System Center 2012 SP1 Virtual Machine Manager provides:
1) Enhanced capabilities for automating bare metal deployment and configuring logical networks.
2) Improved storage allocation and management including support for VHDX and SMB 3.0 file shares.
3) Extended cloud abstractions allowing for standardized application deployment and tenant administration in software-defined private clouds.
Cluster ist die Basis für die Private Cloud. In dieser Session lernen Sie die Erweiterungen der Cluster Services kennen, wie Cluster Shared Volumes, Cluster-Aware Updating und VM-Cloning und -Monitoring. Nach der Session können Sie die neuen Möglichkeiten einschätzen und das Potenzial für Ihr Unternehmen bestimmen.
Windows Server 2012 introduceert het gebruik van Storage Pools. Hiermee kunt u zowel USB, externe als interne harde schijven in een Storage Pool plaatsen. Vanuit deze pool kunt u vervolgens zoveel virtuele schijven maken als u nodig heeft. Dit zijn in feite VHD bestanden zoals deze ook al door HyperV gebruikt werden. Server 2012 ondersteunt de RAID versies 0,1 en 5. Wilt u flexibiliteit en file redundancy, zonder een duur SAN aan te hoeven schaffen, dan is deze feature is voor u!
Cluster ist die Basis für die Private Cloud. In dieser Session lernen Sie die Erweiterungen der Cluster Services kennen, wie Cluster Shared Volumes, Cluster-Aware Updating und VM-Cloning und -Monitoring. Nach der Session können Sie die neuen Möglichkeiten einschätzen und das Potenzial für Ihr Unternehmen bestimmen.
Windows Server 2012 introduceert het gebruik van Storage Pools. Hiermee kunt u zowel USB, externe als interne harde schijven in een Storage Pool plaatsen. Vanuit deze pool kunt u vervolgens zoveel virtuele schijven maken als u nodig heeft. Dit zijn in feite VHD bestanden zoals deze ook al door HyperV gebruikt werden. Server 2012 ondersteunt de RAID versies 0,1 en 5. Wilt u flexibiliteit en file redundancy, zonder een duur SAN aan te hoeven schaffen, dan is deze feature is voor u!
VMware vCenter Infrastructure Navigator is an application awareness plug-in to vCenter Server, and provides continuous dependency mapping of applications. Infrastructure Navigator offers application context to the virtual infrastructure administrators to monitor and manage the virtual infrastructure inventory objects and actions. Administrators can use Infrastructure Navigator to understand the impact of change on the virtual environment in their application infrastructure. Infrastructure Navigator helps virtual infrastructure administrators perform the following tasks:
Make accurate first-level triage to help either eliminate the problem or associate the problem with the virtual infrastructure when business service users report problems.
Assess change impact. Manage and communicate virtual infrastructure issues for critical applications.
Understand the application and business impact of changes to the virtual infrastructure on applications.
Trystakc.cn was announced in OpenStack Summit San Diego 2012(www.slideshare.net/openstack/trystack-introfinalpdf
).It was a Non-profit OpenStack community projects.
By Stackers, for stackers.Experience the latest OpenStack features.
Welcoming contributions and feedback, Join the fun !
Compact, high-performing servers and streamlined software are a necessity for any data center that provides multi-tier hosted Web solutions, cloud services, or other scale-out implementations. Customers need quick access to Web applications that power their business, and the databases that power those Web applications. In our tests, we found that the Dell PowerEdge C6220 server with an open-source LAMP software stack was able to complete up to 38,793 orders per minute for one Web site, 79,759 orders per minute for two Web sites, and 119,758 orders per minute for four Web sites – all while providing the flexibility, efficiency, and maintenance features that large-scale deployments require.
The glideinWMS approach to the ownership of System Images in the Cloud WorldIgor Sfiligoi
Presentation at CLOSER 2012.
Scientific communities that are accustomed to use Grid resources are now considering the use of Cloud resources. However, moving from the Grid to the Cloud brings along the need for the creation and maintenance of the system image used to configure the provisioned resources, and this presents both opportunities and problems for the users. The impact is especially interesting in the context of glideinWMS due to its layered architecture. This presentation describes the various options available to the glideinWMS project team, their advantages and disadvantages, and explains why one of them is to be preferred.
Closer web page: http://closer.scitevents.org/
Prairie DevCon-What's New in Hyper-V in Windows Server "8" Beta - Part 2Damir Bersinic
This is the second of a 2-part series delivered at Prairie DevCon in Calgry on March 15. 2012. The sessions provided a quick overview of the new features of Hyper-V in Windows Server "8" Beta and how these compare to VMware vSphere 5.
Leveraging Open Source Integration with WSO2 Enterprise Service BusWSO2
This presentation at the AFITC 2009 (Air Force Information Technology Conference, August 24 - 27, 2009), Montgomery, Alabama by Sumedha Rubasinghe covered how you can deploy enterprise integration faster and easier with the WSO2 ESB.
IBM System z - zEnterprise a future platform for enterprise systemsIBM Sverige
July 22. 2010 changed the world of enterprises with consolidated systems. Hear more about IBM's technological break through within System z, which can simplify and optimize your systems further and create greater business value. Talare: Jørgen R Andersen, Nordic Regional Manager System z, IBM DK och Ray Jones, VP WW SW System z, IBM US. Denna presentation hölls vid ett seminariepass för System Z på IBM Software Day 2010.
Learn about IBM PowerVM Virtualization Introduction and Configuration. PowerVM is a combination of hardware, firmware, and software that provides CPU, network, and disk virtualization.This publication is also designed to be an introduction guide for system administrators, providing instructions for tasks like Configuration and creation of partitions and resources on the HMC,Installation and configuration of the Virtual I/O Server, creation and installation of virtualized partitions. For more information on Power Systems, visit http://ibm.co/Lx6hfc.
Visit http://on.fb.me/LT4gdu to 'Like' the official Facebook page of IBM India Smarter Computing.
Slides from "Spring Java Web Apps to the Cloud" webinar, demonstrates how to take your Spring and Java web apps and deploy them to the CloudBees RUN@cloud platform and Ryan Campbell (Architect DEV@cloud) takes these deployed applications and ties them into DEV@cloud's Jenkins as a Service and sets up a continuous deployment environment.
Interruptor crepuscular y de movimiento microcontrolado documentado paso a paso.
Este documento te enseña a crear un dispositivo electrónico con un circuito capaz de encender la luz al caer la noche y de apagarla al salir el sol.
Es un proyecto pensado para cualquier tipo de uso, ya sea el poder tener luz de un lado al otro de una casa sin necesidad de tocar el interruptor, hasta el activado de una alarma en caso de detección de intrusos.
VMware vCenter Infrastructure Navigator is an application awareness plug-in to vCenter Server, and provides continuous dependency mapping of applications. Infrastructure Navigator offers application context to the virtual infrastructure administrators to monitor and manage the virtual infrastructure inventory objects and actions. Administrators can use Infrastructure Navigator to understand the impact of change on the virtual environment in their application infrastructure. Infrastructure Navigator helps virtual infrastructure administrators perform the following tasks:
Make accurate first-level triage to help either eliminate the problem or associate the problem with the virtual infrastructure when business service users report problems.
Assess change impact. Manage and communicate virtual infrastructure issues for critical applications.
Understand the application and business impact of changes to the virtual infrastructure on applications.
Trystakc.cn was announced in OpenStack Summit San Diego 2012(www.slideshare.net/openstack/trystack-introfinalpdf
).It was a Non-profit OpenStack community projects.
By Stackers, for stackers.Experience the latest OpenStack features.
Welcoming contributions and feedback, Join the fun !
Compact, high-performing servers and streamlined software are a necessity for any data center that provides multi-tier hosted Web solutions, cloud services, or other scale-out implementations. Customers need quick access to Web applications that power their business, and the databases that power those Web applications. In our tests, we found that the Dell PowerEdge C6220 server with an open-source LAMP software stack was able to complete up to 38,793 orders per minute for one Web site, 79,759 orders per minute for two Web sites, and 119,758 orders per minute for four Web sites – all while providing the flexibility, efficiency, and maintenance features that large-scale deployments require.
The glideinWMS approach to the ownership of System Images in the Cloud WorldIgor Sfiligoi
Presentation at CLOSER 2012.
Scientific communities that are accustomed to use Grid resources are now considering the use of Cloud resources. However, moving from the Grid to the Cloud brings along the need for the creation and maintenance of the system image used to configure the provisioned resources, and this presents both opportunities and problems for the users. The impact is especially interesting in the context of glideinWMS due to its layered architecture. This presentation describes the various options available to the glideinWMS project team, their advantages and disadvantages, and explains why one of them is to be preferred.
Closer web page: http://closer.scitevents.org/
Prairie DevCon-What's New in Hyper-V in Windows Server "8" Beta - Part 2Damir Bersinic
This is the second of a 2-part series delivered at Prairie DevCon in Calgry on March 15. 2012. The sessions provided a quick overview of the new features of Hyper-V in Windows Server "8" Beta and how these compare to VMware vSphere 5.
Leveraging Open Source Integration with WSO2 Enterprise Service BusWSO2
This presentation at the AFITC 2009 (Air Force Information Technology Conference, August 24 - 27, 2009), Montgomery, Alabama by Sumedha Rubasinghe covered how you can deploy enterprise integration faster and easier with the WSO2 ESB.
IBM System z - zEnterprise a future platform for enterprise systemsIBM Sverige
July 22. 2010 changed the world of enterprises with consolidated systems. Hear more about IBM's technological break through within System z, which can simplify and optimize your systems further and create greater business value. Talare: Jørgen R Andersen, Nordic Regional Manager System z, IBM DK och Ray Jones, VP WW SW System z, IBM US. Denna presentation hölls vid ett seminariepass för System Z på IBM Software Day 2010.
Learn about IBM PowerVM Virtualization Introduction and Configuration. PowerVM is a combination of hardware, firmware, and software that provides CPU, network, and disk virtualization.This publication is also designed to be an introduction guide for system administrators, providing instructions for tasks like Configuration and creation of partitions and resources on the HMC,Installation and configuration of the Virtual I/O Server, creation and installation of virtualized partitions. For more information on Power Systems, visit http://ibm.co/Lx6hfc.
Visit http://on.fb.me/LT4gdu to 'Like' the official Facebook page of IBM India Smarter Computing.
Slides from "Spring Java Web Apps to the Cloud" webinar, demonstrates how to take your Spring and Java web apps and deploy them to the CloudBees RUN@cloud platform and Ryan Campbell (Architect DEV@cloud) takes these deployed applications and ties them into DEV@cloud's Jenkins as a Service and sets up a continuous deployment environment.
Interruptor crepuscular y de movimiento microcontrolado documentado paso a paso.
Este documento te enseña a crear un dispositivo electrónico con un circuito capaz de encender la luz al caer la noche y de apagarla al salir el sol.
Es un proyecto pensado para cualquier tipo de uso, ya sea el poder tener luz de un lado al otro de una casa sin necesidad de tocar el interruptor, hasta el activado de una alarma en caso de detección de intrusos.
The worlds of Big Data and Enterprise IT are converging, creating new challenges and opportunities for businesses across all industry segments. Join us for this recorded webcast and hear from EMC Isilon’s John Mallory, CTO Americas West, speak about how EMC Isilon scale-out storage solutions can help you manage data more effectively and accelerate your business transformation.
RSA Monthly Online Fraud Report -- February 2014EMC
This report discusses the latest global trends in phishing and cybercrime. In January, phishing losses to global organizations is estimated at $387 million.
Rapid advancements in Digital, Mobile and Social technologies are offering great opportunities for market researchers to collect attitudinal, behavioral and conversational data. In this webinar we would like to help you explore the impact that these technologies can have on your tracking studies and how to integrate them into your projects.
Slides from AIS and Microsoft's half-day session on the recently-announced Windows Azure Infrastructure as a Service (IaaS) offering. After a brief overview of the Azure Platform as a Service (PaaS) model, we will focus on key IaaS concepts. Additionally, we will walk you through a number of scenarios enabled by Azure IaaS and several demonstrations.
Agenda:
Overview of Windows Azure Platform
Azure IaaS
Why IaaS?
IaaS Core Concepts
Supported Applications
Azure Virtual Machines
Disk Mobility
VM export / Import
Availability
Azure Virtual Network
Private cloud infrastructure configure and deploy
In collaboration with IEEE Computer Society, the Cloud Security Alliance and Dell, Microsoft is hosting a 24 Hours in a Private Cloud virtual event
With the Grizzly release of OpenStack comes many new features for Hyper-V and Windows platforms.
This was the work that was done for the Grizzly the release, and get an early preview before the Havana Summit in Portland.
Come and see Grizzly running on Hyper-V and supporting new features such as:
Quantum
Quantum Agent for Hyper-V
VLAN and Routing Support
Cinder
Windows as a Storage Server
Nova
Resize/Cold Migration
HTML5 Canvas/RDP Gateway
Cloudinit functionality for Windows guests.
The Storage Hypervisor: The missing link for the Software Defined Datacenter Virsto Software
The concept of the software-defined datacenter (SDD) is gaining recognition, as IT moves away from infrastructure traditionally defined by hardware toward a more flexible infrastructure built around software and dynamic allocation of resources. In the SDD, all virtualized storage, server, networking and security resources required by an application can be defined by software and provisioned automatically. Virsto’s VM-centric storage hypervisor is purpose built to deliver software-defined storage: the missing link for storage agility, performance and efficiency to realize more agile IT.
XenServer, Hyper-V, and ESXi - Architecture, API, and Coding_Humair_Ahmed_
XenServer, Hyper-V, and ESXi hypervisor comparison in regards to market share, architecture/installation, and APIs/coding. Technical details, demos, and code provided. Visit my blog at http://humairahmed.com/blog/.
Hitchhiker's Guide to Open Source Cloud ComputingMark Hinkle
Imagine it’s eight o’clock on a Thursday morning and you awake to see a bulldozer out your window ready to plow over your data center. Normally you may wish to consult the Encyclopedia Galáctica to discern the best course of action but your copy is likely out of date. And while the Hitchhiker’s Guide to the Galaxy (HHGTTG) is a wholly remarkable book it doesn’t cover the nuances of cloud computing. That’s why you need the Hitchhiker’s Guide to Cloud Computing (HHGTCC) or at least to attend this talk understand the state of open source cloud computing. Specifically this talk will cover infrastructure-as-a-service, platform-as-a-service and developments in big data and how to more effectively take advantage of these technologies using open source software. Technologies that will be covered in this talk include Apache CloudStack, Chef, CloudFoundry, NoSQL, OpenStack, Puppet and many more.
Specific topics for discussion will include:
Infrastructure-as-a-Service - The Systems Cloud - Get a comparision of the open source cloud platforms including OpenStack, Apache CloudStack, Eucalyptus, OpenNebula
Platform-as-a-Service - The Developers Cloud - Find out what tools are availble to build portable auto-scaling applications including CloudFoundry, OpenShift, Stackato and more.
Data-as-a-Service - The Analytics Cloud - Want to figure out the who, what , where , when and why of big data ? You get an overview of open source NoSQL databases and technologies like MapReduce to help crunch massive data sets in the cloud.
Finally you'll get a overview of the tools that can help you really take advantage of the cloud? Want to auto-scale virtual machiens to serve millions of web pages or want to automate the configuration of cloud computing environments. You'll learn how to combine these tools to provide continous deployment systems that will help you earn DevOps cred in any data center.
[Finally, for those of you that are Douglas Adams fans please accept the deepest apologies for bad analogies to the HHGTTG.]
Virtualization technologies - Windows Server 2008 R2 Hyper-Vsolsoft
Slides from Solsoft weekly webinar, Friday 18th March 2011
In this session we discussed:
Introduction to Hyper-V
Hyper-V Features
Licensing
High Availability
Benefits of System Centre Virtual Machine Manager
Integration of Hyper-V with SCVMM
As the invited speaker during Microsoft Technical Partner Community Event @Microsoft KLCC Auditorium , i have presented 3 Key Area: Scalability,Mobility and Delivery High Availabili
This presentation will discuss best practices for designing and building a solid, robust and flexible Hadoop platform on an enterprise virtual infrastructure. Attendees will learn the flexibility and operational advantages of Virtual Machines such as fast provisioning, cloning, high levels of standardization, hybrid storage, vMotioning, increased stabilization of the entire software stack, High Availability and Fault Tolerance. This is a can`t miss presentation for anyone wanting to understand design, configuration and deployment of Hadoop in virtual infrastructures.
Similar to What’s new System Center 2012 SP1, VMM (20)
During this session we will look into Windows 10 for the Enterprise.
Let’s explore the new management capabilities and choices.
Let’s understand the Windows 10 deployment infrastructure and mechanisms.
Let’s discover new Windows 10 features and improvements.
You are eager to learn about Windows 10 and want to gather early-stage info about this exciting Operating System… ?
Well you know what to do! See you there!
Compliance settings, formerly known as DCM, remains one of the often unexplored features in Configuration Manager. During this session we will walk through the new capabilities and improvements of this feature in ConfigMgr 2012, discuss implementation details, and demonstrate how you can start using it to fulfill actual business requirements.
Discover what’s new in Windows 8.1 regarding interface, settings, deployment, security, … How will Windows 8.1 fit in your enterprise? How do you upgrade? All answers are here!
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
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.
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.
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!
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
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.
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
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.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
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.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
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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
3. Why SP1?
Windows Server 2012
Windows Server 2008 R2
System Center 2012 SP1
Microsoft
Virtual Machine Manager Manages Hyper-V Server 2012
Microsoft
Windows Server SQL Server Hyper-V Server 2008 R2
2008 R2
2012 2008 R2
2008 R2 or 2012
4. Agenda
Standardized
Services
Development Delegated
Production
Capacity
Assign dedicated and shared resources
Cloud
Windows Server 2012/2008 Abstraction
R2 Hyper-V,
VMware, Citrix XenServer
Intel, AMD, Configure &
OEM hardware Deploy
Fiber Channel,
iSCSI
6. Configure and Deploy Fabric
COMPUTE STORAGE NETWORK CLUSTER
Deploy your compute Discover, classify, and Abstract your complex Consolidate your fabric
resources, taking them from allocate storage for use by networking infrastructure into elements for use in a private
bare metal to fully deployed the private cloud. Provide the logical networks for cloud cloud.
for your physical and correct storage for use with use. Assign IP, virtual IP, and
virtualization hosts. appropriate access. MAC addresses from pools
and integrate with load
balancers.
8. Automated Bare-Metal Hyper-V Deploy
Download WINPE
Boot from PXE
4
2 Run generic command
execution scripts Host Group
and
WDS server Customize and
configure partitions
domain join
Authorize
PXE boot
3
8
contoso
OOB reboot
5 Host Group
1
Enable Hyper-V
VMM server
Hyper-V server Hyper-V server 9
Download VHD
Inject drivers Bare-metal Hyper-V server Hyper-V server
Hyper-V server Hyper-V server
VHD
server
7
6
Drivers
Library server
Host profile
9. SP1:
Enhanced Bare Metal Deployment
Deep Discovery when running
WinPE
Use Consistent Device Naming (CDN)
Configure Logical switch (single
management construct for multiple
virtual switch instance)
Host vNIC Configuration
Increased #hosts under VMM
management
12. Storage Allocation & Management
Discover storage
Virtual Machine Manager through SMI-S provider
Host Group
Industry Standard API
Create storage
classification pools and
associate with storage
SMI-S
Provider
Allocate storage to
specific host groups
Assign existing LUNs to
hosts and clusters
Create new LUNs from
pool and assign to hosts
and clusters
Gold Silver
13. SP1: Storage
Deploy VM’s with VHDX format
Use of SMB 3.0 file share for stand alone/clustered host
Windows File Server and NAS devices supporting SMB 3.0
SMI-S provider for Microsoft iSCSI target
Compatibility with Synthetic Fiber Channel in the guest
Live Storage Migration
Seamless use of ODX with capable hardware (does not work for VMM lib)
15. VMM 2012: Logical Networks in the Private
Cloud
Standardized
Services
Development
Production
Delegated
Create Logical Networks and assign them to the appropriate Capacity
networking on the hosts
Cloud
DMZ Prod DMZ Prod DMZ Prod Abstraction
Configure and
deploy
Infrastructure
Production
Development
17. Hyper-V Network Virtualization
Blue VM Red VM Blue Network Red Network
Virtualization
Physical Physical
Server Network
Server Virtualization Hyper-V Network Virtualization
Run multiple virtual networks on a
Run multiple virtual servers
on a physical server physical network
Each virtual network has illusion it is
Each VM has illusion it is running as a
physical server running as a physical network
Realized via Windows Server and VMM
24. Create the Private Cloud
Development
Production
Cloud
Abstraction
DMZ Prod DMZ Prod DMZ Prod Logical &
Standardized
Production
Development
25. Enabling Service Providers to Offer
IaaS
Tenant Admins
Provider’s Other
Tenant’s Systems
Apps, Scripts,
Tools
Self-service Users
REST
OData Aggregation Automation
API
Tenant Admins
Tenant’s
Apps, Scripts,
Tools
Self-service Users
26. SP1 : Cloud and User Role Enhancements
• Tenant Admin
Administrator • Manage tenant membership
• Tenant membership ID
Delegated decoupled from AD via Service
Administrator Provider Foundation (SPF)
Tenant
• Increased scale
Administrator
• Self-Service User
28. Standardize Application Deployment :
Service Templates
Service template (Multi-tier applications)
Web tier Application tier Data tier
Scale out & health policy Scale out & health policy Scale out & health policy
IIS Web (IIS) Application server App-
Custom Scripts App (Server Data (SQL) SQL
Web Deploy V) DAC
Packs
HW profile OS profile App profile HW profile OS profile App profile HW profile OS profile App profile
Compute Storage Network
29. SP1 : Services
Service Deployment
Support for Service deployment to untrusted domains and workgroups
Support for Service deployment to disconnected VMs
Application Host
Web Application Host for deploying MS Web Deploy packages to existing
web servers (virtual, physical, farm, clustered)
SQL Server 2012
Complete installation of prepared SQL 2012 instances
30. Agenda
Standardized
Services
Development Delegated
Production
Capacity
Assign dedicated and shared resources
Cloud
Windows Server 2012/2008 Abstraction
R2 Hyper-V,
VMware, Citrix XenServer
Intel, AMD, Configure &
OEM hardware
Deploy
Fiber Channel,
iSCSI
31. System Center 2012, SP1 Virtual Machine Manager –
what platform capabilities did not make it
Networking
Configuring from VMM
Port ACL’s
Promiscuous/Community mode for PVLAN’s
Port Mirroring
Creating teams not connected to a Virtual Switch
Teams inside the guest
Changing DM settings for running VM (sorry, this is stupid!!!)
Hyper-V replica
ODX support for VMM Lib
Deploying File server and Storage spaces