I presented it during Dockercon. This talk was all about AI + Docker + IoT. Showcased how Docker app talk to Sensors, GPUs and Camera module and demo'ed how sensors data can be visualized over Grafana dashboard - all running on a IoT Edge device.
GPU Accelerated Virtual Desktop Infrastructure (VDI) on OpenStackBrian Schott
This is a talk presented at the OpenStack DC Meetup #9 of GPU pass-through of an Nvidia GRID K2 card with XenServer, Microsoft Hyper-V, and open source Xen hypervisors. We looked at
Clear Containers is an Open Containers Initiative (OCI) “runtime” that launches an Intel VT-x secured hypervisor rather than a standard Linux container. An introduction of Clear Containers will be provided, followed by an overview of CNM networking plugins which have been created to enhance network connectivity using Clear Containers. More specifically, we will show demonstrations of using VPP with DPDK and SRIO-v based networks to connect Clear Containers. Pending time we will provide and walk through a hands on example of using VPP with Clear Containers.
About the speaker: Manohar Castelino is a Principal Engineer for Intel’s Open Source Technology Center. Manohar has worked on networking, network management, network processors and virtualization for over 15 years. Manohar is currently an architect and developer with the ciao (clearlinux.org/ciao) and the clear containers (https://github.com/01org/cc-oci-runtime) projects focused on networking. Manohar has spoken at many Container Meetups and internal conferences.
GPU Accelerated Virtual Desktop Infrastructure (VDI) on OpenStackBrian Schott
This is a talk presented at the OpenStack DC Meetup #9 of GPU pass-through of an Nvidia GRID K2 card with XenServer, Microsoft Hyper-V, and open source Xen hypervisors. We looked at
Clear Containers is an Open Containers Initiative (OCI) “runtime” that launches an Intel VT-x secured hypervisor rather than a standard Linux container. An introduction of Clear Containers will be provided, followed by an overview of CNM networking plugins which have been created to enhance network connectivity using Clear Containers. More specifically, we will show demonstrations of using VPP with DPDK and SRIO-v based networks to connect Clear Containers. Pending time we will provide and walk through a hands on example of using VPP with Clear Containers.
About the speaker: Manohar Castelino is a Principal Engineer for Intel’s Open Source Technology Center. Manohar has worked on networking, network management, network processors and virtualization for over 15 years. Manohar is currently an architect and developer with the ciao (clearlinux.org/ciao) and the clear containers (https://github.com/01org/cc-oci-runtime) projects focused on networking. Manohar has spoken at many Container Meetups and internal conferences.
DPDK IPSec performance benchmark ~ Georgii TkachukIntel
DPDK IPSec performance benchmark ~ Georgii Tkachuk
IPSec and cryptodev overview and performance numbers by Intel Benchmarking team.
Part of 2 day SDN/NFV/DPDK dev lab
https://www.meetup.com/Out-Of-The-Box-Network-Developers/events/237028223/
The Role of a Network Software Developer in Network TransformationMichelle Holley
What motivates a Network Software Developer is often misunderstood. Since network software cannot be bought and sold like IOS/android apps or like a game on STEAM, they are often taken for granted as cog in the wheel of a large corporation where they execute the projects dictated by corporate strategy. However if one looks at how Networking has evolved over the year, the major transformations can be credited back to individual developers who had the hunger, curiosity and tenacity to try something new and stick to it in the face of opposition. With the advent of SDN/NFV networking is transforming, and Industry is again looking for the next big innovation. In this talk we will give a background of individuals who have helped drive the industry forward, and examples of those who continue to do so even today in their own quiet way.
About the authors: Jerome Tollet is Distinguished Engineer working in the Cisco Chief Technical and Architecture Office (CTAO) with a specific focus on Datacenter / Container Networking, Policy and Security. Jerome is an active member of FD.io. He is leading networking-vpp project as well as other VPP related projects.
Ed Warnicke is a Distinguished Consulting Engineer in the Chief Technology and Architecture Office (CTAO) office at Cisco Systems. He has been working for over a decade in many areas of networking and Open Source. He has been a member of the OpenDaylight TSC since its inception and currently serves as a committer elected member of the OpenDaylight TSC. He is a founding TSC member at ONAP.
Development myshoes and Provide Cycloud-hosted runner -- GitHub Actions with ...whywaita
Talked by https://cnd.connpass.com/event/223825/
re-upload: https://speakerdeck.com/whywaita/development-myshoes-and-provide-cycloudhosted-runner-github-actions-with-your-shoes
What do “Crazy in Love” by Beyonce and the “Xen Project” have in common? They are both 15-year-old hits. Flash forward to today. The Xen Project is used by more than 10 million users, powers some of the largest clouds on the planet, and is starting to build momentum in embedded and safety-conscious market segments. The Xen Project played a key role in developing technologies outside of the hypervisor, like hardware virtualization, and open source security disclosure standards that impact entire industries.
The Xen Project’s success and longevity can be attributed to its flexible architecture, but more importantly to enabling community members to contribute ideas and code, even if they are not core to the project's main use-case. We will share how the project has supported new technologies and ideas (sometimes in the form of failures and sometimes wins) and will derive best practices that may help other projects .
Christian Kniep presented this deck at the 2016 HPC Advisory Council Switzerland Conference.
"With Docker v1.9 a new networking system was introduced, which allows multi-host network- ing to work out-of-the-box in any Docker environment. This talk provides an introduction on what Docker networking provides, followed by a demo that spins up a full SLURM cluster across multiple machines. The demo is based on QNIBTerminal, a Consul backed set of Docker Images to spin up a broad set of software stacks."
Watch the video presentation:
http://wp.me/p3RLHQ-f7G
See more talks in the Swiss Conference Video Gallery:
http://insidehpc.com/2016-swiss-hpc-conference/
Sign up for our insideHPC Newsletter:
http://insidehpc.com/newsletter
About 94% of AI Adopters are planning to use containers in the next 1 year. What’s driving this exponential growth? Faster time to deployment and Faster AI workload processing are the two major reasons. You can use GPUs in big data applications such as machine learning, data analytics, and genome sequencing. Docker containerization makes it easier for you to package and distribute applications. You can enable GPU support when using YARN on Docker containers. In this talk, I will demonstrate how Docker accelerates the AI workload development and deployment over the IoT Edge devices in efficient manner
Quantifying Your World with AI & Docker on the Edge | OSCONF 2020 JaipurAjeet Singh Raina
When Docker, IoT and AI Meet Together....
Highlights:
- Opendatacam is 100% Open Source solution
- Quantifies and tracks moving objects with Live Video Analysis
- Runs on Linux and CUDA GPU enabled hardware
- Runs completely on Docker Containers as well as support K3s.
Read the Full Story - https://collabnix.com/object-detection-with-yolo-using-docker-19-03-on-nvidia-jetson-nano/
Hear me LIVE on 10th October while I talk about Running Docker Container which uses GPU on Jetson Nano for Implementing Object Detection and Analytics.
DPDK IPSec performance benchmark ~ Georgii TkachukIntel
DPDK IPSec performance benchmark ~ Georgii Tkachuk
IPSec and cryptodev overview and performance numbers by Intel Benchmarking team.
Part of 2 day SDN/NFV/DPDK dev lab
https://www.meetup.com/Out-Of-The-Box-Network-Developers/events/237028223/
The Role of a Network Software Developer in Network TransformationMichelle Holley
What motivates a Network Software Developer is often misunderstood. Since network software cannot be bought and sold like IOS/android apps or like a game on STEAM, they are often taken for granted as cog in the wheel of a large corporation where they execute the projects dictated by corporate strategy. However if one looks at how Networking has evolved over the year, the major transformations can be credited back to individual developers who had the hunger, curiosity and tenacity to try something new and stick to it in the face of opposition. With the advent of SDN/NFV networking is transforming, and Industry is again looking for the next big innovation. In this talk we will give a background of individuals who have helped drive the industry forward, and examples of those who continue to do so even today in their own quiet way.
About the authors: Jerome Tollet is Distinguished Engineer working in the Cisco Chief Technical and Architecture Office (CTAO) with a specific focus on Datacenter / Container Networking, Policy and Security. Jerome is an active member of FD.io. He is leading networking-vpp project as well as other VPP related projects.
Ed Warnicke is a Distinguished Consulting Engineer in the Chief Technology and Architecture Office (CTAO) office at Cisco Systems. He has been working for over a decade in many areas of networking and Open Source. He has been a member of the OpenDaylight TSC since its inception and currently serves as a committer elected member of the OpenDaylight TSC. He is a founding TSC member at ONAP.
Development myshoes and Provide Cycloud-hosted runner -- GitHub Actions with ...whywaita
Talked by https://cnd.connpass.com/event/223825/
re-upload: https://speakerdeck.com/whywaita/development-myshoes-and-provide-cycloudhosted-runner-github-actions-with-your-shoes
What do “Crazy in Love” by Beyonce and the “Xen Project” have in common? They are both 15-year-old hits. Flash forward to today. The Xen Project is used by more than 10 million users, powers some of the largest clouds on the planet, and is starting to build momentum in embedded and safety-conscious market segments. The Xen Project played a key role in developing technologies outside of the hypervisor, like hardware virtualization, and open source security disclosure standards that impact entire industries.
The Xen Project’s success and longevity can be attributed to its flexible architecture, but more importantly to enabling community members to contribute ideas and code, even if they are not core to the project's main use-case. We will share how the project has supported new technologies and ideas (sometimes in the form of failures and sometimes wins) and will derive best practices that may help other projects .
Christian Kniep presented this deck at the 2016 HPC Advisory Council Switzerland Conference.
"With Docker v1.9 a new networking system was introduced, which allows multi-host network- ing to work out-of-the-box in any Docker environment. This talk provides an introduction on what Docker networking provides, followed by a demo that spins up a full SLURM cluster across multiple machines. The demo is based on QNIBTerminal, a Consul backed set of Docker Images to spin up a broad set of software stacks."
Watch the video presentation:
http://wp.me/p3RLHQ-f7G
See more talks in the Swiss Conference Video Gallery:
http://insidehpc.com/2016-swiss-hpc-conference/
Sign up for our insideHPC Newsletter:
http://insidehpc.com/newsletter
About 94% of AI Adopters are planning to use containers in the next 1 year. What’s driving this exponential growth? Faster time to deployment and Faster AI workload processing are the two major reasons. You can use GPUs in big data applications such as machine learning, data analytics, and genome sequencing. Docker containerization makes it easier for you to package and distribute applications. You can enable GPU support when using YARN on Docker containers. In this talk, I will demonstrate how Docker accelerates the AI workload development and deployment over the IoT Edge devices in efficient manner
Quantifying Your World with AI & Docker on the Edge | OSCONF 2020 JaipurAjeet Singh Raina
When Docker, IoT and AI Meet Together....
Highlights:
- Opendatacam is 100% Open Source solution
- Quantifies and tracks moving objects with Live Video Analysis
- Runs on Linux and CUDA GPU enabled hardware
- Runs completely on Docker Containers as well as support K3s.
Read the Full Story - https://collabnix.com/object-detection-with-yolo-using-docker-19-03-on-nvidia-jetson-nano/
Hear me LIVE on 10th October while I talk about Running Docker Container which uses GPU on Jetson Nano for Implementing Object Detection and Analytics.
DCSF 19 Accelerating Docker Containers with NVIDIA GPUsDocker, Inc.
Using the NVIDIA Container Runtime, many developers and enterprises have been developing, benchmarking and deploying deep learning (DL) frameworks, HPC and other GPU accelerated containers at scale for the last two years. In this talk, we will go over the architecture of the NVIDIA Container Runtime and discuss our recent close collaboration with Docker. The result of our collaboration with Docker is a seamless native integration of the runtime enabling Docker Engine 19.03 CE and the forthcoming Docker Enterprise release to run GPU accelerated containers. We will also highlight containerized NVIDIA drivers. This new feature eliminates the overhead of provisioning GPU machines and brings GPU support on container optimized operating systems, which either lack package managers for installing software or require all applications to run in containers. In this session, you will learn how GPU accelerated containers can be easily built and deployed through the use of driver containers and native support for GPUs in Docker 19.03. The session will include a demo of running a GPU accelerated deep learning container using the new CLI options in Docker 19.03 and containerized drivers. Running NVIDIA GPU accelerated containers with Docker has never been this easy!
Best practices for optimizing Red Hat platforms for large scale datacenter de...Jeremy Eder
This presentation is from NVIDIA GTC DC on Oct 23, 2018:
https://youtu.be/z5gEUL6dJRI
Corresponding Press Release: https://www.redhat.com/en/about/press-releases/red-hat-nvidia-align-open-source-solutions-fuel-emerging-workloads
Blog: https://www.redhat.com/en/blog/red-hat-and-nvidia-positioning-red-hat-enterprise-linux-and-openshift-primary-platforms-artificial-intelligence-and-other-gpu-accelerated-workloads
Demo Video:
https://www.youtube.com/watch?v=9iVYjA_WJgU
BCON22: oneAPI backend - Blender Cycles on Intel GPUsXavier Hallade
In this session, we shared experiences on how Intel GPUs are supported through oneAPI and detailed how the implementation was done in Cycles.
https://conference.blender.org/2022/presentations/1704/
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2023/07/a-new-open-standards-based-open-source-programming-model-for-all-accelerators-a-presentation-from-codeplay-software/
Charles Macfarlane, Chief Business Officer at Codeplay Software, presents the “New, Open-standards-based, Open-source Programming Model for All Accelerators” tutorial at the May 2023 Embedded Vision Summit.
As demand for AI grows, developers are attempting to squeeze more and more performance from accelerators. Ideally, developers would choose the accelerators best suited to their applications. Unfortunately, today many developers are locked into limited hardware choices because they use proprietary programming models like NVIDIA’s CUDA. The oneAPI project was launched to create an open specification and open-source software that enables developers to write software using standard C++ code and deploy to GPUs from multiple vendors.
OneAPI is an open-source ecosystem based on the Khronos open-standard SYCL with libraries for enabling AI and HPC applications. OneAPI-enabled software is currently deployed on numerous supercomputers, with plans to extend into other market segments. OneAPI is evolving rapidly and the whole community of hardware and software developers is invited to contribute. In this presentation, Macfarlane introduces how oneAPI enables developers to write multi-target software and highlights opportunities for developers to contribute to making oneAPI available for all accelerators.
Webinar: Building Embedded Applications from QtCreator with DockerBurkhard Stubert
I show how QtCreator builds an embedded application against a Qt SDK encapsulated in a Docker container. QtCreator doesn't know which Yocto version was used for building the Qt SDK and which environment variables must be set for the SDK. QtCreator forwards the CMake calls for configuring, building and staging the application to the container, which executes these calls in the right environment.
Build and run embedded apps faster from qt creator with dockerQt
Have you ever considered, what it would require to use containers to build and deploy applications to embedded targets?
Of course, you have! So, in this webinar, Burkhard Stubert will show you how to replace cross-building your application in a Docker container, stopping the application on the target system, copying the application from your PC to the target system, and starting the application on the target system with… just clicking a button.
Speakers:
- Burkhard Stubert, Solopreneur, Embedded Use
- Tino Pyssysalo, Senior Product Manager, The Qt Company
Cloud-Größen wie Google, Twitter und Netflix haben die Kernbausteine ihrer Infrastruktur quelloffen verfügbar gemacht. Das Resultat aus vielen Jahren Cloud-Erfahrung ist nun frei zugänglich, und jeder kann seine eigenen Cloud-nativen Anwendungen entwickeln – Anwendungen, die in der Cloud zuverlässig laufen und fast beliebig skalieren. Die einzelnen Bausteine wachsen zu einem großen Ganzen zusammen, dem Cloud-Native-Stack. In dieser Session stellen wir die wichtigsten Konzepte und aktuellen Schlüsseltechnologien kurz vor. Anschließend implementieren wir einen einfachen Microservice mit .NET Core und Steeltoe OSS und bringen ihn zusammen mit ausgewählten Bausteinen für Service-Discovery und Konfiguration schrittweise auf einem Kubernetes-Cluster zum Laufen. @BASTAcon #BASTA17 @qaware #CloudNativeNerd
https://basta.net/microservices-services/cloud-native-net-microservices-mit-kubernetes/
Docker and Cloud - Enables for DevOps - by ACA-ITStijn Wijndaele
DevOps is gericht op het tot stand brengen van een cultuur binnen organisaties waardoor het ontwikkelen, valideren en releasen van software sneller, meer betrouwbaar en frequenter kan verlopen. Om dit te realiseren staan het automatiseren van het 'software delivery process' en de bijhorende infrastructurele veranderingen centraal. Door de opkomst van 'Microservice Architecture' neemt het belang hiervan nog verder toe.
Sprekers: Stijn Van den Enden & Stijn Wijndaele (ACA IT-Solutions) DevOps is gericht op het tot stand brengen van een cultuur binnen organisaties waardoor het ontwikkelen, valideren en releasen van software sneller, meer betrouwbaar en frequenter kan verlopen. Om dit te realiseren staan het automatiseren van het 'software delivery process' en de bijhorende infrastructurele veranderingen centraal. Door de opkomst van 'Microservice Architecture' neemt het belang hiervan nog verder toe.
In deze avondconferentie werd, na een korte toelichting over DevOps, nagegaan wat Docker en de Cloud kunnen betekenen voor uw business, en hoe zij als enablers kunnen dienen voor het tot stand brengen van een DevOps-cultuur. Het container-landschap waarvan tools zoals Kubernetes, Docker Swarm, ...een belangrijk onderdeel vormen, wordt toegelicht en er wordt ingegaan op de wijze waarop deze tools aangewend kunnen worden om 'development' en 'operations' efficiënt te laten samenwerken.
GCP - Continuous Integration and Delivery into Kubernetes with GitHub, Travis...Oleg Shalygin
Kubernetes provides an automated platform to deployment, scaling and operations of applications across a cluster of hosts. Complementing Kubernetes with a series of build scripts in conjunction with Travis-CI, GitHub, Artifactory, and Google Cloud Platform, we can take code from a merged pull request to a deployed environment with no manual intervention on a highly scaleable and robust infrastructure.
Amazon Web Services The Hague Meetup group, "Aws Deployment Tools - Overview, Details, Implementation" presentation. We've talked about AWS CodePipeline, CodeCommit, CodeBuilt and CodeDeploy.
#olindata #sentia
Blog post for detailed explanation and codes.
http://www.sentialabs.io/2018/08/20/AWS-Deployment-Tools.html
Similar to Delivering Container-based Apps to IoT Edge devices (20)
Presented Keynotes last weekend to Collabnix Community . Talk about trending topics, Kubernetes Statistics and community growth. It was fun talking about how exciting the community is and where are we heading next to.
IoET Conference is run by IoET Planet which is purely a collaborative platform. IoET Planet is an innovative platform to bring people together for the first time under a single umbrella in order to learn, collaborate and contribute.
It is an open community dedicated to IoT Research, innovation and applications. Today it is a blogging site & covers a wide range of topics, from embedded systems to data analytics and machine learning implementation, having the objective of enabling a vast array of services in areas like e-health, mobility, energy, manufacturing and agriculture, just to cite a few examples. These topics are coming from the community users and open for industry experts, IoT enthusiast and DevOps Engineers.
OSCONF is a platform built to connect & bring all leading Meetup communities, Cloud native experts, Evangelists & DevOps together under one roof. It is a non-profit community event which allows you to interact with community leaders, ambassadors & open community contributors.
Accelerate Your Automation Testing Effort using TestProject & Docker | Docker...Ajeet Singh Raina
Accelerate Your Test Automation using TestProject & Docker
A recording of a live webinar hosted on May 17th, 2020 - Learn from Docker Captain Ajeet Singh Raina how you can leverage TestProject Agents running in Docker containers, easily setup virtual labs & run tests in parallel.
- Introduction to TestProject
- Why TestProject for Automation?
- A Brief about TestProject Agents
- Why Docker?
- Why run TestProject Agents inside Docker containers?
- Live Demo
- Game with Prizes!
The Year 2020 is going to be super exciting for "Developers". As rightly stated by Scott Johnston, Chief Product Officer, Docker. Inc "Addressing the needs of developers has been core to Docker since its inception. Developers want the freedom to choose their own tools, the flexibility to quickly try new technologies and the ability to deploy their applications anywhere, independent of the underlying infrastructure,” Going forward, Docker Inc is going to focus on Docker Desktop, Docker Hub & Docker Compose's roles in the developer workflow for modern apps. Docker will be investing in expanding cloud services to enable developers to quickly discover technologies for use when building applications, to easily share these apps with teammates and the community, and to run apps frictionlessly on any Kubernetes endpoint, whether locally or in the cloud.
This year starting Jan 18th, Docker Bangalore Meetup community kickstarted 2020 with really exciting topics around Docker, Kubernetes & latest announcement from Kubecon.
Links to get Started with Docker/Kubernetes:
Collabnix - https://collabnix.com
DockerLabs - http://dockerlabs.collabnix.com
Kubelabs - http://kubelabs.collabnix.com
Kubetools - http://kubetools.collabnix.com
Gopherlabs - http://gopherlabs.collabnix.com
#Docker #Kubernetes #dockerlabs #cloudnative
Collabnix Community conduct webinar on regular basis. Swapnasagar Pradhan, an engineer from VISA delivered a talk on Traefik this January 11th 2020. Check this out.
I presented these slides during Docker Bangalore Meetup which happened on 23-Nov in DellEMC in Bangalore. These slides talks about the recent acquisition of Docker Enterprise by Mirantis and talks about what Docker is going to focus next on.
Prashansa Kulshrestha is currently pursuing B. Tech in Computer Science with Specialization in Cloud Computing and Virtualization Technology at UPES, Dehradun. She is Red Hat OpenShift Certified Engineer as well as RHCE too. She has experience working on Docker, Docker Compose & Docker Swarm. She is an active contributor of Docker Labs. She is expert in Python and well acquainted with AWS.
She recently implemented Log analytics tool using Elastic Stack and Docker and want to share her learning and experience with Collabnix Community.
Simplifying Real Time Data Analytics with Docker, IoT & CloudAjeet Singh Raina
Last Thursday, I travelled to Dehradun(around 1500 miles) for 1 day session on " The Pico project" as well as Docker workshop on Raspberry Pi. It was an amazing experience where I got chance to interact with the University students for the first time.
Well received presentation by Docker Bangalore Community members on Docker , IoT & Amazon Rekognition System. Presented to 400+ audience with a demo around Pico.
Collabnix Slack Channel accomodates around 1300+ members and conducted the first online webinar. One of Dockerlabs contributor "Balasundaram Natarajan" talked around Demystifying Docker & Kubernetes Networking.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
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.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
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.
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.
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.
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
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/
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
2. - Docker Captain
- ARM Innovator
- Author @ collabnix.com
- Docker Community Leader
- DevRel at Redis Labs
- Worked in Dell, VMware & CGI
About Me
Ajeet Singh Raina
3. - The Rise of Docker for AI
- Autonomous Robotic Platform
- Docker on IoT Edge
- IoT Edge Sensor Analytics
- Real-time video analytics
- Real-time Crowd Mask detection
Agenda
4.
5. Around 94% of AI Adopters are using or plan to
use containers within 1 year time.
Source: 451 Research
6. A Food Delivery Robot
- An autonomous robot system
- Camera
- Sensors
- GPS
- NVIDIA Jetson TX2
A Food Delivery Robot
- An autonomous robot system
- Camera
- Sensors
- GPS
- NVIDIA Jetson board
8. But how shall I build app for such
robotic platform in a faster pace?
9.
10.
11. Docker on NVIDIA Jetson Nano
Build on Open Source
● Install the latest version of Docker
curl https://get.docker.com | sh
&& sudo systemctl --now enable docker
● Setting NVIDIA Container Toolkit
distribution=$(. /etc/os-release;echo $ID$VERSION_ID)
&& curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey | sudo apt-key add -
&& curl -s -L https://nvidia.github.io/nvidia-docker/$distribution/nvidia-docker.list | sudo tee
/etc/apt/sources.list.d/nvidia-docker.list
● Install nvidia-docker2 package
$ sudo apt-get install -y nvidia-docker2
$ sudo systemctl restart docker
● Running Ubuntu ARM container
docker run -it arm64v8/ubuntu /bin/bash
12. Docker access to NVIDIA GPU
Build on Open Source
● Pre-requisite
$ apt-get install nvidia-container-runtime
● Expose GPU for use
$ docker run -it --rm --gpus all ubuntu nvidia-smi
● Specify the GPUs
$ docker run -it --rm --gpus
device=GPU-3a23c669-1f69-c64e-cf85-44e9b07e7a2a ubuntu
nvidia-smi
● Set NVIDIA capabilities
$ docker run --gpus 'all,capabilities=utility' --rm
ubuntu nvidia-smi
13. Enabling GPU access with Compose
Build on Open Source
● Compose services can define GPU device reservations
services:
test:
image: nvidia/cuda:10.2-base
command: nvidia-smi
deploy:
resources:
reservations:
devices:
- driver: nvidia
count: 1
capabilities: [gpu, utility]
ia-smi
● Specify the GPUs
$ docker-compose up
Creating network "gpu_default" with the default driver
Creating gpu_test_1 ... done
Attaching to gpu_test_1
test_1 |
+-----------------------------------------------------
------------------------+
test_1 | | NVIDIA-SMI 450.80.02 Driver Version:
450.80.02 CUDA Version: 11.1 |
test_1 |
|-------------------------------+---------------------
-+----------------------+
======================================================
==============|