Juniper Networks commissioned Network Test to evaluate its Virtual Chassis technology in Juniper EX8200 modular switches. In this first installment of a two-part project, the focus is Virtual Chassis system performance and scale. A second report will assess the Virtual Chassis technology’s resiliency and high-availability features.
From Nemertes Research: Data center architects need to consider designs that limit complexity and reduce the
possibility of chaotic behavior. Learn more at http://www.juniper.net/us/en/dm/datacenter/
virtualization is the solution to the under utilization problem. And the essence of virtualization is an abstraction layer of software called the Hypervisor.
Webcast: Reduce latency, improve analytics and maximize asset utilization in ...Emulex Corporation
Join Emulex and Myricom experts to learn how to maximize performance in HFT, network security, network analytics and video content delivery environments with Emulex Network Xceleration (NX) solutions.
This webcast will discuss ways of reducing latency, increasing asset utilization and improving network analytics in high performance networks.
From Nemertes Research: Data center architects need to consider designs that limit complexity and reduce the
possibility of chaotic behavior. Learn more at http://www.juniper.net/us/en/dm/datacenter/
virtualization is the solution to the under utilization problem. And the essence of virtualization is an abstraction layer of software called the Hypervisor.
Webcast: Reduce latency, improve analytics and maximize asset utilization in ...Emulex Corporation
Join Emulex and Myricom experts to learn how to maximize performance in HFT, network security, network analytics and video content delivery environments with Emulex Network Xceleration (NX) solutions.
This webcast will discuss ways of reducing latency, increasing asset utilization and improving network analytics in high performance networks.
Marvell Enhancing Scalability Through NIC Switch Independent PartitioningMarvell
Marvell FastLinQ 3400 and 8400 Series 10GbE Adapters Unleash the Power of Data Center Servers
Network interface card (NIC) Switch Independent Partitioning can simplify end-to-end networking by dividing a network controller port into as many as four partitions, enabling dynamic allocation of bandwidth as needed while reducing the total cost of ownership.
Network Configuration Example: Configuring VPLS Pseudowires on MX Series Devi...Juniper Networks
This document includes an overview of dynamic profiles. It highlights what they do, how they work, and how to configure virtual private LAN service (VPLS) pseudowires using dynamic profiles. Example configurations are highlighted at the end.
What are the issues integration in integrating sensor nets and other distributed systems collecting and sharing real time data? How does RTI's Data Distribution Service address the integration needs without sacrificing the real-time collaboration constraints?
Wide area networks (WANs) are used to interconnect multiple data centers, and are an important part of the overall network design strategy. While this document will not discuss backup/recovery...
Avaya Fabric Connect: The Right Foundation for the Software-Defined Data CenterAvaya Inc.
This paper focuses on a specific real-world use case for SDN - the Software-Defined Data Center. It provides Avaya’s perspective on the characteristics of the Software-Defined Data Center and the value of its Fabric Connect technology as the foundation for this solution. It also talks about how combining Avaya Fabric Connect with open-source cloud orchestration capabilities (that are being defined by OpenStack) can enable a graceful migration to the Software-Defined Data Center.
Architectural Options for Metro Carrier-Ethernet Network Buildout: Analysis &...Vishal Sharma, Ph.D.
This workshop is one of the first that we're aware of to give a detailed taxonomy & analysis of deployment options for Carrier Ethernet-based metro/access networks, in one place. We elaborate each option addressing questions like: network architectures possible? Is other supporting technology needed? Or, is it standalone for the applications/services a provider might run, and so on.
Multicloud as the Next Generation of Cloud Infrastructure Brad Eckert
So, what are data center networks really built for? Short answer "applications".
Whether it is a public cloud provider, private enterprise, FSI or telco cloud - the nature of applications across each data center type impose a different set of demands on the underlying network infrastructure. A next-generation architecture is one that is versatile yet modular enough to address these different application needs, whether these are HPC and Big Data, legacy or real-time content. A common architecture goal is for a unified and consolidated network design that can leverage standardized technology attributes and can integrate a versatile workload environment be it high-performance bare metal servers to a microservices enabled container environment. This tutorial is aimed at an in-depth structured understanding of data center business and technical requirements and how EVPN-VXLAN constructs serve as a swiss-knife approach to achieve the same. Practical case study examples that translate theoretical concepts into building blocks for designing and automating multi-tenant data center deployments. Explore how a unified technology solution can help build a network that grows with increasing east-west traffic, seamlessly connects with the backbone for north-south communication while leveraging familiar protocol concepts to achieve security insertion. We will also go over operator issues with traffic optimization, multicast and BUM traffic handling and other common pitfalls. A final step would be to define requirements for a cohesive solution using a centralized controller that enables a data center network operator to leverage the same degree of agility and visibility for both the physical network and the application infrastructure to truly build a software-defined data center.
Shaun Walsh, senior vice president of marketing and corporate development, speaks on this topic at SNW Europe on 10/29/13:
IT is migrating to a new model of computing and business alignment that is not just about the cloud, not just about bring your own device (BYOD), but a new way of thinking about how the building blocks of IT are developed, purchased and assembled to achieve business goals. We will explore the great migrations in the IT world, starting with the new IT strategy (hybrid everywhere), expanding users’ expectations (going beyond instantaneous), new technology models (software defined computing), defining new core building blocks, (everything has to be a platform) and how selling to IT will change (re-definable value vs. ROI positioning). During this presentation, we will look beyond the hype curve and buzzword compliance to identify the most influential IT migrations that will change the way we work, partner and profit for the next decade.
Programmable WAN Networking is SFW (Open Networking Summit version)Juniper Networks
Presentation delivered by David Ward at the Open Networking Summit in October 2011. Details of OpenFlow, New Applications, and how to deliver it to your business. Network engineer & developer focused.
Marvell Enhancing Scalability Through NIC Switch Independent PartitioningMarvell
Marvell FastLinQ 3400 and 8400 Series 10GbE Adapters Unleash the Power of Data Center Servers
Network interface card (NIC) Switch Independent Partitioning can simplify end-to-end networking by dividing a network controller port into as many as four partitions, enabling dynamic allocation of bandwidth as needed while reducing the total cost of ownership.
Network Configuration Example: Configuring VPLS Pseudowires on MX Series Devi...Juniper Networks
This document includes an overview of dynamic profiles. It highlights what they do, how they work, and how to configure virtual private LAN service (VPLS) pseudowires using dynamic profiles. Example configurations are highlighted at the end.
What are the issues integration in integrating sensor nets and other distributed systems collecting and sharing real time data? How does RTI's Data Distribution Service address the integration needs without sacrificing the real-time collaboration constraints?
Wide area networks (WANs) are used to interconnect multiple data centers, and are an important part of the overall network design strategy. While this document will not discuss backup/recovery...
Avaya Fabric Connect: The Right Foundation for the Software-Defined Data CenterAvaya Inc.
This paper focuses on a specific real-world use case for SDN - the Software-Defined Data Center. It provides Avaya’s perspective on the characteristics of the Software-Defined Data Center and the value of its Fabric Connect technology as the foundation for this solution. It also talks about how combining Avaya Fabric Connect with open-source cloud orchestration capabilities (that are being defined by OpenStack) can enable a graceful migration to the Software-Defined Data Center.
Architectural Options for Metro Carrier-Ethernet Network Buildout: Analysis &...Vishal Sharma, Ph.D.
This workshop is one of the first that we're aware of to give a detailed taxonomy & analysis of deployment options for Carrier Ethernet-based metro/access networks, in one place. We elaborate each option addressing questions like: network architectures possible? Is other supporting technology needed? Or, is it standalone for the applications/services a provider might run, and so on.
Multicloud as the Next Generation of Cloud Infrastructure Brad Eckert
So, what are data center networks really built for? Short answer "applications".
Whether it is a public cloud provider, private enterprise, FSI or telco cloud - the nature of applications across each data center type impose a different set of demands on the underlying network infrastructure. A next-generation architecture is one that is versatile yet modular enough to address these different application needs, whether these are HPC and Big Data, legacy or real-time content. A common architecture goal is for a unified and consolidated network design that can leverage standardized technology attributes and can integrate a versatile workload environment be it high-performance bare metal servers to a microservices enabled container environment. This tutorial is aimed at an in-depth structured understanding of data center business and technical requirements and how EVPN-VXLAN constructs serve as a swiss-knife approach to achieve the same. Practical case study examples that translate theoretical concepts into building blocks for designing and automating multi-tenant data center deployments. Explore how a unified technology solution can help build a network that grows with increasing east-west traffic, seamlessly connects with the backbone for north-south communication while leveraging familiar protocol concepts to achieve security insertion. We will also go over operator issues with traffic optimization, multicast and BUM traffic handling and other common pitfalls. A final step would be to define requirements for a cohesive solution using a centralized controller that enables a data center network operator to leverage the same degree of agility and visibility for both the physical network and the application infrastructure to truly build a software-defined data center.
Shaun Walsh, senior vice president of marketing and corporate development, speaks on this topic at SNW Europe on 10/29/13:
IT is migrating to a new model of computing and business alignment that is not just about the cloud, not just about bring your own device (BYOD), but a new way of thinking about how the building blocks of IT are developed, purchased and assembled to achieve business goals. We will explore the great migrations in the IT world, starting with the new IT strategy (hybrid everywhere), expanding users’ expectations (going beyond instantaneous), new technology models (software defined computing), defining new core building blocks, (everything has to be a platform) and how selling to IT will change (re-definable value vs. ROI positioning). During this presentation, we will look beyond the hype curve and buzzword compliance to identify the most influential IT migrations that will change the way we work, partner and profit for the next decade.
Programmable WAN Networking is SFW (Open Networking Summit version)Juniper Networks
Presentation delivered by David Ward at the Open Networking Summit in October 2011. Details of OpenFlow, New Applications, and how to deliver it to your business. Network engineer & developer focused.
Mad Genius Where Do All Those Ideas Come From 2012Mad Genius
This presentation offers helpful insights on the biggest myths of “idea-making”, how to identify the enemies we all have inside that stifle our creative thinking, and proven practices to be your own idea ninja. Presented by Eric Hughes,V.P. Creative Director at Mad Genius, on 2/4/2012 at the 2012 Capital Gains Conference sponsored by AAF Jackson.
Focus on how your email marketing technology can deliver measurable results to your sales process
Presented by Silverpop
http://df2u-fl.eventbrite.com/
Introduction to Agile Project Management and ScrumEric Krock
Brief introduction to Agile Project Management and Scrum covering user stories, story points, use of Fibonacci sequence values for story points, release planning, sprints, capacity, velocity, sprint commit meetings, sprint review meetings, and burndown charts. Explains the importance of returning the product to a potentially shippable state at the end of each sprint to reduce the accumulation of technical debt and keep the assessment of project progress realistic. Summarizes the roles in Scrum of the Product Owner (who writes or facilitates the writing by customers of user stories), the ScrumMaster (who manages the Scrum), and the Team (who do the work). Discusses values and best practices in Agile/Extreme Programming ("XP") values. Explains daily standup meeting in which people share what they did yesterday, what they’re doing today, and any blocking issues they’re encountering. Summarizes common problems with waterfall project management including a serialized process, longer time to market, isolation of developers from customer needs, plans falling out of synch with reality, lack of visibility into rate of progress, features being slashed late in the development cycle to bring in release dates, long time to project completion, late feedback from customers, projects falling behind schedule, and projects missing their market window or being killed before launch. Summaries problems with monolithic product requirements documents including length, lack of readability, disconnection from customer needs, and lack of clarity about which features are for which customers.
Juniper Networks: Virtual Chassis High AvailabilityJuniper Networks
This presentation shares the findings of the second installment of a recent Juniper Networks commissioned Network Test to evaluate its Virtual Chassis technology in Juniper EX8200 modular and Juniper EX4200/EX4500/EX4550 fixed-configuration switches.
In this second installment of a two-part project, the focus is on the reliability and resiliency of Virtual Chassis technology. Part I of this project focused on Virtual Chassis performance and scalability: http://juni.pr/13Zi1Sp. Visit http://juni.pr/dacenSS
to learn more about Juniper’s Data Center solutions.
A Whole Lot of Ports: Juniper Networks QFabric System AssessmentJuniper Networks
Juniper Networks commissioned Network Test to assess the performance, interoperability, and usability of its QFabric System, a converged switch fabric for cloud and large data center applications tested with 1,536 10-Gbit/s Ethernet ports.
Even at this unprecedented scale – by far the largest ever in a public switch test – this project loaded the QFabric System to only one-quarter of its maximum capacity of 6,144 10-Gbit/s Ethernet ports.
Using industry-standard RFC benchmarks representing the most rigorous possible test cases, engineers stress-tested QFabric System performance in terms of unicast and multicast throughput and latency with separate events for Layer 2 and Layer 3 traffic. Engineers also assessed interoperability, a key consideration when adding QFabric technology incrementally into existing data center networks, and evaluated device management.
Marvell 8Gb Fibre Channel Adapter of Choice in Microsoft Hyper-V EnvironmentsMarvell
QLogic 8Gb Adapter from Marvell Outperforms Emulex—QLogic Offers Best Performance and Scalability in Hyper-V Environments
Marvell’s QLogic and the Emulex 8Gb Fibre Channel Adapters were tested with the most current software and firmware available. The test environment assessed IOPS, throughput performance, and scalability in a real-world Hyper-V environment.
To know more visit @ https://www.marvell.com/fibre-channel-adapters-and-controllers/
Dynamic classification in silicon-based forwarding engine environmentsTal Lavian Ph.D.
Current network devices enable connectivity between end systems with support for routing with a defined set of protocol software bundled with the hardware. These devices do not support user customization or the introduction of new software applications. Programmable network devices allow for the dynamic downloading of customized programs into network devices allowing for the introduction of new protocols and network services. The Oplet Runtime Environment (ORE) is a programmable network architecture built on a Gigabit Ethernet L3 Routing Switch to support downloadable services. Complementing the ORE, we introduce the JFWD API, a uniform, platform-independent portal through which application programmers control the forwarding engines of heterogeneous network nodes (e.g., switches and routers). Using the JFWD API, an ORE service has been implemented to classify and dynamically adjust packet handling on silicon-based network devices.
Performance Analysis of VXLAN and NVGRE Tunneling Protocol on Virtual NetworkjournalBEEI
Virtualization is a new revolutionary approach in networking industry, its make possible to build several virtual machine (VM) in one physical hardware. In virtualization practice, one VM might be connected to others, but not all of VM in one environment must be connected due the privacy and security issues. One of the solutions which can address this issue is tunneling protocol. Tunneling protocol is a layer-2-in-layer-3 protocol which can isolate tenant traffic in virtualize environment. This research conducted about the performance of VXLAN and NVGRE tunneling protocol which works on virtualize environment and aims to determine the perfomances of throughput, delay, jitter, and vCPU Usage using variable packet size in range of 128-1514 byte. From the the result, can be conclude that both of tunneling protocol can isolate the traffic between tenant. For the performance result, NVGRE has the highest value of throughput, 771,02 Mbps and the VXLAN got 753,62 Mbps. For the delay NVGRE got 2.24 ms and VXLAN got 2.29 ms. For the jitter, NVGRE has better rate value of 0.361 ms, than VXLAN value of 0.348 ms, and the vCPU usage performance, NVGRE has the highest performance too that value is 60.57%. So on overall performance NVGRE has the better performance than VXLAN.
Performance analysis of container-based networking Solutions for high-perform...IJECEIAES
Recently, cloud service providers have been gradually changing from virtual machine-based cloud infrastructures to container-based cloud-native infrastructures that consider performance and workload-management issues. Several data network performance issues for virtual instances have arisen, and various networking solutions have been newly developed or utilized. In this paper, we propose a solution suitable for a high-performance computing (HPC) cloud through a performance comparison analysis of container-based networking solutions. We constructed a supercomputer-based test-bed cluster to evaluate the serviceability by executing HPC jobs.
Run-Time Adaptive Processor Allocation of Self-Configurable Intel IXP2400 Net...CSCJournals
An ideal Network Processor, that is, a programmable multi-processor device must be capable of offering both the flexibility and speed required for packet processing. But current Network Processor systems generally fall short of the above benchmarks due to traffic fluctuations inherent in packet networks, and the resulting workload variation on individual pipeline stage over a period of time ultimately affects the overall performance of even an otherwise sound system. One potential solution would be to change the code running at these stages so as to adapt to the fluctuations; a near robust system with standing traffic fluctuations is the dynamic adaptive processor, reconfiguring the entire system, which we introduce and study to some extent in this paper. We achieve this by using a crucial decision making model, transferring the binary code to the processor through the SOAP protocol.
Greetings from IGeekS Technologies ….
We were humbled to receive your enquiry regarding your academic project. We assure you to give all kinds of guidance for you to successfully complete your project.
IGeekS Technologies is a company located in Bangalore, India. We have being recognized as a quality provider of hardware and software solutions for the student’s in order carry out their academic Projects. We offer academic projects at various academic levels ranging from graduates to masters (Diploma, BCA, BE, M. Tech, MCA, M. Sc (CS/IT)). As a part of the development training, we offer Projects in Embedded Systems & Software to the Engineering College students in all major disciplines.
Academic Projects
As a part of our vision to provide a field experience to young graduates, we offering academic projects to MCA/B.Tech/BE/M.Tech/BCA students. Normally our way of project guidance will start with in-depth training. Why because unless and until a student know the technology, he cannot implement a project. We designed such courses based on industry requirements.
Placements
Our support never ends with training. We are maintaining a dedicated consulting division with 5 HR executives to assist our students to find good opportunities. Once a student finishes his course and project, immediately we will collect their profiles and will contact with the companies. Since January 2010, more than 450 students got placed with the help of our quality training, project assistance and placement support.
Facilities
• Project confirmation and completion certificate.
• Project base paper, synopsis and PPT.
• In-depth training by industry experts
• Project guidance from experienced people
• Regular seminars and group discussions
• Lab facility
• Good placement assistance
• A CD which contains all the required softwares and materials.
• Lab modules with 100s of examples to improve students programming skills.
Please visit our websites for further information:-
www.makefinalyearproject.com
www.igeekstechnoloiges.com
We look forward to have you in our office for a detailed technical discussion for in-depth understanding of the base paper and synopsis. Our training methodology includes to first prepare the candidates to the relevant technology used in the selected project and then start the project implementation; this gives the candidate the pre-requisite knowledge to understand not only the project but also the code in which the project is implemented.The program concludes by issuing of project completion certificate from our organization.
We attached the proposed project titles for the academic year 2015. Find the attachment. Select the titles we will send the synopsis and base paper...If have any own topic (base paper) pls send us.we will check and confirm the implementation.
We will explain the base paper and synopsis, for technical discussion or admission contact Mr. Nandu-9590544567.
Why Juniper, Driven by Mist AI, Leads the MarketJuniper Networks
While the rest of the industry has started to copy our AIOps Client to Cloud message recently, we understand that others are nowhere close to delivering on the promise of the AI-Driven Enterprise, both in terms of depth of features and breadth of portfolio. Take a look at this SlideShare to truly understand why Juniper, driven by Mist AI, leads the market.
Experiences are everything and Juniper knows this. From when a user engages with an app on their smartphone to when a workload is generated in the cloud to pick up the request, we know that every point of contact along the way impacts the user’s experience, from client to cloud. Learn more about what Juniper has recently announced in this SlideShare!
As much the workforce continues to work remotely, The COVID-19 Pandemic has taught us that the WAN is more important than ever, and troubleshooting it couldn’t be more difficult. Learn how MARVIS & Mist AI simplify the burdensome process of troubleshooting the WAN.
Real AI. Real Results. Mist AI Customer Testimonials.Juniper Networks
See what Juniper customers have to say about how Mist AI has statistically improved the way they run their business. For more information on how Mist AI can improve your network, join us for Transformation Thursdays at: https://www.juniper.net/us/en/forms/ai-driven-demo/
Juniper Networks is introducing the fourth expansion of the AI-driven enterprise to bring artificial intelligence to the LAN, WLAN and now WAN for end-to-end optimization of user experiences and proactive troubleshooting driven by Mist AI.
With the new Juniper Mist WAN Assurance service, customers will receive even better automation and insight in branch locations with AI-driven service level expectations, client-to-cloud event correlation for rapid fault resolution, anomaly detection, and proactive support.
Are you able to deliver reliable experiences for connected devicesJuniper Networks
Here are 5 things you can do with Mist Wired Assurance. With Wired Assurance, you can leverage Juniper EX switch telemetry to enable simpler operations, shorter mean time to repair, and better visibility into end-user experiences for your connected devices, including access points, servers, and IoT endpoints.
It's time to scale way back on those support tickets from your branch users. Security shouldn’t come at the cost of performance. Register now to attend a live demo. You may be eligible to receive a free SRX!
https://www.juniper.net/sdwan-thursdays
Securing IoT at Scale Requires a Holistic ApproachJuniper Networks
Enterprises are moving from small IoT pilots to large-scale
implementations. What are the biggest security
concerns, and how can you overcome them?
Juniper partnered with the IoT Institute to find out. We surveyed 176 technology decision makers and
influencers who have been personally involved in their IoT security strategy and implementations. Here's what the survey found:
We recently conducted a 16-country survey to gauge the appetite for Digital Cohesion. The results suggest business and consumer users see Digital Cohesion as an inevitable, positive societal development.
SDN and NFV: Transforming the Service Provider OrganizationJuniper Networks
As competition increases, service providers must be able to respond quickly to competitive pressures and rapidly evolving customer demands. Learn how NFV and SDN allows service providers to embrace a holistic approach to their business transformation and maximize existing capabilities: http://juni.pr/1JQZYOl
Navigating the Uncertain World Facing Service Providers - Juniper's PerspectiveJuniper Networks
Service providers are facing more and more pressure as customers demand immediacy. Learn how adopting a carrier-grade, open network platform closes the innovation gap to create value for your network. http://juni.pr/1JQZYOl
Network service providers—those with access networks like DSL, cable, or mobile—continue
to face a dual threat: rising operating expenses associated with explosive bandwidth growth
and declining revenues driven by commoditization. A true Telco cloud, featuring automation
and dynamic scalability, becomes a comprehensive delivery platform enabling network service
providers to offer differentiated services that solve their customer’s business demands.
With mobile subscriptions expected to reach 8.5 billion users by the end of 2016, mobile attack surfaces are growing at an alarming rate. Juniper’s SRX5800 is primed for this increase - with speeds up to 2 Tbps the SRX5800 enables customers to inspect more traffic faster. Mobile has met its match. http://juni.pr/1MKBQDu
High performance data center computing using manageable distributed computingJuniper Networks
Terrapin Trading Show Chicago, Thursday, June 4
Andy Bach, FSI Architect, Juniper Networks
Distributed computing concepts (QFX5100-AA)
Scale and performance enhancements (QFX10000 Series)
Automation capabilities (tie in QFX-PFA)
Larry Van Deusen, Director of the Network Integration Business Unit, Dimension Data
Automation
Value Added Partner Services
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.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
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.
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.
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.
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
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.
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
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/
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.
"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.
2. Juniper EX8200 Virtual Chassis Performance Assessment
Executive Summary
Juniper Networks commissioned Network Test to evaluate its Virtual Chassis technology in
Juniper EX8200 modular switches. In this first installment of a two-part project, the focus is
Virtual Chassis system performance and scale. A second report will assess the Virtual
Chassis technology’s resiliency and high-availability features.
Among the highlights of performance testing:
EX8200 Virtual Chassis configurations, when comprised of four member
switches, deliver throughput of up to 2.55 Tbit/s. There is no penalty in moving
between Layer 2 switching and Layer 3 routing, either with IPv4 or IPv6 traffic.
EX8200 Virtual Chassis configurations introduce remarkably consistent
latency across frame sizes, a key consideration in determining enterprise
application performance.
EX8200 Virtual Chassis configurations offer high control- and data-plane
scalability for IP multicast traffic. In these tests, the Virtual Chassis system
forwarded traffic to up to 4,000 multicast groups without dropping a single frame.
EX8200 Virtual Chassis configurations ease the migration path as networks
grow in size without added complexity. Tests show no impact on existing traffic
as additional EX8200 member switches are added to form a larger Virtual Chassis
system.
Introducing EX8200 Virtual Chassis Technology
Virtual Chassis technology allows multiple EX8200 switches to be interconnected to form
one logical entity.
This unified approach has many advantages:
Virtual Chassis technology doubles available bandwidth by using active/active
redundancy instead of the active/passive model used by the spanning tree protocol.
Virtual Chassis technology enhances scalability by adding capacity as needed. A
Virtual Chassis configuration requires just two EX8200 chassis to get started;
network architects can then add chassis as the network grows. There’s no
disruption to existing Virtual Chassis components, and the newly expanded Virtual
Chassis system will continue to appear as one entity to the rest of the network.
2
Virtual Chassis technology simplifies network management by using just one
Page
configuration file for all EX8200 chassis. This reduces the number of network
3. Juniper EX8200 Virtual Chassis Performance Assessment
elements seen by external monitoring and management tools, easing the
management workload.
Virtual Chassis member switches can be deployed across geographically
dispersed locations and still be managed as a single entity. In the second phase of
this project, we plan to demonstrate this capability.
Virtual Chassis technology allows “rightsizing” by combining switches with
different port densities. In all performance tests described here, engineers
combined smaller EX8208 and larger EX8216 switches to form a single logical entity.
Virtual Chassis Terminology
To understand the benefits of Virtual Chassis technology, it helps to begin with key terms:
External Routing Engine (XRE). Juniper EX8200 Virtual Chassis configurations employ an
external routing engine, the XRE200, to handle control-plane tasks such as storing the
Virtual Chassis configuration file; building the Ethernet switching, IPv4 ARP, and IPv6 ND
tables; storing IGMP snooping entries; and building PIM routing tables. A redundant Virtual
Chassis system includes master and backup XREs, which in turn are connected to master
and backup LCC-REs (defined below).
Line Card Chassis (LCC). A Juniper EX8200 chassis, along with its line cards, becomes an
LCC when it joins a Virtual Chassis configuration.
LCC Routing Engines (LCC-REs). When a Juniper EX8200 chassis joins a Virtual Chassis
configuration, its routing engines become LCC-REs. In a fully redundant configuration,
master and backup XREs attach to master and backup LCC-REs in all LCC members of the
Virtual Chassis configuration.
Virtual Chassis Port (VCP). The connection between the XRE and LCC, called a Virtual
Chassis Port, carries Layer 2 and Layer 3 control-plane traffic (noted above in the XRE
definition) as well as Virtual Chassis Control Protocol (VCCP) frames. VCPs carry only
control-plane traffic.
Virtual Chassis Port extension (VCPe). A VCPe is a fabric interconnect between LCCs. It
can carry all the same control-plane traffic as a VCP, and also can forward data-plane traffic.
As described below in the “Methodology and Results” section, engineers did not use VCPe
interconnects in this project in the interest of supplying maximum data-plane bandwidth
for attached devices.
3
Page
4. Juniper EX8200 Virtual Chassis Performance Assessment
Methodology and Results
Figure 1 shows the test bed used for most performance benchmarks described in this
document. The Virtual Chassis system comprised four EX8200 chassis, each equipped with
8-port EX8200-8XS modules, for a total of 256 10-Gbit/s Ethernet switch ports. Redundant
EX8200-XRE200 external routing engines handled control-plane tasks.
The Spirent TestCenter traffic generator/analyzer served as the primary test instrument in
this project. To showcase support for IEEE 802.3ad link aggregation, the Spirent test ports
formed four-member link aggregation groups with Virtual Chassis switch ports. Engineers
configured the system with one Spirent port attached to each of the four EX8200 chassis.
Figure 1: The Juniper EX8200 Virtual Chassis Test Bed
Unicast performance
The EX8200 Virtual Chassis configuration never dropped a frame in any of the unicast
benchmarks. Engineers repeated these unicast throughput and latency tests in three
configurations, using Layer 2 switching, Layer 3 IPv4 static routing, and Layer 3 IPv6 static
routing. In all three cases, throughput was identical.
4
Page
5. Juniper EX8200 Virtual Chassis Performance Assessment
In these tests, the Spirent traffic generator offered frames at rates of up to 2.55 Tbit/s, using
four fully meshed 64-port traffic patterns. For N-way link aggregation connections to a
Virtual Chassis system, Juniper’s recommended configuration is to physically attach one link
aggregation group member to each of N switches. That is the configuration used in these
tests: Each server emulated by the Spirent instrument had 4-way redundancy via links to
four physical switch chassis.
A key objective of this project was to determine the maximum bandwidth available from a
Virtual Chassis system. While it’s possible to construct a traffic pattern that spans multiple
EX8200 switches, such a configuration would be blocking due to oversubscription of links
between switches. Thus, test engineers used the Juniper-recommended configuration with
one connection to each EX8200 comprising the Virtual Chassis system.
As recommended in RFC 2544, the IETF’s foundation methodology for network device
benchmarking, engineers measured throughput using seven standard frame lengths,
ranging from the Ethernet minimum of 64 bytes to the maximum of 1,518 bytes. Engineers
also used two additional lengths often seen in enterprise data centers: 2,176-byte frames
for storage traffic and 9,216-byte jumbo frames for bulk data transfer. To account for minor
clocking differences between the test instrument and the Virtual Chassis system, engineers
configured the Spirent instrument to offer traffic at 99.99 percent of Ethernet line rate.
Figure 2 summarizes results from the unicast throughput tests, comparing actual results
with the theoretical maximum.
5
Page
6. Juniper EX8200 Virtual Chassis Performance Assessment
Figure 2: Juniper EX8200 Virtual Chassis Unicast Throughput
It’s important to note that throughput with Virtual Chassis technology is double the
amount possible with spanning tree protocol. Because spanning tree uses an
active/passive approach to redundancy and loop prevention, one of every two switch ports
is in blocked state and cannot forward traffic. In contrast, Virtual Chassis technology
employs an active/active approach, where all switch ports can forward traffic while still
providing redundancy and preventing traffic loops.
Engineers also measured latency in the unicast performance tests. As specified in RFC 2544,
latency is measured at the throughput rate. Thus, these latency measurements represent
delay under the most stressful possible conditions. If anything, delay under lighter loads
and/or with less stressful traffic patterns (using port pairs instead of fully meshed patterns,
for example) would likely result in lower latency.
Even so, latency is remarkably consistent across frame sizes and test cases. Average
latency is typically 15 microseconds or less in most tests, and never exceeds 20
microseconds except with jumbo frames (where it still remains below 30 microseconds).
Figure 3 presents unicast latency measurements.
6
Page
7. Juniper EX8200 Virtual Chassis Performance Assessment
Figure 3: Juniper EX8200 Virtual Chassis Average Latency
Multicast performance
The EX8200 Virtual Chassis configuration achieved high control- and data-plane
scalability in the multicast tests. In Layer 2 tests, the switches learned 4,000 multicast
groups using IGMPv3 snooping and forwarded traffic to all groups without loss. In Layer 3
tests, the system used a combination of Protocol Independent Multicast-Sparse Mode (PIM-
SM) and IGMPv3, again forwarding all traffic without loss.
A key goal of the multicast performance tests was to demonstrate the same high throughput
in both Layer 2 and Layer 3 scenarios. As shown in Figure 4, the EX8200 Virtual Chassis
system achieved that goal. This figure also compares actual throughput with the theoretical
maximum.
7
Page
8. Juniper EX8200 Virtual Chassis Performance Assessment
Figure 4: Juniper EX8200 Virtual Chassis Multicast Throughput
For the multicast tests, engineers constructed traffic patterns that consisted of four sets of
IGMPv3 multicast source, group (s,g) trees. The Spirent test instrument represented one
multicast transmitter and 63 receiver ports on each EX8200 switch. As noted in the unicast
performance discussion, this is consistent with Juniper’s design recommendation of
attaching one member of each link aggregation group to each physical chassis within the
Virtual Chassis system. Also similar to the unicast tests, engineers configured the Spirent
instrument to offer traffic at 99.99 percent of Ethernet line rate to account for minor
clocking differences between the test instrument and the Virtual Chassis system.
One difference between the Layer 2 and Layer 3 scenarios involved the number of multicast
group addresses involved. In the Layer 2 tests, the Virtual Chassis system learned 4,000
multicast groups via IGMPv3 snooping. In the Layer 3 tests, engineers used 512 multicast
groups while concurrently running switching and routing protocols. The Virtual Chassis
system forwarded traffic at the same rate in both Layer 2 and Layer 3 scenarios.
Engineers also measured multicast latency. Here, as recommended in RFC 3918, the IETF’s
methodology for IP multicast benchmarking, engineers measured latency at the throughput
rate. Latency may be lower under lighter loads and/or with less stressful traffic patterns.
8
Figure 5 presents multicast latency measurements. Latency is slightly higher in the Layer 3
Page
test cases, but only by around 2 microseconds at most, due to the longer code path when
9. Juniper EX8200 Virtual Chassis Performance Assessment
routing multicast traffic. In the vast majority of enterprise networks, a 2-microsecond
difference in latency will not have a meaningful impact on application performance.
Figure 5: Juniper EX8200 Virtual Chassis Multicast Latency
Ease of Migration
As networks grow, more switch ports can be added to a Virtual Chassis system with
no disruption to existing traffic and no added configuration complexity. Network Test
validated the ability to add components to a Virtual Chassis system by running “before” and
“after” tests involving two and four EX8200 chassis. This test had three objectives: First, to
determine the effect on system throughput by the expansion of the Virtual Chassis; second,
to determine what effect, if any, an expansion would have on traffic latency; and finally, to
determine whether configuration complexity increased when adding ports.
In the “before” scenario, the Virtual Chassis system comprised two Juniper EX8216 chassis,
each with 64 10-Gbit/s Ethernet ports. Here, engineers configured Spirent TestCenter to
emulate servers connected to each chassis in two-port link aggregation groups.
9
Page
10. Juniper EX8200 Virtual Chassis Performance Assessment
In this scenario, engineers ran throughput tests similar to those described in the “Unicast
performance” section, offering 64-byte frames in two fully meshed traffic patterns (one per
EX8200 chassis).
As shown in Figure 6, engineers next added two additional EX8208 systems to the Virtual
Chassis configuration, expanding the system size from 128 to 256 10-Gbit/s Ethernet ports,
and repeated the throughput test. This time, traffic consisted of four 64-port fully meshed
patterns, the same setup used in the “Unicast performance” section above. Here, the Spirent
test instrument modeled servers attached with four-member link aggregation groups.
Figure 6: Juniper EX8200 Virtual Chassis Migration
Figure 7 compares bandwidth before and after adding switches to the Virtual Chassis
configuration. Note that bandwidth is exactly double when Virtual Chassis capacity
increases. Further, adding components caused no packet loss or other disruption to
existing flows.
10
Page
11. Juniper EX8200 Virtual Chassis Performance Assessment
Figure 7: Virtual Chassis Ease of Migration: Throughput and Latency
Another consideration beyond throughput is whether the change in network topology
would have any impact on latency.
Figure 7 also compares average latency for 64-byte frames before and after adding switch
ports to the Virtual Chassis system. In the latter scenario, latency actually decreased
slightly, by about 100 nanoseconds, even though the Virtual Chassis system handled
more traffic post-migration. Thus, migrating to a larger Virtual Chassis configuration
did not have an adverse impact on latency. Finally, adding components to a Virtual
Chassis system required only minimal configuration changes, and the entire system
continued to operate as a single logical entity.
Conclusion
These tests validated the high performance and ease of migration of EX8200 Virtual Chassis
technology when used with Juniper EX8200 modular switches. Unicast performance tests
showed zero frame loss and consistent latency, both in Layer 2 switched and Layer 3 routed
scenarios. The same is true for IP multicast traffic, except that the multicast tests also
11
showcased high control-plane scalability. Finally, migration tests demonstrated that adding
switch ports to an existing Virtual Chassis configuration boosts bandwidth with no adverse
Page
impact on latency, and without adding configuration complexity.