The is a step by step turtorial for bluemix hadoop user from creating hadoop service, management with Ambari, explore HDFS, using WebHDFS API, conneting with R Cosole.
You can also learn runing liner regression with the airline.csv sample data and running k-means with the IRIS sample data on Bluemix hadoop.
Listen up, developers. You are not special. Your infrastructure is not a beautiful and unique snowflake. You have the same tech debt as everyone else. This is a talk about a better way to build and manage infrastructure: Terraform Modules. It goes over how to build infrastructure as code, package that code into reusable modules, design clean and flexible APIs for those modules, write automated tests for the modules, and combine multiple modules into an end-to-end techs tack in minutes.
You can find the video here: https://www.youtube.com/watch?v=LVgP63BkhKQ
PuppetConf 2016: Best Practices for Puppet in the Cloud – Randall Hunt, Amazo...Puppet
Here are the slides from Randall Hunt and Andrew Popp's PuppetConf 2016 presentation called Best Practices for Puppet in the Cloud. Watch the videos at https://www.youtube.com/playlist?list=PLV86BgbREluVjwwt-9UL8u2Uy8xnzpIqa
Presented at AI NEXTCon Seattle 1/17-20, 2018
http://aisea18.xnextcon.com
join our free online AI group with 50,000+ tech engineers to learn and practice AI technology, including: latest AI news, tech articles/blogs, tech talks, tutorial videos, and hands-on workshop/codelabs, on machine learning, deep learning, data science, etc..
How to test infrastructure code: automated testing for Terraform, Kubernetes,...Yevgeniy Brikman
This talk is a step-by-step, live-coding class on how to write automated tests for infrastructure code, including the code you write for use with tools such as Terraform, Kubernetes, Docker, and Packer. Topics covered include unit tests, integration tests, end-to-end tests, test parallelism, retries, error handling, static analysis, and more.
Istio is the cool new kid on the service mesh block: it can be deployed without the need for any change on the microservice-side and enhances their communication paths with encryption, resiliency, identity and access management, observability with metrics and traces and policy enforcement. In this lightning talk I'll talk you through an Istio sample application incorporating all major features. The sample will be released on github and will also run on minikube.
Measure and Increase Developer Productivity with Help of Serverless at JCON 2...Vadym Kazulkin
The goal of Serverless is to focus on writing the code that delivers business value and offload everything else to your trusted partners (like Cloud providers or SaaS vendors). You want to iterate quickly and today’s code quickly becomes tomorrow’s technical debt. In this talk we will show why Serverless adoption increases the developer productivity and how to measure it. We will also go through AWS Serverless architectures where you only glue together different Serverless managed services relying solely on configuration, minimizing the amount of the code written.
Containerize Legacy .NET Framework Web Apps for Cloud Migration - ENT201 - Ch...Amazon Web Services
It can be daunting to migrate legacy .NET applications to the cloud. In this session, see how we use Microsoft Visual Studio and the AWS Management Console to demonstrate how to containerize a legacy .NET app with a SQL backend, and then deploy with Amazon ECS. We cover the Docker build and deployment process required to containerize the application, and we use Amazon ECR to host the Docker image.
In this talk I go over how Bankrate leveraged Terraform to go from a company where infrastructure was provisioned via tickets to a team to a company where developers fully own their own infrastructure. No tickets, no paging for help, no bottlenecks - just education and enablement. Interested in hearing the talk? Please reach out!
Advanced Container Security
In this session customers will learn how to leverage the identity and authorisation, network security and secrets management features of the wider AWS platform for their containers. We will also show you how to scan container images for vulnerabilities as part of your CI/CD pipeline.
Jason Umiker, Solutions Architect, Amazon Web Services
Frank Macreery, Aptible CTO, gives Ruby devs an introduction to Docker, simplifying service-oriented architecture, wrapping databases in a uniform API, and achieving the Holy Grail of dev/prod parity.
You have heard about how great infrastructure as code is. But your organization already has existing infrastructure which were created manually and are now active in production - growing to an unmanageable level. How do you manage them all now in code? This talk will cover how we at Samsung R&D Canada did exactly that with Terraform including the lessons we learned along the way.
Listen up, developers. You are not special. Your infrastructure is not a beautiful and unique snowflake. You have the same tech debt as everyone else. This is a talk about a better way to build and manage infrastructure: Terraform Modules. It goes over how to build infrastructure as code, package that code into reusable modules, design clean and flexible APIs for those modules, write automated tests for the modules, and combine multiple modules into an end-to-end techs tack in minutes.
You can find the video here: https://www.youtube.com/watch?v=LVgP63BkhKQ
PuppetConf 2016: Best Practices for Puppet in the Cloud – Randall Hunt, Amazo...Puppet
Here are the slides from Randall Hunt and Andrew Popp's PuppetConf 2016 presentation called Best Practices for Puppet in the Cloud. Watch the videos at https://www.youtube.com/playlist?list=PLV86BgbREluVjwwt-9UL8u2Uy8xnzpIqa
Presented at AI NEXTCon Seattle 1/17-20, 2018
http://aisea18.xnextcon.com
join our free online AI group with 50,000+ tech engineers to learn and practice AI technology, including: latest AI news, tech articles/blogs, tech talks, tutorial videos, and hands-on workshop/codelabs, on machine learning, deep learning, data science, etc..
How to test infrastructure code: automated testing for Terraform, Kubernetes,...Yevgeniy Brikman
This talk is a step-by-step, live-coding class on how to write automated tests for infrastructure code, including the code you write for use with tools such as Terraform, Kubernetes, Docker, and Packer. Topics covered include unit tests, integration tests, end-to-end tests, test parallelism, retries, error handling, static analysis, and more.
Istio is the cool new kid on the service mesh block: it can be deployed without the need for any change on the microservice-side and enhances their communication paths with encryption, resiliency, identity and access management, observability with metrics and traces and policy enforcement. In this lightning talk I'll talk you through an Istio sample application incorporating all major features. The sample will be released on github and will also run on minikube.
Measure and Increase Developer Productivity with Help of Serverless at JCON 2...Vadym Kazulkin
The goal of Serverless is to focus on writing the code that delivers business value and offload everything else to your trusted partners (like Cloud providers or SaaS vendors). You want to iterate quickly and today’s code quickly becomes tomorrow’s technical debt. In this talk we will show why Serverless adoption increases the developer productivity and how to measure it. We will also go through AWS Serverless architectures where you only glue together different Serverless managed services relying solely on configuration, minimizing the amount of the code written.
Containerize Legacy .NET Framework Web Apps for Cloud Migration - ENT201 - Ch...Amazon Web Services
It can be daunting to migrate legacy .NET applications to the cloud. In this session, see how we use Microsoft Visual Studio and the AWS Management Console to demonstrate how to containerize a legacy .NET app with a SQL backend, and then deploy with Amazon ECS. We cover the Docker build and deployment process required to containerize the application, and we use Amazon ECR to host the Docker image.
In this talk I go over how Bankrate leveraged Terraform to go from a company where infrastructure was provisioned via tickets to a team to a company where developers fully own their own infrastructure. No tickets, no paging for help, no bottlenecks - just education and enablement. Interested in hearing the talk? Please reach out!
Advanced Container Security
In this session customers will learn how to leverage the identity and authorisation, network security and secrets management features of the wider AWS platform for their containers. We will also show you how to scan container images for vulnerabilities as part of your CI/CD pipeline.
Jason Umiker, Solutions Architect, Amazon Web Services
Frank Macreery, Aptible CTO, gives Ruby devs an introduction to Docker, simplifying service-oriented architecture, wrapping databases in a uniform API, and achieving the Holy Grail of dev/prod parity.
You have heard about how great infrastructure as code is. But your organization already has existing infrastructure which were created manually and are now active in production - growing to an unmanageable level. How do you manage them all now in code? This talk will cover how we at Samsung R&D Canada did exactly that with Terraform including the lessons we learned along the way.
The tutorial is for navy to Bluemix Openwhisk. I will show you:
1. How to trigger action when Cloudant data changed.
2. Trigger action with curl.
3. Generate trigger event with Node-RED.
There are 3 topics in this slide :
1.Using Node-RED to insert data to dashDB/ Cloudant and query from dashDB/Cloudant.
2. Invoke R in dashDB from Node-RED (Final version. Done!!).
3. Using Alchemy image analysis.
Scaffolding for Serverless: lightning talk for AWS Arlington MeetupChris Shenton
Tools around a sample serverless app to automate the drudgery associated with a project. Testing with pytest and coverage; code smells with flake8; documentation with Sphinx for HTML/ePub output; different deployment environments based on code repo branch (dev, qa, prod, and per-developer); CI/CD pipeline to run all this, including deployment to separate AWS environments. And a simple app with API Gateway, Lambda, S3, DynamoDB.
DCEU 18: Developing with Docker ContainersDocker, Inc.
Laura Frank Tacho - Director of Engineering, CloudBees
Wouldn't it be great for a new developer on your team to have their dev environment totally set up on their first day? What about having the confidence that your dev environment mirrors testing and prod? Containers enable this to become reality, along with other great benefits like keeping dependencies nice and tidy and making packaged code easier to share. Come learn about the ways containers can help you build and ship software easily, and walk away with two actionable steps you can take to start using Docker containers for development.
How to set up an ASP.NET 5 Continuous Delivery Pipeline using IBM Bluemix Dev...Richard Johansson
In this presentation we explain how to set up a complete IBM native tool chain for Continuous Delivery by using the IBM DevOps Services' Build & Deploy feature, also known as the Delivery Pipeline. We develop, build, (by automation) unit test, integration test, load test and deploy an ASP.NET 5 application with a Cloudant NoSQL database to Bluemix.
Wouldn't it be great for a new developer on your team to have their dev environment totally set up on their first day? What about having your CI tests running in the background while you work on new features? What about having the confidence that your dev environment mirrors testing and prod? Containers enable this to become reality, along with other great benefits like keeping dependencies nice and tidy and making packaged code easier to share. Come learn about the ways containers can help you build and ship software easily.
One-Man Ops with Puppet & Friends.
If you're getting started in Amazon AWS here's 7 tools that will help you be successful, a few tips to make your life easier and some common pitfalls to avoid.
Scaleable PHP Applications in KubernetesRobert Lemke
Kubernetes is also called the "distributed Linux of the cloud" – which implies that it provides fundamental infrastructure, which can solve a lot of challenges. Let’s see how PHP applications fit into this picture. In this presentation, we are going to explore when Kubernetes is a good fit for operating your PHP application and how it can be done in practice. We’ll look at the whole lifecycle: how to build your application, create or choose the right Docker images, deploy and scale, and how to deal with performance and monitoring. At the end you will have a good understanding about all the different stages and building blocks for running a PHP application with Kubernetes in production.
Do any VM's contain a particular indicator of compromise? E.g. Run a YARA signature over all executables on my virtual machines and tell me which ones match.
Take your CI to the next level! Learn how to optimize your pipelines for faster and more efficient builds through parallelization, caching, failing early, and more.
CloudLand 2023: Rock, Paper, Scissors Cloud Competition - Go vs. JavaJan Stamer
Wir implementieren "Rock, Paper, Scissors" als Cloud-Anwendung. Das Frontend stellen wir, ihr implementiert das Backend gegen eine vorhandene REST API Definition. Dazu nutzt ihr entweder Go (betreut von Jan Stamer) oder Java (betreut von Lena Grimm). Zum Abschluss tauschen wir die gewonnenen Erfahrungen in einer Fishbowl Session aus.
Die "Rock, Paper, Scissors"-Anwendung fängt klein an wird immer weiter ausgebaut:
Stufe 1: Einfache REST API, über die gegen den Computer gespielt wird. Das Backend wird von Beginn an cloud-native aufgesetzt, gemäß den 12 Prinzipien der "Twelve-Factor-App".
Stufe 2: Wir erstellen ein Spiel, das wir per Link mit einem anderen Spieler teilen. Dazu muss das Backend die laufenden Spiele verwalten. Wir fangen an und halten die Spiele im Hauptspeicher. Danach persistieren wir die Spiele in einer Datenbank. Die Verwaltung der Spiele muss skalierbar und auf den Betrieb in dynamischen Cloud-Umgebungen eingestellt sein.
Stufe 3: Wer noch mehr schafft, kann in Echtzeit gegen andere spielen und bspw. ein Leaderboard mit Highscores umsetzen.
Swift Cloud Workshop - Swift MicroservicesChris Bailey
How to deploy Swift micro-services using Docker and Kubernetes, with scaling, monitoring and fault tolerance using the Kitura server side Swift framework.
Hands on Docker - Launch your own LEMP or LAMP stack - SunshinePHPDana Luther
In this tutorial we will go over setting up a standard LEMP stack for development use and learn how to modify it to mimic your production/pre-production environments as closely as possible. We will go over how to switch from Nginx to Apache, upgrade PHP versions and introduce additional storage engines such as Redis to the equation. We'll also step through how to run both unit and acceptance suites using headless Selenium images in the stack. Leave here fully confident in knowing that whatever environment you get thrown into, you can replicate it and work in it comfortably.
Connect to blumix docker container with puttyJoseph Chang
Should I choose VM or Container? Sometime it makes not different to you.
If you are new to Docker. You can start from the way you familar with to access Docker.
Currently Bluemix VM dosen't provide the Windows VM Image. The slide show you how to get windows VM image from Cloudbase and how to upload it to bluemix VM.
Do you want to connect to your Bluemix VM with Graphic User Interface? In this slide, I will show you how to use VNC Viewer to connect to your Ubuntu VM on Bluemix.
這是一份IBM Bluemix IOT 的入門介紹。 透過Bluemix, 可讓資訊閘道(Intel Galileo )所收集資訊,同歩到雲端,的NoSQL DB, Hadoop File System, Mobile App,Web App,Twitter, e-mail, Twillio SMS, 做為Big Data analysis 的基礎,開發物聯網應用變的如此快速,容易,又便且宜.
看完立馬動手 https://ibm.biz/BdEzTj
The is a quick start guide for using Intel Galileo as a recipe to access blumix. You can also learn how to sent message to Twitter, Cloudant DB with Bluemix IOT.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
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/
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
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.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.