The document summarizes CloudStack architecture plans for the future. It discusses moving to management server clusters per availability zone rather than per region. It also discusses using an object storage system for templates and snapshots rather than a separate NFS server. Finally, it discusses a possible future model where CloudStack manages existing virtualization clusters rather than deploying and managing its own system VMs.
Build clouds the way some of the world’s biggest public and private clouds are built—using CloudStack. This 60-minute webinar with the Cloudstack team will help you gain a better understanding of the CloudStack architecture and feature set.
Build clouds the way some of the world’s biggest public and private clouds are built—using CloudStack. This 60-minute webinar with the Cloudstack team will help you gain a better understanding of the CloudStack architecture and feature set.
Session on CloudStack, intended for new users to CloudStack, provides an overview to varied audience levels information on usages, use cases, deployment and its architecture.
This presentation is the introduction to the monthly CloudStack.org demonstration. The presentation details the latest features in the CloudStack open source project as well as project news. To attend a future presentation, with live demo and Q&A visit:
http://www.slideshare.net/cloudstack/introduction-to-cloudstack-12590733
Deploying Apache CloudStack from API to UIJoe Brockmeier
For most organizations with a large computing footprint, it's not a matter of if you'll need a private cloud - it's when, and what kind. One of the most mature and widely deployed options is Apache CloudStack, a robust, turnkey cloud that includes everything you need to set up a private, public, or hybrid cloud. We'll cover Apache CloudStack from API to UI, and a little of everything in between.
A quick intro to DevCloud the CloudStack sandbox, and how to use CloudMonkey to manage your cloud.
DevCloud is a virtualbox image that contains the CloudStack source code and that is setup to run the storage infrastructure needed by CloudStack plus the networking setup to build the guest network of the VMs. Tiny Linux instances can be started within the Devcloud VM making use of nested virtualization.
This is a perfect setup to discover cloudstack, give demos and test new codes. It is used to test new releases and verify basic functionality. You can run DevCloud on your laptop and then use the command line interface CloudMonkey to make API calls to your DevCloud instance.
This is the perfect complement to the talk on CloudMonkey and shows the basic functionality of a cloud. Instance creation, snapshots, networking, network offering and AWS EC2 compatibility.
Decisions behind hypervisor selection in CloudStack 4.3Tim Mackey
As presented at the 2014 CloudStack Collaboration Conference in Denver (CCCNA14), this deck covers the matrix of functions and features within each supported hypervisor in CloudStack 4.3. This deck forms an excellent reference document for those seeking to provide multi-hypervisor support within their Apache CloudStack based cloud, and for those seeking to determine which feature elements are supported by a given hypervisor.
Cloudstack and Openstack are two of the most popular and successful cloud management platforms (CMP) . In the cloudstack meetup #15, the comparison of these platforms were shared.
Session on CloudStack, intended for new users to CloudStack, provides an overview to varied audience levels information on usages, use cases, deployment and its architecture.
This presentation is the introduction to the monthly CloudStack.org demonstration. The presentation details the latest features in the CloudStack open source project as well as project news. To attend a future presentation, with live demo and Q&A visit:
http://www.slideshare.net/cloudstack/introduction-to-cloudstack-12590733
Deploying Apache CloudStack from API to UIJoe Brockmeier
For most organizations with a large computing footprint, it's not a matter of if you'll need a private cloud - it's when, and what kind. One of the most mature and widely deployed options is Apache CloudStack, a robust, turnkey cloud that includes everything you need to set up a private, public, or hybrid cloud. We'll cover Apache CloudStack from API to UI, and a little of everything in between.
A quick intro to DevCloud the CloudStack sandbox, and how to use CloudMonkey to manage your cloud.
DevCloud is a virtualbox image that contains the CloudStack source code and that is setup to run the storage infrastructure needed by CloudStack plus the networking setup to build the guest network of the VMs. Tiny Linux instances can be started within the Devcloud VM making use of nested virtualization.
This is a perfect setup to discover cloudstack, give demos and test new codes. It is used to test new releases and verify basic functionality. You can run DevCloud on your laptop and then use the command line interface CloudMonkey to make API calls to your DevCloud instance.
This is the perfect complement to the talk on CloudMonkey and shows the basic functionality of a cloud. Instance creation, snapshots, networking, network offering and AWS EC2 compatibility.
Decisions behind hypervisor selection in CloudStack 4.3Tim Mackey
As presented at the 2014 CloudStack Collaboration Conference in Denver (CCCNA14), this deck covers the matrix of functions and features within each supported hypervisor in CloudStack 4.3. This deck forms an excellent reference document for those seeking to provide multi-hypervisor support within their Apache CloudStack based cloud, and for those seeking to determine which feature elements are supported by a given hypervisor.
Cloudstack and Openstack are two of the most popular and successful cloud management platforms (CMP) . In the cloudstack meetup #15, the comparison of these platforms were shared.
1 Introduction at CloudStack Developer Day
1 - Introduction at CloudStack Developer Day
By Alex Huang
Architect, Cloud Platforms Group, Citrix Systems Inc.
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.
Citrix CloudStack - Build Your Own Scalable Infrastructure Cloud with CloudStackRightScale
RightScale Conference Santa Clara 2011: Many companies move to the cloud before they fully understand the complexities of a solid implementation strategy. Public and private clouds each have their benefits and limitations, and it’s imperative to develop a clear roadmap for success that incorporates a best-practices reference architecture. In this session, we’ll share how to architect a hybrid cloud environment as part of your overall cloud strategy, how to achieve multi-cloud interoperability, and how to proactively plan to survive cloud infrastructure outages.
Session presented at the 2nd IndicThreads.com Conference on Cloud Computing held in Pune, India on 3-4 June 2011.
http://CloudComputing.IndicThreads.com
Abstract:“With increasing demand, ever-growing datasets, unpredictable traffic patterns and need for faster response times, “scalable architecture” has become a necessity. Here, we will see how the traditional concepts and best practices for scalability have to be adopted for the cloud. Further, we will go through the unique advantages that Amazon AWS cloud offers for architecting scalable applications. As an architect, you need to identify the components and bottlenecks in your architecture and modify your application to leverage the underlying scalability.
We will cover the following topics:
Scalability principles for the cloud
Leveraging AWS services for application components
Shared nothing architecture
Asynchronous work queues for loosely coupled applications
Database scalability
Tools, connectors and enablers to help build, deploy and monitor your cloud environment
Scalability using Platform-as-a-Service offerings on top of AWS
An example of a horizontally scalable architecture for an enterprise application on Amazon AWS
This talk will act as a primer for a cloud architect to achieve an auto-scalable, highly available, fully-monitored edge-cached application.”
Speaker:
Kalpak Shah is the Founder & CEO of Clogeny Technologies Pvt. Ltd. and guides the overall strategic direction of the company. Clogeny is focused on niche software and product development in cloud computing and scalable applications domains. He is passionate about the ground-breaking economics and technology afforded by the cloud computing platforms. He has been leading and architecting cutting-edge product development across the cloud stack including IaaS, PaaS and SaaS vendors.
He has previously worked at organizations like Sun Microsystems and Symantec in the storage domain primarily distributed and disk filesystems. Kalpak has a Bachelors’ of Engineering degree in computer engineering from PICT, University of Pune.
PPTV is using CloudStack 3.0.2 in its production environment. Currently there are more than 150 hosts, and migrate their apps to cloud everyday (10 host per day). At the end of 2013, there will be more than 1000 hosts in a CloudStack environment.
My talk from BACD http://buildacloud.org workshop in Ghent, Belgium
All videos can be viewed at: http://www.youtube.com/playlist?list=PLb899uhkHRoZZefRW5XmCb8QBcRO7o74E
This is an introductory talk for the workshop, it introduces CloudStack and the community at the Apache Software Foundation, it presents the basic layers of the Cloud IaaS, PaaS, and SaaS and shows how the CloudStack ecosystem addresses all layers. It presents the basic features of cloudstack, networking with a focus on SDN (Software Defined Networking) , storage with a focus on large scale object store (Ceph), a use case with Spotify, a PaaS with Karafe and fuse Fabric, the API using deltacloud which provides the CIMI standard interface and an application integration using the CloudStack API with Activeeon.
This is the perfect complement to the videos on youtube and serves as a introduction to CloudStack.
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.
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.
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
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
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.
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.
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
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.
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
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
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.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...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.
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
2. Users
SS CP Cloud
VR EC2
Stack API Layer
VM VM
Access control
System VM
Framework Orchestration Plug-in
Engine Framework
Event Framework
Resource Management
Plug-ins
Message Bus (for storage,
vSphere XenServer KVM SRX NetScaler Other networking,
Resource Resource Resource Resource Resource Resources hypervisor,
etc.)
3. Future: CloudStack storage
CloudStack
Primary Storage Mgmt Server
• Can be configured zone-wide
• Supports true EBS implementations
AWS-style AWS-style AWS-style
Availability Availability Availability
Zone Zone Zone
Secondary Storage
• No longer needed zone-wide NFS server Object Storage
• Region-wide object store for templates, ISOs
and snapshots
• Templates and ISOs cached in Primary Storage
4. • Apache Foundation project
• Hadoop Core includes:
ᵒ HDFS - Distributed file system derived from Google File System
ᵒ Map/Reduce – Distributed compute engine
• Written in Java
• Runs on Linux, Mac OS/X, Windows, and Solaris
• Optimized for commodity hardware
5. Now: management server clusters, zones, and regions
Region 1 Region 2
Data Data Data Data Data Data
Center Center Center Center Center Center
Primary Standby Primary Standby
Mgmt Mgmt Mgmt Mgmt
Server Server Server DR Server
Cluster
DR Cluster Cluster Cluster
Availability Availability Availability Availability Availability Availability
Zone Zone Zone Zone Zone Zone
Object Storage Object Storage
6. Future: management server cluster per zone
Region 1 Region 2
Data Data Data Data Data Data
Center Center Center Center Center Center
Mgmt Mgmt Mgmt Mgmt Mgmt Mgmt
Server Server Server Server Server Server
Cluster Cluster Cluster Cluster Cluster Cluster
Availability Availability Availability Availability Availability Availability
Zone Zone Zone Zone Zone Zone
Object Storage Object Storage
7. • Implement rigorous state machines for all operations
• Customizable workflow engine
• Enhance plug-in framework
ᵒ Storage plug-in
8. • Stateless, recreatable, and restartable
• CloudStack manages auto-scaling of System VMs
• System VMs may be dedicated (e.g., virtual router) or shared (SSVM
and CPVM)
• Potentially expose System VM framework to 3rd-party VMs?
ᵒ NetScaler VPX
ᵒ User VM
9. S3 API
NFS, CIFS, HDFS,
3rd-Party Object
S3 API VM Store API, …
S3 API VM Object Store
… … … (e.g., NetApp, Hadoop, Cloudian)
S3 API VM
CloudStack Compute Nodes
10. • Clean up access control code
• API servers run as a separate service
ᵒ Running in System VM
11. • Built on message bus
• Treats management server DB as the desired state
• Some downsides:
ᵒ Prevents use of native virt mgmt tools
ᵒ Bugs could cause disastrous results (like stopping/destroying guest VMs)
• An alternative model: CloudStack functions as a virt admin user,
enabling super admin to use native virt mgmt tools
12. Future model
Userh CloudStack
Mgmt Server
vCenter ESXi Cluster
vCenter
Client
Admin XenServer
Cluster
XenCenter
Hyper-V
Systems
Cluster
Center
13. • Register existing virt clusters
• CloudStack must assume any of the underlying networks, storage,
hosts, and VMs can change state any time
• Expose additional virt mgmt capabilities as cloud API
14. Manage existing server virt clusters
CloudStack Region
AWS-style AWS-style AWS-style Existing Existing
Availability Availability Availability Server Virt Server Virt
Zone Zone Zone Clusters Clusters
Object Storage