Microservice Powered Orchestration discusses using a microservice architecture and microservice bus (MSB) solution for ONAP orchestration. Some key points:
- Microservices allow ONAP components to scale independently and integrate diverse seed codes, improving reliability and scalability.
- MSB provides service registration, discovery, and routing to address challenges of direct client-microservice communication and dynamic service endpoints.
- MSB features include high availability, separated gateways, extensibility through plugins, service health monitoring, and acting as a single entry point for ONAP.
- MSB could fit into ONAP by handling service discovery and routing between components, and providing a reverse proxy for web applications
Considerations for Deploying Virtual Network Functions and ServicesOpen Networking Summit
The document discusses considerations for deploying virtual network functions and services using network function virtualization (NFV). It describes the key concepts of NFV including separating network functions from dedicated hardware, increasing network elasticity, and addressing heterogeneity. It outlines the main business drivers for NFV including reducing costs, simplifying network management, and shortening time to market for new services. Finally, it discusses carrier Ethernet use cases, virtual network function deployment models, and options for deploying functions at customer premises.
This document discusses SD-RAN and its role in enabling 5G networks. It begins with an overview of 5G technologies and use cases. It then discusses SD-RAN, including how it separates the control and user planes in the radio access network (RAN) and introduces programmability. SD-RAN allows for disaggregation of RAN functions and network slicing. The document describes how SD-RAN is being implemented in the M-CORD platform to create a programmable, virtualized RAN integrated with a distributed access cloud. It calls for further participation to advance M-CORD as an open reference platform for 5G.
The document discusses the transition to a new "All-IT Network" architecture for 5G networks based on principles of open source software and hardware, virtualization, and network softwarization. Key aspects of this new architecture include software-defined infrastructure, network functions virtualization, network slicing, open interfaces, and moving from a CAPEX to OPEX business model. The architecture aims to make networks more scalable, automated, lean, and optimized through composable, open solutions like SK Telecom's ATSCALE and COSMOS platforms.
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.
This document discusses building a healthy open networking ecosystem through collaboration between communities, users, and vendors. It summarizes the challenges in harmonizing open source projects, the need for users to bring real use cases and commitment to production, and how vendors can deliver quality products and end-to-end solutions. A case study of China Unicom's DCI project is provided as an example of leveraging SDN controllers and common interfaces to automate service provisioning across multi-vendor networks.
This document discusses 5 trends enabled by 5G technology: distributed cloud, Internet of Things (IoT), artificial intelligence (AI), virtual reality (VR), and augmented reality (AR). It describes how each trend will require high-speed, low-latency networks with network automation. A distributed cloud architecture is needed to place computing resources at the edge of the network to meet latency and mobility requirements of these new applications. Open source networking and standardization will be important to realize this vision.
Microservice Powered Orchestration discusses using a microservice architecture and microservice bus (MSB) solution for ONAP orchestration. Some key points:
- Microservices allow ONAP components to scale independently and integrate diverse seed codes, improving reliability and scalability.
- MSB provides service registration, discovery, and routing to address challenges of direct client-microservice communication and dynamic service endpoints.
- MSB features include high availability, separated gateways, extensibility through plugins, service health monitoring, and acting as a single entry point for ONAP.
- MSB could fit into ONAP by handling service discovery and routing between components, and providing a reverse proxy for web applications
Considerations for Deploying Virtual Network Functions and ServicesOpen Networking Summit
The document discusses considerations for deploying virtual network functions and services using network function virtualization (NFV). It describes the key concepts of NFV including separating network functions from dedicated hardware, increasing network elasticity, and addressing heterogeneity. It outlines the main business drivers for NFV including reducing costs, simplifying network management, and shortening time to market for new services. Finally, it discusses carrier Ethernet use cases, virtual network function deployment models, and options for deploying functions at customer premises.
This document discusses SD-RAN and its role in enabling 5G networks. It begins with an overview of 5G technologies and use cases. It then discusses SD-RAN, including how it separates the control and user planes in the radio access network (RAN) and introduces programmability. SD-RAN allows for disaggregation of RAN functions and network slicing. The document describes how SD-RAN is being implemented in the M-CORD platform to create a programmable, virtualized RAN integrated with a distributed access cloud. It calls for further participation to advance M-CORD as an open reference platform for 5G.
The document discusses the transition to a new "All-IT Network" architecture for 5G networks based on principles of open source software and hardware, virtualization, and network softwarization. Key aspects of this new architecture include software-defined infrastructure, network functions virtualization, network slicing, open interfaces, and moving from a CAPEX to OPEX business model. The architecture aims to make networks more scalable, automated, lean, and optimized through composable, open solutions like SK Telecom's ATSCALE and COSMOS platforms.
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.
This document discusses building a healthy open networking ecosystem through collaboration between communities, users, and vendors. It summarizes the challenges in harmonizing open source projects, the need for users to bring real use cases and commitment to production, and how vendors can deliver quality products and end-to-end solutions. A case study of China Unicom's DCI project is provided as an example of leveraging SDN controllers and common interfaces to automate service provisioning across multi-vendor networks.
This document discusses 5 trends enabled by 5G technology: distributed cloud, Internet of Things (IoT), artificial intelligence (AI), virtual reality (VR), and augmented reality (AR). It describes how each trend will require high-speed, low-latency networks with network automation. A distributed cloud architecture is needed to place computing resources at the edge of the network to meet latency and mobility requirements of these new applications. Open source networking and standardization will be important to realize this vision.
Keynote presentation by Amin Vahdat on behalf of Google Technical Infrastructure and Google Cloud Platform. Presentation was delivered at the 2017 Open Networking Summit.
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.
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.
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.
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.
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.
The document provides an overview of OpenStack networking and Neutron. It discusses Neutron's architecture and history. It describes several Neutron sub-projects like Midonet, OpenDaylight, OVN, and services like firewall-as-a-service and service function chaining. The document outlines Neutron roadmaps and focus areas. It discusses various working groups and collaboration efforts between OpenStack and other communities like OPNFV and the telecom industry. The document promotes involvement in OpenStack development, events, and training.
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.
Building hyperscale networks to support massive traffic demands within and between data centers. The infrastructure aims to be invisible, elastic, fault-tolerant, and programmable. Key goals include unlimited bandwidth, zero latency compute access, and a self-healing design. The presented network architecture uses parallel fabrics in a Clos topology with minimal components to provide non-blocking connectivity and scale to hundreds of thousands of servers.
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.
This document discusses AT&T's plans to transform its network infrastructure through software-defined networking (SDN) and network functions virtualization (NFV). Some key points:
- AT&T joined the Linux Foundation as a platinum member to support open source development for SDN/NFV.
- The network transformation aims to create an integrated cloud infrastructure for faster innovation and service provisioning.
- AT&T is reskilling over 45% of its technology and operations employees to prepare for the new skills required for SDN/NFV.
- Benefits of the new software-defined network operating system include increased pace of innovation, ease of service provisioning, and ability to scale
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.
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.
This document provides an overview and analysis of network evolution and market outlook trends from March 2017. It discusses how digital transformation is driving the need for greater network scale to support cloud applications and services. Public cloud datacenter networks are growing significantly, with spending on Ethernet switching for cloud providers reaching nearly $5 billion by 2020. Telecom networks are evolving to support new virtualized and software-defined network services. Enterprise networks are adopting SD-WAN and migrating more applications to the cloud. The document analyzes trends in datacenter networking, software-defined networking, network disaggregation, and the priorities and investments of telecommunications service providers.
The document summarizes the ONS 2017 networking conference. It highlights that the conference brought together carriers, cloud providers, enterprises, and vendors, with representatives from half of global mobile subscribers. Keynote speakers included inventors of SDN and mobile technologies discussing topics like containers, 5G, IoT, AI, and how networking enables billions of transactions worth trillions annually. The conference featured tracks on devops, business/architecture, carriers, enterprises, and general interest, as well as hackathons, education sessions, and exhibits. It also provided updates on new members and projects joining The Linux Foundation's open source networking efforts.
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.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Keynote presentation by Amin Vahdat on behalf of Google Technical Infrastructure and Google Cloud Platform. Presentation was delivered at the 2017 Open Networking Summit.
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.
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.
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.
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.
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.
The document provides an overview of OpenStack networking and Neutron. It discusses Neutron's architecture and history. It describes several Neutron sub-projects like Midonet, OpenDaylight, OVN, and services like firewall-as-a-service and service function chaining. The document outlines Neutron roadmaps and focus areas. It discusses various working groups and collaboration efforts between OpenStack and other communities like OPNFV and the telecom industry. The document promotes involvement in OpenStack development, events, and training.
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.
Building hyperscale networks to support massive traffic demands within and between data centers. The infrastructure aims to be invisible, elastic, fault-tolerant, and programmable. Key goals include unlimited bandwidth, zero latency compute access, and a self-healing design. The presented network architecture uses parallel fabrics in a Clos topology with minimal components to provide non-blocking connectivity and scale to hundreds of thousands of servers.
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.
This document discusses AT&T's plans to transform its network infrastructure through software-defined networking (SDN) and network functions virtualization (NFV). Some key points:
- AT&T joined the Linux Foundation as a platinum member to support open source development for SDN/NFV.
- The network transformation aims to create an integrated cloud infrastructure for faster innovation and service provisioning.
- AT&T is reskilling over 45% of its technology and operations employees to prepare for the new skills required for SDN/NFV.
- Benefits of the new software-defined network operating system include increased pace of innovation, ease of service provisioning, and ability to scale
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.
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.
This document provides an overview and analysis of network evolution and market outlook trends from March 2017. It discusses how digital transformation is driving the need for greater network scale to support cloud applications and services. Public cloud datacenter networks are growing significantly, with spending on Ethernet switching for cloud providers reaching nearly $5 billion by 2020. Telecom networks are evolving to support new virtualized and software-defined network services. Enterprise networks are adopting SD-WAN and migrating more applications to the cloud. The document analyzes trends in datacenter networking, software-defined networking, network disaggregation, and the priorities and investments of telecommunications service providers.
The document summarizes the ONS 2017 networking conference. It highlights that the conference brought together carriers, cloud providers, enterprises, and vendors, with representatives from half of global mobile subscribers. Keynote speakers included inventors of SDN and mobile technologies discussing topics like containers, 5G, IoT, AI, and how networking enables billions of transactions worth trillions annually. The conference featured tracks on devops, business/architecture, carriers, enterprises, and general interest, as well as hackathons, education sessions, and exhibits. It also provided updates on new members and projects joining The Linux Foundation's open source networking efforts.
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.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Building RAG with self-deployed Milvus vector database and Snowpark Container...Zilliz
This talk will give hands-on advice on building RAG applications with an open-source Milvus database deployed as a docker container. We will also introduce the integration of Milvus with Snowpark Container Services.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
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.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
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.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...Zilliz
Join us to introduce Milvus Lite, a vector database that can run on notebooks and laptops, share the same API with Milvus, and integrate with every popular GenAI framework. This webinar is perfect for developers seeking easy-to-use, well-integrated vector databases for their GenAI apps.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.