the 4-Layer Architecture and show you what we encountered, and learned, moving from a simple architecture to a 4-Layer one.
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Pragmatic Innovation
This document discusses pragmatic innovation and provides examples of innovative technologies used in different industries. It promotes an approach to innovation that focuses on creating value, starting small projects and validating ideas before scaling. Machine learning, robotic process automation, big data, mobile apps, computer vision, chatbots and artificial intelligence are mentioned as technologies that can enable pragmatic innovation when applied to industries like waste management, logistics, banking and more. Driving innovation internally involves hackathons, initiatives and partner ventures.
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Synopsis: Cooperative information systems typically involve various entities in a collaborative process within a distributed environment. Blockchain technology offers a mechanism for automating such processes, even when only partial trust exists among participants. The data stored on the blockchain is replicated across all nodes in the network, ensuring accessibility to all participants. While this aspect facilitates traceability, integrity, and persistence, it poses challenges for adopting public blockchains in enterprise settings due to confidentiality issues. In this paper, we present a software tool named Control Access via Key Encryption (CAKE), designed to ensure data confidentiality in scenarios involving public blockchains. After outlining its core components and functionalities, we showcase the application of CAKE in the context of a real-world cyber-security project within the logistics domain.
Paper: https://doi.org/10.1007/978-3-031-61000-4_16
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みなさんこんにちはこれ何文字まで入るの？40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの？えこ...
ここ3000字までしか入らないけどタイトルの方がたくさん文字入ると思います。
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Overview
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Key Topics Covered
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HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
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みなさんこんにちはこれ何文字まで入るの？40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの？えこ...
みなさんこんにちはこれ何文字まで入るの？40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの？えこ...
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NextStep Boston 2018 - Deconstructing DevOps ... And Rebuilding Again With Containers, Victor Fong
- 1. Deconstructing DevOps ... And Rebuilding Again With Containers
- 2. Victor Fong Senior Director, Product Engineering | Cognizant in /victor-fong-38292318 @ victor.fong@cognizant.com
- 3. NO COMPANY IS FREE FROM DISRUPTION EMERGING TECHNOLOGIES NEW WAYS OF WORKING SENSE OF URGENCY Responsive operations and actionable insight New business models & market activation New partners, work methods & talent Greater agility in developing applications on cloud-based platforms Ever ready and scalable cloud infrastructure Enhanced productivity capabilities within a dynamic ecosystem
- 5. Build, Measure, Learn Idea Product Data build measurelearn • What if the original idea was wrong? • Any idea without validation is potentially wrong • How fast is one iteration for your team? • How much runway does your team have? How to get Product Market Fit before runway ends?
- 6. Build, Measure, Learn Idea Product Data build measurelearn Plan (1 – 3m) Dev (1m – 18m) QA (1m – 3m) Package (1w – 4w) Deploy (1w – 3m) • 1000 pages functional specification • 1000 pages Design Doc • Multiple Rounds of Regression Testing • Performance & Security Testing • Wait for Other Teams for Package & Deployment How do we BUILD FASTER?
- 7. Build, Measure, Learn Idea Product Data build measurelearn Plan (1 – 3m) Dev (1m – 18m) QA (1m – 3m) Package (1w – 4w) Deploy (1w – 3m) • Lean Product Management • Test Driven Development • Automated Test Suite • Continuous Integration • Automated Packaging • Platform as a Service • Continuous Delivery Reduce Cycle Down to 1 Day!
- 9. Why Containers? Infrastructure Host Operating System Hypervisor Guest OS Runtime App 1 Guest OS Runtime App 2 Guest OS Runtime App 3 Virtual Machines Containers Infrastructure Host Operating System Container Runtime Runtime App 1 Runtime App 2 Runtime App 3 • Faster • Low Overhead • Scalability • Consistent Support • Consistent Runtime
- 10. Container Management Value Line Low-Code Platform Operating System Middleware Runtime Environment Container Orchestration CI/CD Application Services Stay above the Value Line Focus on Business Outcome ApplicationsApplicationsApplications Coding Testing Packaging Automation
- 13. How to get started? 1. Executive Sponsorship 2. Start Small 3. Set up Isolated Team 4. Pick the Right Project 5. Get the Right Tools 6. Reduce / Eliminate Business Process 7. Show and Tell Success 8. Add Teams by Cell Division
- 14. Thank You!