The document discusses navigating data center architectures, including:
- Juniper offers three data center options (EX Series, QFabric System, and Contrail) which can present confusing alternatives.
- The document outlines four key data center architectures: Virtual Chassis Fabric, IP Fabric, QFabric, and open architectures. It provides details on capabilities and use cases for each.
- Juniper's MetaFabric architecture is presented as a flexible portfolio that spans switching, routing, management, network virtualization, security, and professional services to address customer data center needs.
Slawomir Janukowicz, Juniper Networks
Juniper Day, Praha, 13.5.2015
Jestliže SlideShare nezobrazí prezentaci korektně, můžete si ji stáhnout ve formátu .ppsx nebo .pdf (kliknutím na tlačitko v dolní liště snímků).
Slawomir Janukowicz, Juniper Networks
Juniper Day, Praha, 13.5.2015
Jestliže SlideShare nezobrazí prezentaci korektně, můžete si ji stáhnout ve formátu .ppsx nebo .pdf (kliknutím na tlačitko v dolní liště snímků).
Network Configuration Example: Configuring CoS to Support an MC-LAG on an FCo...Juniper Networks
This NCE provides a step-by-step procedure for configuring class of service (CoS) for Fibre Channel over Ethernet (FCoE) transit switch traffic across a multichassis link aggregation group (MC-LAG) that connects two QFX Series switches.
High-performance 32G Fibre Channel Module on MDS 9700 Directors:Tony Antony
To better serve the new application requirements, Cisco is introducing a New high-performance Analytics ready 32G Fibre Channel Module on MDS 9700 Directors and a new 32G Host Bus Adapter for UCS C-series. The end to end 32G FC support across Cisco DC platforms set new standards for Storage Networking providing customers with choice. Along with this announcement, Cisco is also announcing NVMe over Fabric support on MDS 9000 Series enabling customers to take advantage of the performance and low latency benefits offered by the new technology to scale efficiently in the post-flash environments.
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.
RISC-V and OpenPOWER open-ISA and open-HW - a swiss army knife for HPCGanesan Narayanasamy
To cope with the steaming out of Moore’s law and Dennard’s scaling end, the world of High-Performance Computing is rapidly evolving toward high-throughput architectures with specialized hardware for vectors and tensor operations in conjunction with sophisticated power management subsystems. RISC-V ISA and Open-HW can prove its effectiveness in fostering innovation in the HPC market as it has done in the embedded one. In this talk, I will introduce a set of building blocks for future HPC systems we have been designing at the ETH Zurich and the University of Bologna.
Eliminating SAN Congestion Just Got Much Easier- webinar - Nov 2015 Tony Antony
Today’s storage area networks (SANs) face tremendous pressure from the phenomenal growth of digital information and the need to access it quickly and efficiently. Worldwide data is projected to multiply by an astonishing 1000 percent by 2020. It’s little wonder, then, that storage administrators rank slow drain and related SAN congestion issues as their number-one concern. If not addressed in a timely fashion, these can have a domino effect, even degrading the performance of totally unrelated applications.
Find out how the Cisco Data Center Network Manager tool provides centralized monitoring and reporting of slow drain conditions across your entire fabric, enabling you to easily pinpoint the exact sources of congestion. Discover how these solutions maximize the performance of your existing SAN as we reveal:
•Common causes of slow drain
•Best practices for avoiding congestion
•Tools for Cisco Nexus and MDS switches that speed detection and recovery
•Recent innovations that fully automate resolution
Cloud Network Virtualization with Juniper Contrailbuildacloud
Description: Contrail Technology will be discussed covering architecture, capabilities and use cases. It will be followed by a demonstration on current Contrail implementation on CloudStack/Openstack.
Parantap works as a Sr. Director of Solutions Engineering for Contrail Product within Juniper. Before Juniper, Parantap led the network architecture team for Microsoft Online Services (Windows Azure, MS Bing). Prior to Microsoft, Parantap worked as a core engineering manager for UUNet Technologies building Internet backbones.
OpenStack and OpenContrail for FreeBSD platform by Michał Dubieleurobsdcon
Abstract
OpenStack and OpenContrail network virtualization solution form a complete suite able to successfully handle orchestration of resources and services of a contemporary cloud installations. These projects, however, have been only available for Linux hosted platforms by now. This talk is about a work underway that brings them into the FreeBSD world.
It explains in greater details an architecture of an OpenStack system and shows how support for the FreeBSD bhyve hypervisor was brought up using the libvirt library. Details of the OpenContrail network virtualization solution is also provided, with special emphasis on the lower level system entities like a vRouter kernel module, which required most of the work while developing the FreeBSD version.
Speaker bio
Michal Dubiel, M.Sc. Eng., born 17th of September 1983 in Kraków, Poland. He graduated in 2009 from the faculty of Electrical Engineering, Automatics, Computer Science and Electronics of AGH University of Science and Technology in Kraków. Throughout his career he worked for ACK Cyfronet AGH on hardware-accelerated data mining systems and later for Motorola Electronics on DSP software for LTE base stations. Currently he is working for Semihalf on various software projects ranging from low level kernel development to Software Defined Networking systems. He is mainly interested in the computer science, especially the operating systems, programming languages, networks, and digital signal processing.
Nicolai van der Smagt has been in the business of designing, implementing and running SP networks for over 15 years. He has worked with DOCSIS, DSL and FTTH operators. Nowadays, Nicolai is helping Infradata’s pan-European customers build better access, aggregation and core networks, but his focus is on the data center, SDN, NFV and the whitebox switching revolution. His motto: “Simplicity is sophistication”.
Topic of Presentation: SDN
Language: English
Abstract:
Open source SDN that actually works -today
OpenContrail is an open source (Apache 2.0 licensed) project that provides network virtualization in the data center, using tried and tested open standards. It provides northbound APIs, integrates in Openstack or Cloudstack and is available today!
In this slot we’ll show you the architecture and ideas behind the technology and how OpenContrail enables you to avoid the pitfalls that other (closed) SDN solutions bring. If time permits we’ll also demo the technology.
Higher Speed, Higher Density, More Flexible SAN SwitchingTony Antony
Cisco enhanced storage networking portfolio to grow, consolidate, converge and simplify operations for SMBs, Enterprise and Cloud customers, with industry’s highest port density 16G SAN Director, converged storage offerings, and data centers based on open standards with REST-API’s for programmability. These innovations future-proof storage connectivity for small and large enterprise customers, while preserving current IT operations and knowledge.
Slawomir Janukowicz, Juniper Networks
Juniper Day, Praha, 13.5.2015
Jestliže SlideShare nezobrazí prezentaci korektně, můžete si ji stáhnout ve formátu .ppsx nebo .pdf (kliknutím na tlačitko v dolní liště snímků).
Network Configuration Example: Configuring CoS to Support an MC-LAG on an FCo...Juniper Networks
This NCE provides a step-by-step procedure for configuring class of service (CoS) for Fibre Channel over Ethernet (FCoE) transit switch traffic across a multichassis link aggregation group (MC-LAG) that connects two QFX Series switches.
High-performance 32G Fibre Channel Module on MDS 9700 Directors:Tony Antony
To better serve the new application requirements, Cisco is introducing a New high-performance Analytics ready 32G Fibre Channel Module on MDS 9700 Directors and a new 32G Host Bus Adapter for UCS C-series. The end to end 32G FC support across Cisco DC platforms set new standards for Storage Networking providing customers with choice. Along with this announcement, Cisco is also announcing NVMe over Fabric support on MDS 9000 Series enabling customers to take advantage of the performance and low latency benefits offered by the new technology to scale efficiently in the post-flash environments.
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.
RISC-V and OpenPOWER open-ISA and open-HW - a swiss army knife for HPCGanesan Narayanasamy
To cope with the steaming out of Moore’s law and Dennard’s scaling end, the world of High-Performance Computing is rapidly evolving toward high-throughput architectures with specialized hardware for vectors and tensor operations in conjunction with sophisticated power management subsystems. RISC-V ISA and Open-HW can prove its effectiveness in fostering innovation in the HPC market as it has done in the embedded one. In this talk, I will introduce a set of building blocks for future HPC systems we have been designing at the ETH Zurich and the University of Bologna.
Eliminating SAN Congestion Just Got Much Easier- webinar - Nov 2015 Tony Antony
Today’s storage area networks (SANs) face tremendous pressure from the phenomenal growth of digital information and the need to access it quickly and efficiently. Worldwide data is projected to multiply by an astonishing 1000 percent by 2020. It’s little wonder, then, that storage administrators rank slow drain and related SAN congestion issues as their number-one concern. If not addressed in a timely fashion, these can have a domino effect, even degrading the performance of totally unrelated applications.
Find out how the Cisco Data Center Network Manager tool provides centralized monitoring and reporting of slow drain conditions across your entire fabric, enabling you to easily pinpoint the exact sources of congestion. Discover how these solutions maximize the performance of your existing SAN as we reveal:
•Common causes of slow drain
•Best practices for avoiding congestion
•Tools for Cisco Nexus and MDS switches that speed detection and recovery
•Recent innovations that fully automate resolution
Cloud Network Virtualization with Juniper Contrailbuildacloud
Description: Contrail Technology will be discussed covering architecture, capabilities and use cases. It will be followed by a demonstration on current Contrail implementation on CloudStack/Openstack.
Parantap works as a Sr. Director of Solutions Engineering for Contrail Product within Juniper. Before Juniper, Parantap led the network architecture team for Microsoft Online Services (Windows Azure, MS Bing). Prior to Microsoft, Parantap worked as a core engineering manager for UUNet Technologies building Internet backbones.
OpenStack and OpenContrail for FreeBSD platform by Michał Dubieleurobsdcon
Abstract
OpenStack and OpenContrail network virtualization solution form a complete suite able to successfully handle orchestration of resources and services of a contemporary cloud installations. These projects, however, have been only available for Linux hosted platforms by now. This talk is about a work underway that brings them into the FreeBSD world.
It explains in greater details an architecture of an OpenStack system and shows how support for the FreeBSD bhyve hypervisor was brought up using the libvirt library. Details of the OpenContrail network virtualization solution is also provided, with special emphasis on the lower level system entities like a vRouter kernel module, which required most of the work while developing the FreeBSD version.
Speaker bio
Michal Dubiel, M.Sc. Eng., born 17th of September 1983 in Kraków, Poland. He graduated in 2009 from the faculty of Electrical Engineering, Automatics, Computer Science and Electronics of AGH University of Science and Technology in Kraków. Throughout his career he worked for ACK Cyfronet AGH on hardware-accelerated data mining systems and later for Motorola Electronics on DSP software for LTE base stations. Currently he is working for Semihalf on various software projects ranging from low level kernel development to Software Defined Networking systems. He is mainly interested in the computer science, especially the operating systems, programming languages, networks, and digital signal processing.
Nicolai van der Smagt has been in the business of designing, implementing and running SP networks for over 15 years. He has worked with DOCSIS, DSL and FTTH operators. Nowadays, Nicolai is helping Infradata’s pan-European customers build better access, aggregation and core networks, but his focus is on the data center, SDN, NFV and the whitebox switching revolution. His motto: “Simplicity is sophistication”.
Topic of Presentation: SDN
Language: English
Abstract:
Open source SDN that actually works -today
OpenContrail is an open source (Apache 2.0 licensed) project that provides network virtualization in the data center, using tried and tested open standards. It provides northbound APIs, integrates in Openstack or Cloudstack and is available today!
In this slot we’ll show you the architecture and ideas behind the technology and how OpenContrail enables you to avoid the pitfalls that other (closed) SDN solutions bring. If time permits we’ll also demo the technology.
Higher Speed, Higher Density, More Flexible SAN SwitchingTony Antony
Cisco enhanced storage networking portfolio to grow, consolidate, converge and simplify operations for SMBs, Enterprise and Cloud customers, with industry’s highest port density 16G SAN Director, converged storage offerings, and data centers based on open standards with REST-API’s for programmability. These innovations future-proof storage connectivity for small and large enterprise customers, while preserving current IT operations and knowledge.
Slawomir Janukowicz, Juniper Networks
Juniper Day, Praha, 13.5.2015
Jestliže SlideShare nezobrazí prezentaci korektně, můžete si ji stáhnout ve formátu .ppsx nebo .pdf (kliknutím na tlačitko v dolní liště snímků).
Not all networks are created equal. Brocade Ethernet Fabrics, as joined in the IBM Flex EN4023 embedded switch, revolutionizes by automating and optimizing your network, enabling you to reduce total cost of ownership, not just capital expenses. Lab tests have validated the Opex and Capex advantages of VCS Ethernet Fabrics over traditional networking. Learn how customers have reduced network infrastructure requirements by 25% and increases the networks performance by up to 30%. See how Dynamic Ports on Demand can save hardware costs. Learn the dramatic Operational impact VCS Fabric switches have on decreasing time to deploy the network by 79% and decreasing the time to implement network changes by 85%.
A breakthrough campus core switch that extends intelligence from the edge to the core.
The Aruba 8400 campus core and aggregation switch series provide a game-changing solution, offering a flexible and innovative approach to dealing with the new application, security and scalability demands of the mobile-cloud and IoT era.
Combines a modern, fully programmable OS with carrier-grade hardware, leading performance, and incorporates the industry-first Network Analytics Engine to monitor and troubleshoot network, system, application and security related issues easily.
By enabling faster automation and network insights, the operating system reduces the time spent on manual tasks and addresses current and future demands driven by Mobility and IoT.
Building DataCenter networks with VXLAN BGP-EVPNCisco Canada
The session specifically covers the requirements and approaches for deploying the Underlay, Overlay as well as the inter-Fabric connectivity of Data Center Networks or Fabrics. Within the VXLAN BGP-EVPN based Overlay, we focus on the insights like forwarding and control plane functions which are critical to the simplicity operation of the architecture in achieving scale, small failure domains and consistent configuration. To complete the overlay view on VXLAN BGP-EVPN, we are going to the insides of BGP and its EVPN address-familiy and extend to about how multiple DC Fabric can be interconnected within, either as stretched Fabrics or with true DCI. The session concludes with a brief overview of manageability functions, network orchestration capabilities and multi-tenancy details. This Advanced session is intended for network, design and operation engineers from Enterprises to Service Providers.
CloudSmartz Layer 2 Direct Connect [Factsheet] | Smarter TransformationCloudSmartz
Enjoy on-ramps to the cloud from your premise, your data center or from cloud to cloud. Leverage up to 10Gbps dedicated links accessible in every major metropolitan market. Use any combination of network access points via private line. Interconnect among the services and infrastructure you already own. Deploy your application stack as-is without the complexity of layer 3 networking.
PLNOG 17 - Nicolai van der Smagt - Building and connecting the eBay Classifie...PROIDEA
It seems everybody is talking about SDN. But where are the implementations? Nicolai talks about the intricacies of a successful cloud building project, at eBay Classifieds, and will discuss the implementation of the underlay network, virtualized overlay, hybrid cloud and MPLS integration.
Software-defined networking and network virtualization deliver a completely new operational model that breaks through current physical legacy network barriers, allowing you to evolve to an on-demand IT infrastructure. Join us to see how HPE offers the industry’s broadest portfolio of network virtualization solutions supporting HPE Helion OpenStack; VMware NSX® and NFV use cases, to help transition to an open, standards-based, software-defined infrastructure.
This reference design helps organizations design and configure a small to midsize data center (be¬tween 2 and 60 server racks) at headquarters or a server room at a remote site. You will learn how to configure the data center core, aggregation and access switches for connectivity to the servers and the campus network.
The Avaya Fabric Connect data center design supports high-speed 10 Gbps Ethernet connect-ed servers. The design can easily scale server bandwidth with link aggregation and servers can be connected to one or more switches in order to provide the level of availability required for the services delivered by the host. The design also supports legacy and low traffic servers that need 1 Gbps Ethernet connectivity,
The reference design presented in this guide is based on common network requirements and pro¬vides a tested starting point for network engineers to design and deploy an Avaya data center net¬work. This guide does not document every possible option and feature used to design and deploy networks but instead presents the tested and recommended options that will meet the majority of customer needs.
This design uses Avaya Fabric Connect in order to provide benefits over traditional data center design.
IT departments face several challenges in today’s data center:
· Data center traffic flow is not the same as campus traffic flow. Over 80% of the traffic is east-west, server-to-server, vs. north-south, client-to-server, like in a campus.
· Server virtualization allows a virtual machine or workload to be located anywhere in the physi¬cal data center. Data center networks can make it difficult to extend virtual local area networks (VLANs) and subnets anywhere in the data center.
· Server virtualization means that new services can be brought online in minutes or migrated in real time. Reconfiguring the network to support this is difficult because it can interrupt other services.
· Server virtualization means that the load on a physical box is much higher. Physical servers regularly host 10-50 workloads, driving network utilization well past 1 Gbps.
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.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
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.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
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/
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
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
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.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
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.
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!
3. PROBLEM AND SOLUTION
“With three data center options (EX Series, QFabric System and Contrail), Juniper may present a somewhat
confusing set of alternatives. ” - Magic Quadrant for Data Center Networking
CHALLENGE
MC-LAG vs. VC
QFabric vs. VCF
Overlay?
MC-LAG, CLOS…
OPPORTUNITY
Network Requirements Consistent Design
Output
Describe the four key DC architectures to your customer
Engage them in a conversation about the pros and cons of each
Properly position difference choices, based on customer profile characteristics
4. INDUSTRY TRENDS
Enterprise DC and Cloud
Public Cloud
XaaS
Iaas
Private Cloud
Business
Critical IT
Cloud-enable Campus
ITaas
Vanilla Enterprise
L3 CLOS
Overlay
L3
L3 CLOS
With
Overlay
L2/L3
• Scale out IP fabric
• Small Blast Radius
• Hyper scale multi-tenancy
• Overlay virtual network
• Virtualized IT
• Low scale multi-tenancy
• Consolidated IT
• Converged storage
• Simplified operation
• Simplified network & ops
• Virtualized network services
6. THREE GUIDING PRINCIPLES
Self-healing
Proactive
Event Correlation
Security intelligence
Smart
Easy to buy
Easy to deploy
Easy to operate
Easy to secure
Simple
Embrace standards
Enable choice
Alleviate lock-in
Standard APIs and Signatures
Open
7. 40G OpticsMulti-Silicon Strategy Innovative Systems Innovative Software
QFX Series Switching Q-FABRIC SRX Series SecurityEX & MX Series
Universal SDN Gateway
Virtual Chassis
Fabric
MH
Service Insertion and Chaining
(Security, Caching, NAT, NFV Partners)
DDoS
Secure
Firefly
Perimeter
WebApp
Secure
Network
Director
------------- ORCHESTRATION ------------- ---------- ITSM & APPLICATIONS ---------
FOUNDATION
TECHNOLOGIES
METAFABRIC ARCHITECTURE
UNDERLAY
ARCHITECTURE
OVERLAY
ARCHITECTURE
SERVICE
VIRTUALIZATION
INTEGRATED
MANAGEMENT
VERTICALLY
INTEGRATED
WITH OPEN
TECHNOLOGIES
8. METAFABRIC ARCHITECTURE PORTFOLIO
Flexible building blocks; simple switching fabricsSwitching
Universal data center gateways and VM MobilityRouting
Smart automation, analytics and orchestration toolsManagement
Simple and flexible SDN capabilitiesNetwork Virtualization
Adaptive security to counter DC threatsData center security
Reference architectures and professional servicesSolutions and Services
9. METAFABRIC ARCHITECTURE PORTFOLIO
Flexible building blocks; simple switching fabricsSwitching
Universal data center gateways and VM MobilityRouting
Smart automation, analytics and orchestration toolsManagement
Simple and flexible SDN capabilitiesNetwork Virtualization
Adaptive security to counter DC threatsData center security
Reference architectures and professional servicesSolutions and Services
10. QFX5100 SERIES
QFX5100 Family
10GbE / 40GbE Access Switches
Rich L2/L3, MPLS │ Low latency │ FCoE │ SDN protocols
Any architecture
Hitless operations and user application support
Insight Technology
11. QFX5100 SERIES
ENVIRONMENTAL
• Data Center Airflow
• Reversible Airflow Options
• Redundant Power Supplies
COMMON CHARACTERISTICS
CONTROL+DATA PLANE
• X86 1.5GHz dual-core
• 8GB DRAM + dual 16GB SSD
• Broadcom Trident II ASIC
SOFTWARE
• JunOS Single binary image
• CentOS KVM base system
• Guest VM for 3rd party apps
QFX5100-96S
• 2RU form factor
• 96 ports 1/10Gb SFP+
• 8 ports 40Gb QSFP
QFX5100-24Q
• 1RU form factor
• 24 ports 40Gb QSFP (fixed)
• 8 ports 40Gb QSFP (upgrade)
QFX5100-48S
• 1RU form factor
• 48 ports 1/10Gb SFP+
• 6 ports 40Gb QSFP
12. Challenge
Downtime not acceptable during software
upgrades. Legacy/competitive solutions need the
support of adjacent devices during software
upgrade.
Solution
Topology-independent ISSU – Made possible by
QFX5100’s unique software architecture.
Benefits
No traffic loss during upgrades
No port flap during upgrades
Works in any switching architecture
TOPOLOGY INDEPENDENT ISSU
HOST OS
OTHER HARDWAREPFE hardware
Partition for PFE
warm boot
PFE
Control
Master/
Backup
Electio
n
Other
JUNOS
process
MASTER VM
Software Bridge
PFE
Control
Other
JUNOS
process
Master/
Backup
Electio
n
BACKUP VM
13. Time
QueueDepthorQueueLatency
Real-time Buffer Utilization
Monitoring And Reporting
High Threshold
Low Threshold
Microburst
Challenge
Traditional analytics sample at very low frequency
~1-5 seconds. It misses critical events that may
disappear within this time interval. Network is
exposed to hotspots due to events like microbursts.
Solution
Insight Technology – Samples every 8ms
Benefits
Provides real time visibility of network hotspots
(microburst levels)
Enables correlation of historical events and
creates file in multiple formats
Enables admin to circumvent hotspots and
proactive move workloads smartly
INSIGHT TECHNOLOGY
14. JUNIPER ARCHITECTURES
Juniper
Architectures
Open
Architectures
MC-LAG
…
QFX5100
Virtual Chassis
Up to 10 members
QFabric
Up to 128 members
IP Fabric
L3 Fabric
Virtual Chassis
Fabric
Up to 20 members
Benefits
Single point of
management and
control
Purpose-built and
turnkey
Benefits
Flexible deployment
scenarios
Open choice of
technologies and
protocols
One Architecture Does Not Fit All,
QFX5100 enables Choices!
15. VIRTUAL CHASSIS FABRIC
What and Why
switching building blocks
EX4300
QFX3500
QFX3600
QFX5100
Network Director
APIs
Single Point of Management
Full Layer 2 and Layer 3
ECMP
Transit FCoE
Topology Independent ISSU
Plug and Play Provisioning
4 spines and 16 leaves
VXLAN L2 Gateway
Virtual Chassis Fabric
16. SERVER AND STORAGE CONNECTIVITY
MANY OPTIONS
Any Ethernet Media, High Resiliency,
Flexible deployment
10/100/1000M Copper
10/100/1000M Fiber
10G Copper
10G Fiber
10G or 40G Fabric
Any-port connectivity
In-Service Software Upgrade
n-Way multi-homing
Active-Active paths
Single Point of Management
FCoE Transit
iSCSI / NFS / CIFS
Lossless Ethernet / DCB
Hardware SDN support
Server Storage
QFX5100 QFX5100 QFX5100 QFX5100
17. 10GbE POD 1/10/40GbE POD 1GbE POD
Spine QFX5100-24Q QFX5100-24Q QFX5100-48S
Leaf
QFX5100-48S
QFX5100-24Q
QFX5100-96S
QFX3500 & QFX3600
QFX5100-48S
QFX5100-24Q
QFX5100-96S
QFX3500 & QFX3600
EX4300
EX4300
10/40GbE spine and 1/10/40GbE leaf nodes
1,10,40 GE – ALL IN ONE FABRIC
10GbE 1/10/40GbE 1GbE
40G
10G
18. 2 spine nodes
10G 10G10G
QFX5100-24Q
1 2 18
10G 10G
3 4
QFX5100-48S
1 2
2 X uplinks
• 18 x 10GbE racks
• 936 x 10GbE ports 6:1 OS
10G 10G10G
QFX5100-24Q
1 2 16
10G 10G
3 4
1 2 3 4
QFX5100-24Q
QFX5100-96S8 X uplinks
• 16 x 10GbE racks
• 1,536 x 10GbE ports 3:1 OS
4 spine nodes
2 OR 4 SPINE NODE DEPLOYMENTS
40G 40G
19. SMART TRUNKS
L1
T1T2
T12
L2
L3
S
1
S
2
• Automatic fabric trunks
• Fabric trunk types
• Next Hop (NH)-trunks
• Remote Destination (RD)-trunks
• Weights-based multi-path (instead of NH link) bandwidth ratio to avoid fabric congestion
30G
10G
20G
15G
25G
30G
20. BROADCAST, UNKNOWN UNICAST, AND MULTICAST
Bidirectional Multicast Distribution Trees
SW 4SW 1 SW 2 SW 3
1RU, 48 SFP+ & 1 QIC
SW 5 SW 16
…
L1 L2 L3 L4
• Multicast Distribution Trees (MDT)
• One minimal cost tree rooted at
each node
• Total of N trees
• Shared among all members to carry
traffic in both directions
• Benefits:
• Predictable latency and replication
points
• Automatic load rebalance on topology
change
RE RE
Load balancing among N trees
• BUM traffic : VLAN-ID (hw-token) mapped to tree-id
• Known multicast: multicast next-hop (IPMC) assigned to tree-id
21. • Bidirectional MDT tree
• Shared by all members
• Breadth-First Search
algorithm (BFS)
Multicast
• Same MDT tree
Unknown Unicast
& Broadcast
VCF - DATA FORWARDING
Summary
• Smart Trunk
• Weighted multi-path
algorithm
• 4-way ECMP
Unicast
27. DEPLOYMENT SCENARIO DETAILS
Attribute
Control Plane
Latency
Storage Convergence
1G Copper
1G Fiber
10G Copper
10G Fiber
MAC Addresses
ARP Entries
VLANs
Technology
QFX5100-96S
+
EX4300-VC
Distributed
2μs
No
4,608
3,072
No
No
288,000
48,000
4K
MC-LAG
Open Architectures with the QFX5100 Spine
QFX5100-96S
+
QFX5100-48
Distributed
2μs
No
4,608
4,608
No
No
288,000
48,000
4K
MC-LAG
QFX5100-24Q
+
QFX5100-48
Distributed
2μs
No
No
No
896
896
288,000
48,000
4K
MC-LAG
QFX5100-24Q
+
QFX5100-24Q
Distributed
2μs
No
No
No
No
1,536
288,000
48,000
4K
MC-LAG
Low latency overall
Port Density varies
(<4,608)
QFX5100-96S + EX4300-
VC for 1G deployment
Comparison
28. DEPLOYMENT SCENARIO DETAILS
Attribute
Control Plane
Latency
Storage Convergence
1G Copper
1G Fiber
10G Copper
10G Fiber
MAC Addresses
ARP Entries
VLANs
Technology
EX9214
+
QFX5100-48
Distributed
19μs
No
15,360
15,360
3,840
3,840
1,000,000
256,000
24K
MC-LAG
EX9200
QFX3000-M
Distributed
19μs
Yes
4,032
4,032
4,032
4,032
1,000,000
256,000
24K
MC-LAG
Open Architectures with EX9214 Spine
EX9214
+
EX4300-VC
Distributed
19μs
No
15,360
No
No
No
1,000,000
256,000
24K
MC-LAG
High Port Density
Higher logical scale
Higher latency overall
QFX9214 + EX4300-VC for
1G deployment
EX9200 + QFX3000-M for
storage convergence
EX9214: 240 10G ports at
line rate
Comparison
30. NG DATA CENTER WITH OVERLAY
S S S S
L L L L L L L L L L L LL L L L
Virtual Chassis Fabric
POD
E1 E2
Single POD – 768 Ports
Small
Data Center S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF
S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF
S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF
S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF
S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF
S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF
S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF S S S S
L L L L L L L L L L L LL L L L
VCF
S2 S3 S4S1 S6 S7 S8S5
E1 E2 E3 E4
32 PODs – 24,576 Ports
Large
Data Center
16 PODs – 12,288 Ports
Medium
Data Center
S S S S
L L L L L L L L L L L LL L L L
VC F S S S S
L L L L L L L L L L L LL L L L
VC F S S S S
L L L L L L L L L L L LL L L L
VC F S S S S
L L L L L L L L L L L LL L L L
VC F
S S S S
L L L L L L L L L L L LL L L L
VC F
S S S S
L L L L L L L L L L L LL L L L
VC F
S S S S
L L L L L L L L L L L LL L L L
VC F
S S S S
L L L L L L L L L L L LL L L L
VC F
S S S S
L L L L L L L L L L L LL L L L
VC F
S S S S
L L L L L L L L L L L LL L L L
VC F
S S S S
L L L L L L L L L L L LL L L L
VC F
S S S S
L L L L L L L L L L L LL L L L
VC F
S S S S
L L L L L L L L L L L LL L L L
VC F S S S S
L L L L L L L L L L L LL L L L
VC F S S S S
L L L L L L L L L L L LL L L L
VC F S S S S
L L L L L L L L L L L LL L L L
VC F
S1 S2 S4S3
E1 E2
31. TELCO VIRTUAL HOSTING
KVM ESXiXen NAS KVM ESXiXen NAS
S S SS
L L L L
A A A A A A A A
Super Spine
VMware
NSX
Juniper
Contrail
MPLS Backbone
POD1 POD2
33. MSDC AND OVER THE TOP (OTT)
IP Fabric
S S S S
L L L L L L L L L L L LL L L L
S S S S S S S S
L L L L L L L L L L L L L L L L
A A A A A A A A
L L L L L L L L
A A A A A A A A A A A A A A A A
S S S S
3-Stage Clos
Spine and Leaf
5-Stage Clos
PODs
5-Stage Clos
Performance
34. NG DATA CENTER ARCHITECTURE
VCF
POD
1
VCF
POD
2
VCF
POD
3
VCF
POD
4
VCF
POD
5
VCF
POD
6
VCF
POD
7
VCF
POD
8
VCF
POD
9
VCF
POD
10
VCF
POD
11
VCF
POD
12
VCF
POD
13
VCF
POD
14
VCF
POD
15
VCF
POD
16
Internet MPLS
768
ports
1536
ports
2304
ports
3072
ports
3840
ports
4608
ports
5376
ports
6144
ports
6912
ports
7680
ports
8448
ports
9216
ports
9984
ports
10752
ports
11520
ports
12288
ports
Scale
Network Director
Scale Out – Point of Delivery (PODs)
Core Switches
Edge Routers
Editor's Notes
Use Case
! Horizontal scale at every layer of the data center
! Massively scaled data center network
! Hyperscale multi-tenancy ! Virtualized IT for internal
cloud based service delivery ! Enterprise applications! Low scale multi-tenancy
Consolidated IT (all apps) ! Converged storage! Simplified operation
Solution
Scale-out QFX design ! Robust IP stack! Automation toolkit! Scale-out L3 VPN
! QFX Fabric & migrating to Scale-out IP fabric
OpenStack, Cloudstack orchestration
! Switching, routing & security ! QFX Fabric design
(Performance at scale & Simplified management)
! Path to private cloud
MetaFabric is delivered through a combination of powerful switching, routing, and security platforms leveraging feature rich silicon, programmable systems and open APIs; and adaptable software that delivers advanced services, orchestration and SDN solutions. And reference architectures and professional services to help our customers with their data center projects
MetaFabric is delivered through a combination of powerful switching, routing, and security platforms leveraging feature rich silicon, programmable systems and open APIs; and adaptable software that delivers advanced services, orchestration and SDN solutions. And reference architectures and professional services to help our customers with their data center projects
With Topology-Independent In-Service Software Upgrades (ISSU), the QFX5100 can dramatically reduces network maintenance windows.
The QFX5100 is the only product in its class to offer true-topology independent ISSU. The typical approach to ISSU for ToR / access switches is to rely on the resilient backup switch in the network to provide service continuity while a switch is being upgraded and rebooted. This results in:
Network performance degradation for the during of the switch upgrade as one element of the resilient pair is out of service during the upgrade process
Network resiliency risk as resiliency is compromised during the upgrade process
Long maintenance windows and operations inefficiencies as only one switch can be updated at a time, requiring a sequential upgrade process.
With topology-independent ISSU, there is no dependency on a resilient backup switch for hitless software upgrades. During software upgrades there is no impact on network performance and no risk to network resiliency as all switches continue to operate during the upgrade process. Also, there is no need to plan for long maintenance windows as all switches can be upgraded simultaneously.
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The QFX5100 is built on an x86 processor running a hardened Linux Kernal. The Junos operating system runs in a Kernal Based Virtual Machine. To upgrade the operating system, an upgrade command is issued from the master Junos VM (Master).
[click]
A new Junos disk image is created and verified, then launched as a new backup Junos VM.
[click]
Then the system waits for the Packet Forwarding Engines to synchronize, before swapping roles (detaching devices from the current master and attaching devices to backup).
[click]
Once the upgrade is complete the current master Junos VM is shut down after delivering a truly seamless software upgrade.
[click]
Topology-Independent In-Service Software Upgrade (TISSU):
With its Intel core processor, the QFX5100 switches allow Junos OS
to run within a virtual machine (VM) on Linux. Junos OS runs in two
separate VMs in active and standby pairs; during software upgrade
cycles, the switches seamlessly move to the newer software version
while maintaining intact data plane traffic. This true Topology-
Independent ISSU, an industry-first software upgrade feature for a
fixed-configuration top-of-rack switch, is supported across all Layer
2 and Layer 3 protocols and doesn’t need the support of any other
switches to perform an image upgrade.
The QFX5100 provides dynamic buffer utilization monitoring and reporting with an interval of 8 microseconds to provide microburst and latency insight.
It calculates both queue depth and latency, and logs messages when configured thresholds are crossed. Interface traffic statistics for both unicast and multicast traffic can be monitored at one second granularity.
The data can be viewed via CLI, system log, or streamed to external servers for more analysis. Supported reporting formats include Java Script Object Notification (JSON), CSV and TSV.
These files can be consumed by orchestration systems, SDN controllers, or network management applications (such as Juniper Networks Junos Space Network Director) to make better network design decisions and identify network hotspots.
[Click]
Juniper
“A confederation of switching elements acting as a single logical entity to enable a switching fabric.”
Benefits
Single point of management and control
Purpose-built and turnkey
Open
“A set of autonomous switching elements that are loosely coupled, but provide tight integration to enable a switching fabric.”
Benefits
Flexible deployment scenarios
Open choice of technologies and protocols
VCF is 20-members system, and we do not want flood the traffic for BUM traffic.
Compared with Virtual Chassis (VC), which leverages source tree forwarding, Virtual Chassis Fabric instead uses multiple bidirectional Multicast Distribution Trees (MDT) for Broadcast, Unknown Unicast, and Multicast traffic.
For each node in Virtual Chassis Fabric, the Virtual Chassis Control Protocol (VCCP) calculates a minimum cost tree rooted at each node.
The calculation is based on breadth-first search (BFS) algorithm.
Each bidirectional tree reaches every other node with the best metric in terms of number of replication points and latency. For a N-member Virtual Chassis Fabric, each VCCP instance will calculate N bidirectional trees. One such tree is shown in the figure below.
A couple of benefits I want to call out:
1)
2)
The multiple Multicast Distribution Trees will be shared by traffic on different VLANs in the Virtual Chassis Fabric, achieving load balance at a macro level.
breadth-first search (BFS) is a strategy for searching
Multiple MDTs are calculated
One (1) minimal cost tree rooted at each node is calculated using BFS algorithm (cost == latency)
Total of N trees calculated in this release
Known Multicast:
Each multicast next-hop (IPMC) is assigned to tree-id
MC NH contains cluster-wide receiver port list {pfe1/port1, pfe2/port2,,,}
23
Juniper
“A confederation of switching elements acting as a single logical entity to enable a switching fabric.”
Benefits
Single point of management and control
Purpose-built and turnkey
Open
“A set of autonomous switching elements that are loosely coupled, but provide tight integration to enable a switching fabric.”
Benefits
Flexible deployment scenarios
Open choice of technologies and protocols
Juniper
“A confederation of switching elements acting as a single logical entity to enable a switching fabric.”
Benefits
Single point of management and control
Purpose-built and turnkey
Open
“A set of autonomous switching elements that are loosely coupled, but provide tight integration to enable a switching fabric.”
Benefits
Flexible deployment scenarios
Open choice of technologies and protocols