This document summarizes Guru Parulkar's presentation at the 2017 Open Networking Summit. The presentation discusses the journey of SDN/NFV from disaggregation and open source software to production deployment. It notes that while network operators want to adopt open solutions, they lack development resources and investment. Vendors and system integrators also see opportunities but lack expertise and investment. To succeed in taking disaggregation and open source to production requires aligning incentives to drive sufficient investments.
Disaggregated Networking - The Drivers, the Software & The High AvailabilityOpen Networking Summit
Dis-agregration is real… This trend started with SDN and the separation of Data plane and Control plane. The scope has expanded to include separate of hardware and software and created a whole new industry of white boxes, general purpose X86 commodity hardware. All three markets - Cloud, Enterprise and Carriers are now engaged in various solutions inside the Data Center. The disaggregation is impacted all parts of the network including Access and Edge layers.
Traditional carriers' transport networks consist of vertically-integrated devices with vendor-proprietary interfaces, that causes "vendor lock in" environment and interferes with adopting software based control and configuration for carriers' transport networks. NTT Communications are trying to adopt disaggregation approach for them to transform our operations by integrating commoditized multi-vendor components and SDN technology.
In this presentation, we will talk about our expectations for disaggregated transport networks and its controller architecture with multiple SDN controllers including open source software. Furthermore, we will show our internal evaluation result of disaggregated transport network feasibility and discuss future development plans.
SD-WAN is a hot technology that is moving from the drawing board to production. It has changed the WAN equation forever and resulted in enterprises looking at the Connectively and Carrier Services quite differently.
It is an SDN use case to connect enterprise locations over large distances. It promises to reduce enterprises’ IT expenses by using broadband connections and running managed services in the cloud.
It simplifies the management and operation of a WAN by decoupling the networking hardware from its control mechanism. Panel will discuss details of use cases that standards and Operators are deploying e.g. including major multi-operator MEF reference implementation of Orchestrated L3VPN.
Introducing Application Engineered Routing Powered by Segment RoutingCisco Service Provider
Application-Engineered Routing
Application programs the Segment Routing network to deliver end-to-end per-flow policy from DC through WAN to end-user
Adding value at your own pace
– Leveraging the existing MPLS dataplane without any change. SW upgrade only.
– Simplification, Automated 50msec FRR, per-domain and then end-to-end policies
Economic gains
– Improved service richness and velocity
– Optimized CAPEX and OPEX thanks to the simplicity of the SR architecture
Segment Routing deployments in CY15 in all the markets – WEB, SP, Entreprise
Strong partnership with lead operator group Commitment to standardization and multi-vendor support

Disaggregated Networking - The Drivers, the Software & The High AvailabilityOpen Networking Summit
Dis-agregration is real… This trend started with SDN and the separation of Data plane and Control plane. The scope has expanded to include separate of hardware and software and created a whole new industry of white boxes, general purpose X86 commodity hardware. All three markets - Cloud, Enterprise and Carriers are now engaged in various solutions inside the Data Center. The disaggregation is impacted all parts of the network including Access and Edge layers.
Traditional carriers' transport networks consist of vertically-integrated devices with vendor-proprietary interfaces, that causes "vendor lock in" environment and interferes with adopting software based control and configuration for carriers' transport networks. NTT Communications are trying to adopt disaggregation approach for them to transform our operations by integrating commoditized multi-vendor components and SDN technology.
In this presentation, we will talk about our expectations for disaggregated transport networks and its controller architecture with multiple SDN controllers including open source software. Furthermore, we will show our internal evaluation result of disaggregated transport network feasibility and discuss future development plans.
SD-WAN is a hot technology that is moving from the drawing board to production. It has changed the WAN equation forever and resulted in enterprises looking at the Connectively and Carrier Services quite differently.
It is an SDN use case to connect enterprise locations over large distances. It promises to reduce enterprises’ IT expenses by using broadband connections and running managed services in the cloud.
It simplifies the management and operation of a WAN by decoupling the networking hardware from its control mechanism. Panel will discuss details of use cases that standards and Operators are deploying e.g. including major multi-operator MEF reference implementation of Orchestrated L3VPN.
Introducing Application Engineered Routing Powered by Segment RoutingCisco Service Provider
Application-Engineered Routing
Application programs the Segment Routing network to deliver end-to-end per-flow policy from DC through WAN to end-user
Adding value at your own pace
– Leveraging the existing MPLS dataplane without any change. SW upgrade only.
– Simplification, Automated 50msec FRR, per-domain and then end-to-end policies
Economic gains
– Improved service richness and velocity
– Optimized CAPEX and OPEX thanks to the simplicity of the SR architecture
Segment Routing deployments in CY15 in all the markets – WEB, SP, Entreprise
Strong partnership with lead operator group Commitment to standardization and multi-vendor support

Keynote presentation by Amin Vahdat on behalf of Google Technical Infrastructure and Google Cloud Platform. Presentation was delivered at the 2017 Open Networking Summit.
This session will discuss MEF's Lifecycle Service Orchestration (LSO) requirements from ordering through service activation, including supporting APIs. We will also discuss how MEF is working with open source communities including OPNFV and Open Daylight to make LSO a reality.
Ildikó Váncsa, Chris Price, and Carsten Rossenhövel's presentation at the 2017 Open Networking Summit.
Communications service providers (CSPs) have a wide range of options when building virtualized services from the ground up including multiple choices for each functional block in the ETSI NFV reference architecture. CSPs prefer heterogeneous systems with building blocks from different vendors including open source software; for such deployments interoperability becomes a crucial requirement.
OpenStack, as the NFVI and VIM, serves as a widely used cloud platform for telecom and NFV use cases. As a common base, OpenStack offers the means for vendors and other open source projects to ease the interoperability challenge by providing a set of open API’s while focusing on upgradeability and backward compatibility.
However, when it comes to productization, interoperability testing often falls short and is sometimes left to the carrier as shown by the testing programs actively run by no fewer than 10 organizations today.
Join Carsten Rossenhövel from the European Advanced Networking Test Center (EANTC) and the rapporteur (editor) of ETSI’s NFV interoperability standards, Ildikó Váncsa from the OpenStack Foundation, and Chris Price, Ericsson and OpenStack board director to learn more about
The ETSI NFV Release 2 interoperability testing activities - standardization and recently completed ETSI PlugTest. Over 40 commercial and open source implementations were tested for interoperability, including 20 virtual network functions, 10 management and orchestration solutions and 10 NFV platforms.
The New IP Agency (NIA) interoperability testing campaigns of commercial NFV implementations executed by EANTC, focusing on results, lessons learned and recommendations.
How vendors and open source projects are stepping up to the challenge, realizing they must work together.
How to stay up-to-date with OpenStack releases and the community.
How to get involved to ensure you are aware of the latest developments and contribute what you need to OpenStack.
What will I learn from attending this session?
CSPs, open source projects and vendors alike will learn more about the recent ETSI PlugTest and NIA-commissioned interoperability testing, their results and how to architect full NFV solutions that will work together. Interoperability API tests and associated marks from OpenStack will be covered, as well as features to help stay current on OpenStack releases. Attendees will also hear from Ericsson about a vendor’s point of view, and how other projects such a OPNFV are evolving and expanding in scope to address this challenge.
OPNFV Webinar – No Time to Wait: Accelerating NFV Time to Market Through Open...Open Networking Summits
This webinar presents a discussion on the 23+ ongoing OPNFV projects, the first OPNFV release (Arno), why it is significant and the use-cases / customer needs the OPNFV project aims to address.
Open Platform for NFV (OPNFV) is a carrier-grade, integrated, open source platform to accelerate the introduction of new NFV products and services, ensure the industry’s NFV needs are being met, and enable end user choice in specific technology components based on their use cases and deployment architectures.
Software Defined Networks Network Function Virtualization Pivotal TechnologiesOpen Networking Summits
Margaret T. Chiosi
Distinguished Network Architect
AT&T Labs
Agenda
Overview of NFV, NFV and SDN synergy, standardization and role of opensource – Margaret Chiosi, AT&T
Spreading NFV through the Network: the NFV Use Cases - Andrea Pinnola, Telecom Italia
Building a Digital Telco: Network Virtualisation experiences – Francisco Javier Salguero, Telefonica
DOCOMO's Challenges for Network Virtualization in Mobile Networks - Tetsuya Nakamura, NTT Docomo
Deployment of SDN and NFV : Vendor perspectives and experiences - Karthikeyan Subramaniam, Adara
NFV-SDN Synergy
Technology Track Session
ONS2015: http://bit.ly/ons2015sd
ONS Inspire! Webinars: http://bit.ly/oiw-sd
Watch the talk (video) on ONS Content Archives: http://bit.ly/ons-archives-sd
Introduction to SDN: Software Defined NetworkingAnkita Mahajan
SDN is the next big thing in networking. It focuses on separating the intelligence from the hardware. OpenFlow is one of the ways (currently the open standard followed by all Datacenters) to implement SDN.
Introduction to SDN and Network Programmability - BRKRST-1014 | 2017/Las VegasBruno Teixeira
Jason Davis, Distinguished Services Engineer , Cisco Software-Defined Networking (SDN) is an exciting new approach to network IT Service Management. If you are trying to understand what SDN is and want to understand more about Controllers, APIs, Overlays, OpenFlow and ACI, then this introductory session is for you! We will cover the genesis of SDN, what it is, what it is not, and Cisco's involvement in this space. You may also be wondering what products and services are SDN-enabled and how you can solve your unique business challenges by enhancing and differentiating your services by leveraging network programmability. Cisco's SDN-enabled Products and Services will be explained enabling you to consider your own implementations. Since SDN extends network flexibility and functionality which impacts Network Engineering and Operations teams, we'll also cover the IT Service Management impact. Finally, we'll explore what skills and capabilities are needed to take advantage of SDN and Network Programmability. Network engineers, network operation staff, IT Service Managers, IT personnel managers, and application/compute SMEs will benefit from this session.
Fluentd – Making Logging Easy & Effective in a Multi-cloud & Hybrid Environme...Phil Wilkins
Presentation I gave to Developer Week Europe 2022 on the use of Fluentd in Hybrid and distributed use cases.
This builds on previous Fluentd presentations
Keynote presentation by Amin Vahdat on behalf of Google Technical Infrastructure and Google Cloud Platform. Presentation was delivered at the 2017 Open Networking Summit.
This session will discuss MEF's Lifecycle Service Orchestration (LSO) requirements from ordering through service activation, including supporting APIs. We will also discuss how MEF is working with open source communities including OPNFV and Open Daylight to make LSO a reality.
Ildikó Váncsa, Chris Price, and Carsten Rossenhövel's presentation at the 2017 Open Networking Summit.
Communications service providers (CSPs) have a wide range of options when building virtualized services from the ground up including multiple choices for each functional block in the ETSI NFV reference architecture. CSPs prefer heterogeneous systems with building blocks from different vendors including open source software; for such deployments interoperability becomes a crucial requirement.
OpenStack, as the NFVI and VIM, serves as a widely used cloud platform for telecom and NFV use cases. As a common base, OpenStack offers the means for vendors and other open source projects to ease the interoperability challenge by providing a set of open API’s while focusing on upgradeability and backward compatibility.
However, when it comes to productization, interoperability testing often falls short and is sometimes left to the carrier as shown by the testing programs actively run by no fewer than 10 organizations today.
Join Carsten Rossenhövel from the European Advanced Networking Test Center (EANTC) and the rapporteur (editor) of ETSI’s NFV interoperability standards, Ildikó Váncsa from the OpenStack Foundation, and Chris Price, Ericsson and OpenStack board director to learn more about
The ETSI NFV Release 2 interoperability testing activities - standardization and recently completed ETSI PlugTest. Over 40 commercial and open source implementations were tested for interoperability, including 20 virtual network functions, 10 management and orchestration solutions and 10 NFV platforms.
The New IP Agency (NIA) interoperability testing campaigns of commercial NFV implementations executed by EANTC, focusing on results, lessons learned and recommendations.
How vendors and open source projects are stepping up to the challenge, realizing they must work together.
How to stay up-to-date with OpenStack releases and the community.
How to get involved to ensure you are aware of the latest developments and contribute what you need to OpenStack.
What will I learn from attending this session?
CSPs, open source projects and vendors alike will learn more about the recent ETSI PlugTest and NIA-commissioned interoperability testing, their results and how to architect full NFV solutions that will work together. Interoperability API tests and associated marks from OpenStack will be covered, as well as features to help stay current on OpenStack releases. Attendees will also hear from Ericsson about a vendor’s point of view, and how other projects such a OPNFV are evolving and expanding in scope to address this challenge.
OPNFV Webinar – No Time to Wait: Accelerating NFV Time to Market Through Open...Open Networking Summits
This webinar presents a discussion on the 23+ ongoing OPNFV projects, the first OPNFV release (Arno), why it is significant and the use-cases / customer needs the OPNFV project aims to address.
Open Platform for NFV (OPNFV) is a carrier-grade, integrated, open source platform to accelerate the introduction of new NFV products and services, ensure the industry’s NFV needs are being met, and enable end user choice in specific technology components based on their use cases and deployment architectures.
Software Defined Networks Network Function Virtualization Pivotal TechnologiesOpen Networking Summits
Margaret T. Chiosi
Distinguished Network Architect
AT&T Labs
Agenda
Overview of NFV, NFV and SDN synergy, standardization and role of opensource – Margaret Chiosi, AT&T
Spreading NFV through the Network: the NFV Use Cases - Andrea Pinnola, Telecom Italia
Building a Digital Telco: Network Virtualisation experiences – Francisco Javier Salguero, Telefonica
DOCOMO's Challenges for Network Virtualization in Mobile Networks - Tetsuya Nakamura, NTT Docomo
Deployment of SDN and NFV : Vendor perspectives and experiences - Karthikeyan Subramaniam, Adara
NFV-SDN Synergy
Technology Track Session
ONS2015: http://bit.ly/ons2015sd
ONS Inspire! Webinars: http://bit.ly/oiw-sd
Watch the talk (video) on ONS Content Archives: http://bit.ly/ons-archives-sd
Introduction to SDN: Software Defined NetworkingAnkita Mahajan
SDN is the next big thing in networking. It focuses on separating the intelligence from the hardware. OpenFlow is one of the ways (currently the open standard followed by all Datacenters) to implement SDN.
Introduction to SDN and Network Programmability - BRKRST-1014 | 2017/Las VegasBruno Teixeira
Jason Davis, Distinguished Services Engineer , Cisco Software-Defined Networking (SDN) is an exciting new approach to network IT Service Management. If you are trying to understand what SDN is and want to understand more about Controllers, APIs, Overlays, OpenFlow and ACI, then this introductory session is for you! We will cover the genesis of SDN, what it is, what it is not, and Cisco's involvement in this space. You may also be wondering what products and services are SDN-enabled and how you can solve your unique business challenges by enhancing and differentiating your services by leveraging network programmability. Cisco's SDN-enabled Products and Services will be explained enabling you to consider your own implementations. Since SDN extends network flexibility and functionality which impacts Network Engineering and Operations teams, we'll also cover the IT Service Management impact. Finally, we'll explore what skills and capabilities are needed to take advantage of SDN and Network Programmability. Network engineers, network operation staff, IT Service Managers, IT personnel managers, and application/compute SMEs will benefit from this session.
Fluentd – Making Logging Easy & Effective in a Multi-cloud & Hybrid Environme...Phil Wilkins
Presentation I gave to Developer Week Europe 2022 on the use of Fluentd in Hybrid and distributed use cases.
This builds on previous Fluentd presentations
SEBA: SDN Enabled Broadband Access - Transporting SDN principles to PON NetworksLiz Warner
SEBA is both a Reference Design and an exemplar implementation based on the reference design. This talk will mainly focus on the Exemplar implementation developed by ONF, AT&T's Atlanta Foundry and the SEBA and VOLTHA community with origins in R-CORD and composed of VOLTHA, ONOS apps etc. We will tall about how they all fit together in a modular way and there will be a quick demo to show the current and futures developments in SEBS.
Presentation given to the OMG Software Defined Networking (SDN) SIG at the December 2013 meeting. This presentation describes the response to the SDN RFI jointly written by RTI and Cisco. The full RFI response is available at:
http://www.omg.org/cgi-bin/doc?mars/13-11-27.pdf
The original RFI document is available at:
http://www.omg.org/cgi-bin/doc?mars/13-09-16.zip
Dan Pitt
Executive Director
ONF
Plenaries Session
ONS2015: http://bit.ly/ons2015sd
ONS Inspire! Webinars: http://bit.ly/oiw-sd
Watch the talk (video) on ONS Content Archives: http://bit.ly/ons-archives-sd
Presented at TM Forum Live ! on May 16th 2017
by Red Hat - François Duthilleul Telco Solutions Architect
For the past few decades, telecommunications networks have been built using closed-source monolithic products from network equipment vendors. Today, Network Functions Virtualization (NFV) and Software Defined Networking (SDN) are disrupting the way telecommunications networks are being built and operated and are gradually becoming the foundation of modern networking. The introduction of virtualisation, automation and orchestration provides the basis from which the networks will evolve towards a Zero-touch Orchestration, Operations and Management (ZOOM) target.
This presentation highlights the prominent role of open source and Red Hat’s portfolio in the implementation of future networks.
Don't hesitate to contact me at: fduthill@redhat.com
Show and Tell: Building Applications on Cisco Open SDN Controller Cisco DevNet
The Cisco Open SDN Controller is based on the OpenDaylight SDN Controller and meets the need of Service Providers for a flexible, powerful, and commercially-supported multi-protocol controller. In this 60 minute session we will give an overview of the Cisco Open SDN Controller, explaining how the controller is packaged and the features it supports, and showing examples of applications that are supported by the controller. We will also outline the new features and applications that will be introduced in the next release of the controller. Taught by Giles Heron.
The Open Network Operating System (ONOS) is the first open source SDN network operating system targeted specifically at the Service Provider and mission critical networks. ONOS is purpose built to provide the high availability (HA), scale-out, and performance these networks demand.
This presentation focuses on the networking requirements using open source to treat diseases through cell-based analysis at the molecular level. Transporting this knowledge across devices and centers requires a whole new structure and networking. Terabits per second with high-availability and guaranteed delivery is required to meet the needs. Shared knowledge is the critical for real-time analysis. This will discuss data flows, open networking, and databases that are all open source and have been optimized for this problem.
In this presentation, the SDN-Based Enterprise Connectivity Service Architecture of China Unicom will be introduced. And the four use cases will be discussed, including: “Flexible access for enterprise, Cloud access and resource centralized, High efficiency, elastic transport for DCI, Extensible VAS deployment for services”. Finally, some commercial experience in China Unicom will be shared.
amounts of IoT data from connected devices and building infrastructure while simultaneously guaranteeing sensitive information remains private. To do this many factors need to be considered: policy for traffic prioritization, techniques for network partitioning, common APIs and standards, and shared data and security models. Should a smart city network be a shared infrastructure following a public utility model? To what extent do smart city networks need to be open while remaining secure? What open network initiatives do we need to enable building large scale networks for smart cities?
Open Source Approach to Design and Deployment of Microservices-based VNFOpen Networking Summit
Prem Sankar's presentation from the 2017 Open Networking Summit.
Microservice is gaining increased adoption in the Telco NFV world. It is key to understand the design and deployment methodologies involved in developing Microservice based VNF. This talk provides an opensource practitioner approach to building and deploying a Microservice based VNF and includes the following: - Design patterns, workflow models - Design models for VNF placement, capacity management, scale-in/out and resiliency - Deployment considerations that includes handing of scale and fault tolerant VNF using well known Opensource tools
Martin Šuňal's presentation from Open Networking Summit 2017.
Network Function Virtualization (NFV) and Service Function Chaining (SFC) have been hot topics for some time, but many users are still finding it difficult to adopt these concepts in the real world. Since network functions are getting virtualized/containerized and service chaining is a requirement in many NFV use cases, there is a need for container service chaining. This presentation discusses problems with existing approaches, potential solutions and benefits of container service chaining.
Arachne: How does Uber check the health of its Network Infrastructure every 1...Open Networking Summit
One of the major challenges and requirements in achieving a very high (>99.99%) reliability of operation of any major network infrastructure (i.e. data center, enterprise, campus, etc.) is the ability to design and deploy an always-on active system that performs end-to-end functional testing of all the network-connected infrastructure components and, as a result, monitors the infrastructure and its dependent external services with high accuracy and granularity (down to the packet level) in the most efficient way; consuming the least amount of computational or network resources.
When it comes to packet loss detection, metrics reported by the original manufacturers cannot be relied upon; their tools may either be buggy or, in most cases, do not provide APIs for extracting measurements. Therefore, we needed to create our own tool; this is the gap Arachne is filling.
In this talk, we present Arachne. Arachne is a packet loss detection system and an underperforming path detection system. It provides fast and easy active end-to-end functional testing of all the components in Data Center (DC) and Cloud infrastructures. Arachne is able to detect intra-DC, inter-DC, DC-to-Cloud, and DC-to-External-Services issues by generating minimal traffic.
Joon-Myung Kang and Mario A. Sánchez's presentation at the 2017 Open Networking Summit.
Intent-based networking has gained a lot of interest in recent years with several different open source communities (including ONF, OpenDaylight and ONOS). However, network diagnosis and troubleshooting remain two essential aspects of network management that still require massive manual effort and extensive expert knowledge. So far, no approach has focused on troubleshooting the network at the intent level. We argue that providing reasoning capabilities about why an observed network state happens according to specified input policies can help simplify this complexity. In this talk, we present our work on network troubleshooting at the intent level. Our solution provides capabilities to enable posing what-if type questions at the policy level –e.g. when a new input policy is introduced– to help answer reachability questions both at the policy and infrastructure level.
Lisa Caywood and Colin Dixon's presentation at the 2017 Open Networking Summit.
OpenDaylight has become a nexus for open source integration, creating a new open networking stack and enabling a new generation of open source, agile IT infrastructure. The fifth “Boron” release provides new tooling and documentation to support application developers, as well as greater integration with industry frameworks from OPNFV and OpenStack to CORD and Atrium. Boron also brings a practical focus on two leading types of deployments: (1) direct control of virtual switches to provide network virtualization and NFV and (2) management and orchestration of existing networks to provide new features and automation. This talk will cover trends in open SDN and cloud networking, with a focus on Boron milestones. In particular, it dives into the architecture across OpenStack and OpenDaylight to enable OpenStack service function chaining support in OpenDaylight.
Ed Warnicke's talk at Open Networking Summit.
All Open Source Networking project depend on having access to a Universal Dataplane that is:
Able to they deployment models: Bare Metal/Embedded/Cloud/Containers/NFVi/VNFs
High performance
Feature Rich
Open with Broad Community support/participation
FD.io provides all of this and more. Come learn more about FD.io and how you can begin using it.
Gaetano Borgione's presentation from the 2017 Open Networking Summit.
Networking is vital for cloud-native apps where distributed computing and development models require speed, simplicity, and scale for massive number of ephemeral containers. Two of the most prevalent container networking models are CNI and CNM for developers using Docker, Mesos, or Kubernetes. This session will present an overview of distributed development, how CNI and CNM models work, and how container frameworks use these models for networking. Gaetano will also discuss the additional functions users need to consider in the control plane and data plane to achieve operational scale and efficiency.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
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/
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.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
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.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
3. SDN/NFV
Journey
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3
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boxes
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OS
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ApplicaDons
Many
open
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closed:
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and
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OVS,
SONiC,
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…
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5. DisaggregaDon
and
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5
Mobile
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Mobile
Packet
Core
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Access
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Packet
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ONF
Open
InnovaDon
Pipeline
AcceleraDng
InnovaDon
into
Deployment
IntegraDon
&
Service
CreaDon
Controller
Services
Plaaorm
Data
Plane
Systems
Services
VNFs
Disaggregated
building
blocks
enable
Open
InnovaDon
Pipelines
for
different
use
cases
1
SoEware
Defined
Standards
solidify
interfaces
to
enable
components
from
the
broader
ecosystem
to
be
plugged
in
2
InnovaDon
can
be
added
anywhere
along
a
pipeline
without
reinvenDng
the
complete
soluDon
3
8. Programmable
Forwarding
Plane
Control
Plane
Programmable
SoluDon
Plaaorm(s)
Use
Case
SoluDon
CustomizaDon
IntegraDon
&
Service
CreaDon
SDN
OS
(i.e.
ODL)
SoluDon
Plaaorm
Control
ApplicaDons
Silicon
Device
OS
SoEware
Forwarders
Whitebox
Systems
IntegraDon
VerificaDon
SoluDon
CustomizaDon
Service
ApplicaDons
VNFs
Open
InnovaDon
Pipeline
M-‐CORD
5G
Mobile
Programmable
Forwarding
Plane
R-‐CORD
ResidenDal
E-‐CORD
Enterprise
CORD
ONOS
All
ONF
Members
can
bring
value
and
introduce
offerings
anywhere
along
the
InnovaDon
Pipeline
1
Vendor
innovaDons
then
have
an
opportunity
to
‘ride
the
pipeline’
into
operators
trials
as
ONF
builds
use
case
soluDons
for
Operator
members
2
9. Open
Source
Resources
Other Skilled
Resources
Resources
(logarithmic
scale)
Solu*on
Arch/
Design
Pla@orm
Enhancements
Solu*on/App
Dev
Base
HA,
Perf
Tuning
Base
QA
&
OS
Release
Custom
Integra*ons
SP
Hardening,
QA
&
FOA
Merge
Updates
Support
Resource
Gap
Path
to
ProducDon
Investment
for
ProducDon
10. Resource
Gap
+
Misaligned
IncenDves
10
Network
Operators
Vendors
System
Integrators
• Want
to
adopt
SDN/NFV
soluDons
based
on
disaggregaDon
and
open
source
• But
lack
dev
resources
and
investment
• Have
established
products
and
processes
• Want
to
use
disaggregaDon
&
open
source
but
it
is
very
disrupDve
to
exisDng
business
• See
disaggregaDon
&
open
source
as
an
opportunity
• But
lack
experDse,
teams,
and
investment
IncenDves
not
aligned
è
Insufficient
investments
We
cannot
take
disaggregaDon
and
open
source
to
producDon
and
without
that
we
cannot
succeed