Superfluid Deployment of Virtual Functions: Exploiting Mobile Edge Computing ...Stefano Salsano
The Network Function Virtualization (NFV) technologies are fundamental enablers to meet the objectives of 5G networks. In this work, we first introduce the architecture for dynamic deployment and composition of virtual functions proposed by the Superfluidity project. Then we consider a case study based on a typical 5G scenario. In particular, we detail the design and implementation of a Video Streaming service exploiting Mobile Edge Computing (MEC) functionalities. The analysis of the case study provide an assessment on what can be achieved with current technologies and gives a first confirmation of the validity of the proposed approach. Finally, we identify future directions of work towards the realization of a superfluid softwarized network.
Superfluid networking for 5G: vision and state of the artStefano Salsano
In physics, superfluidity is a state in which matter behaves like a fluid with zero viscosity. The vision of superfluid networking corresponds to the ability to decompose services into network functions to be deployed on-the-fly, run them anywhere in the network (core, aggregation, edge) and shift them transparently to different locations and heterogeneous execution environments. Superfluid networking tackles crucial shortcomings in today’s networks like long provisioning times, with wasteful over-provisioning used to meet variable demand and reliance on rigid and cost-ineffective hardware devices. The 5G System architecture can be deployed using techniques like Network Function Virtualization (NFV) that potentially enable the realization of superfluid networking. In this talk, we discuss the state of the art of NFV models and infrastructures for 5G and illustrate the path toward superfluid networking, considering the results of the Superfluidity research project (funded by EU in the H2020 framework).
Software Defined Networks (SDN) and Cloud Computing in 5G Wireless Technologiesspirit conference
Dr. Masoud Olfat, director of RAN Technology & Global Standards, focused on "Software Defined Networks (SDN) and Cloud Computing in 5G Wireless Technologies" during the spirit conference 2014.
Superfluid Deployment of Virtual Functions: Exploiting Mobile Edge Computing ...Stefano Salsano
The Network Function Virtualization (NFV) technologies are fundamental enablers to meet the objectives of 5G networks. In this work, we first introduce the architecture for dynamic deployment and composition of virtual functions proposed by the Superfluidity project. Then we consider a case study based on a typical 5G scenario. In particular, we detail the design and implementation of a Video Streaming service exploiting Mobile Edge Computing (MEC) functionalities. The analysis of the case study provide an assessment on what can be achieved with current technologies and gives a first confirmation of the validity of the proposed approach. Finally, we identify future directions of work towards the realization of a superfluid softwarized network.
Superfluid networking for 5G: vision and state of the artStefano Salsano
In physics, superfluidity is a state in which matter behaves like a fluid with zero viscosity. The vision of superfluid networking corresponds to the ability to decompose services into network functions to be deployed on-the-fly, run them anywhere in the network (core, aggregation, edge) and shift them transparently to different locations and heterogeneous execution environments. Superfluid networking tackles crucial shortcomings in today’s networks like long provisioning times, with wasteful over-provisioning used to meet variable demand and reliance on rigid and cost-ineffective hardware devices. The 5G System architecture can be deployed using techniques like Network Function Virtualization (NFV) that potentially enable the realization of superfluid networking. In this talk, we discuss the state of the art of NFV models and infrastructures for 5G and illustrate the path toward superfluid networking, considering the results of the Superfluidity research project (funded by EU in the H2020 framework).
Software Defined Networks (SDN) and Cloud Computing in 5G Wireless Technologiesspirit conference
Dr. Masoud Olfat, director of RAN Technology & Global Standards, focused on "Software Defined Networks (SDN) and Cloud Computing in 5G Wireless Technologies" during the spirit conference 2014.
ONF and Sdx Central Webinar on Intent-Based Networking Marta Weissenborn
As software-defined networking (SDN) continues to speed up innovation in today's industry, the Open Networking Foundation (ONF) wants to examine some of the technology's hottest topics. In a series of webinars, ONF and SDxCentral takes on the first issue: Intent driven networking and northbound interfaces.
An introduction to the key concepts of SDN and NFV with visuals of:
- How SDN is transforming the Data Center
- How NFV is transforming the Service Provider domain and the End-customer domain
- Objectives
- Origin
- Ambassadors
- Applicability
- Analogies
- Benefits
- Industry Standards
- Drivers
- Obstacles
- Growth
- Resources and Events
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.
Tech 2 tech low latency networking on Janet presentationJisc
This event took place on 27 October 2021.
In this Tech 2 Tech session, we considered questions such as:
- Which types of applications need low latency, and what are their specific requirements for both latency and jitter?
- What levels of latency might you expect across Janet?
- What can you do to optimise latency for your networked applications?
- How can we measure latency and jitter?
SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...Sagar Rai
Software, Software Defined Network, Network Function Virtualization, SDN, NFV, Internet of things, Basics of Internet of things, Network Basics, Virtualization, Limitation of Conventional Network, Open flow, Basics of conventional network,
LTE is designed with strong cryptographic techniques, mutual authentication between LTE network elements with security mechanisms built into its architecture.
With the emergence of the open, all IP based, distributed architecture of LTE, attackers can target mobile devices and networks with spam, eavesdropping, malware, IP-spoofing, data and service theft, DDoS attacks and numerous other variants of cyber-attacks and crimes.
Enabling 5G with NFV: New Joint White Paper Outlining Network Operator Perspe...Open Networking Summit
In October 2012, a group of 13 global network operators published an influential white paper describing their vision for the future of telecommunications networks based on technology which they called “Network Functions Virtualisation” or simply “NFV”. Simultaneously they launched the ETSI NFV Industry Specification Group which is the central body converging requirements for NFV and developing specifications which enable standards and open source communities to use NFV in a common framework. This latest NFV white paper co-authored by 23 network operators - including members of the original founding group, outlines what they see as the priorities for NFV to support 5G. This session will overview this paper and describe the rationale for the main proposals.
This presentation is from Open Networking Summit 2017.
Ken Ko's presentation from the 2017 Open Networking Summit discussing recent innovation and activity in the NFV and SDN space among broadband providers.
ONF and Sdx Central Webinar on Intent-Based Networking Marta Weissenborn
As software-defined networking (SDN) continues to speed up innovation in today's industry, the Open Networking Foundation (ONF) wants to examine some of the technology's hottest topics. In a series of webinars, ONF and SDxCentral takes on the first issue: Intent driven networking and northbound interfaces.
An introduction to the key concepts of SDN and NFV with visuals of:
- How SDN is transforming the Data Center
- How NFV is transforming the Service Provider domain and the End-customer domain
- Objectives
- Origin
- Ambassadors
- Applicability
- Analogies
- Benefits
- Industry Standards
- Drivers
- Obstacles
- Growth
- Resources and Events
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.
Tech 2 tech low latency networking on Janet presentationJisc
This event took place on 27 October 2021.
In this Tech 2 Tech session, we considered questions such as:
- Which types of applications need low latency, and what are their specific requirements for both latency and jitter?
- What levels of latency might you expect across Janet?
- What can you do to optimise latency for your networked applications?
- How can we measure latency and jitter?
SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...Sagar Rai
Software, Software Defined Network, Network Function Virtualization, SDN, NFV, Internet of things, Basics of Internet of things, Network Basics, Virtualization, Limitation of Conventional Network, Open flow, Basics of conventional network,
LTE is designed with strong cryptographic techniques, mutual authentication between LTE network elements with security mechanisms built into its architecture.
With the emergence of the open, all IP based, distributed architecture of LTE, attackers can target mobile devices and networks with spam, eavesdropping, malware, IP-spoofing, data and service theft, DDoS attacks and numerous other variants of cyber-attacks and crimes.
Enabling 5G with NFV: New Joint White Paper Outlining Network Operator Perspe...Open Networking Summit
In October 2012, a group of 13 global network operators published an influential white paper describing their vision for the future of telecommunications networks based on technology which they called “Network Functions Virtualisation” or simply “NFV”. Simultaneously they launched the ETSI NFV Industry Specification Group which is the central body converging requirements for NFV and developing specifications which enable standards and open source communities to use NFV in a common framework. This latest NFV white paper co-authored by 23 network operators - including members of the original founding group, outlines what they see as the priorities for NFV to support 5G. This session will overview this paper and describe the rationale for the main proposals.
This presentation is from Open Networking Summit 2017.
Ken Ko's presentation from the 2017 Open Networking Summit discussing recent innovation and activity in the NFV and SDN space among broadband providers.
SURF Lego - Architecture - Peter Boers- NWD23SURFevents
Automation en orchestration hebben enorme verbeteringen gebracht in de laatste generatie van het SURF-netwerk (SURFnet8). In deze sessie praten de architecten en ontwikkelaars van het netwerk je bij over de laatste ontwikkelingen op het gebied van onze netwerkarchitectuur. Hier hoor je alles over orchestration, virtualisatie, het netwerkdashboard en automation van het campus-netwerk.
Peter Boers, Technisch Product Manager Network Orchestration bij SURF
Future Internet: Managing Innovation and TestbedShinji Shimojo
Innovation is a big key word for ICT research and development. However, a road toward innovation is facing full of uncertainties and there are many obstacles. key elements to overcome these obstacles seems to be agile management of people, software and hardware. In addition, we think involvement of users in R&D will have much effect on the management of uncertainty in R&D. In this talk, I talk on our approach to this user involvement in JGN-X, an international future internet testbed and Knowledge Capital, Osaka, an smart city experimental testbed.
Open Source as Reference Implementation for Next Gen Network ServicesCharles Eckel
Open source and open standards are coming together to maximize the pace and relevance of both. Come learn about the IETF hackathon and MEF's LSO Hackathons and how open source projects such as OpenDaylight, OpenStack, and OPNFV are being enhanced and applied to create reference implementation of emerging standards.
NeXT gen wireless solutions with Polaris NetworksSantosh Nath
Polaris Networks, one of the global leaders in LTE test tools and emulators ventured into small cell market and private LTE enterprise sector through its LTE-in-a-box, virtual EPC and NetEPC products. NB-IOT emulators are available on latest releases. Check for more details on slides
Dr. Christos Kolias – Senior Research Scientist
Keynote Title: “NFV: Empowering the Network”
Keynote Abstract: Network Functions Virtualization (NFV) envisions and promises to change the service provider landscape and has emerged as one of one of today’s significant trends. Although less than two years old, NFV has garnered the industry’s full attention and support. Moving swiftly, a number of key accomplishments have already taken place, and a lot more work is currently under way within ETSI NFV while we are embarking on its future phase. Various proofs-of-concepts (ranging from vEPC to vCPE, vIMS and vCDN) are being developed while issues such as open source and SDN are becoming key ingredients as the can play a pivotal role.
Dr. Christos Kolias' Bio: Christos Kolias is a senior research scientist at Orange Silicon Valley (a subsidiary of Orange). Christos is a co-founder of the ETSI NFV group and had led the formation of ONF’s Wireless & Mobile working group. He has lectured on NFV and SDN at several events. Christos has more than 15 years of experience in networking, he is the originator of Virtual Output Queueing (VOQ) used in packet switching. He holds a Ph.D. in Computer Science from UCLA.
---------------------------------------------------
★ Resources ★
Zerista: http://lcu14.zerista.com/event/member/137765
Google Event: https://plus.google.com/u/0/events/cpeksim4hr4ghhuufv5ic4viirs
Video: https://www.youtube.com/watch?v=tFDnj_342n4&list=UUIVqQKxCyQLJS6xvSmfndLA
Etherpad: http://pad.linaro.org/p/lcu14-400a
---------------------------------------------------
★ Event Details ★
Linaro Connect USA - #LCU14
September 15-19th, 2014
Hyatt Regency San Francisco Airport
---------------------------------------------------
http://www.linaro.org
http://connect.linaro.org
Network functions virtualization (NFV) is a network architecture concept that uses the technologies of IT virtualization to virtualized entire classes of network node functions into building blocks that may connect, or chain together, to create communication services.
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
Similar to The Fraunhofer FOKUS 5G Playground Prototyping 5G-Ready Infrastructures and Applications in the 5G Capital Berlin (20)
Do we need a wakeup call to keep driver-less cars protected? ITU
Do we need a wakeup call to keep driver-less cars protected? This presentation was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
Global Virtual Mobile Network for Car manufacturersITU
This presentation discussed Global Virtual Mobile Network for Car manufacturers. The presentation was given at was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
Coordination of Threat Analysis in ICT EcosystemsITU
This presentation discussed Coordination of Threat Analysis in ICT Ecosystems. The presentation was given at ITU Workshop on 5G Security in Geneva, Switzerland, on 19 March 2018. Find more information about this workshop here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180319/Pages/programme.aspx
Learning from the past: Systematization for Attacks and Countermeasures on Mo...ITU
This presentation discussed Learning from the past: Systematization for Attacks and Countermeasures on Mobile Networks. The presentation was given at ITU Workshop on 5G Security in Geneva, Switzerland, on 19 March 2018. Find more information about this workshop here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180319/Pages/programme.aspx
Trustworthy networking and technical considerations for 5GITU
This presentation discussed Trustworthy networking and technical considerations for 5G. The presentation was given at ITU Workshop on 5G Security in Geneva, Switzerland, on 19 March 2018. Find more information about this workshop here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180319/Pages/programme.aspx
The role of Bicycles and E-Bikes in the future development of Intelligent Tra...ITU
This presentation discussed the role of Bicycles and E-Bikes in the future development of Intelligent Transport Systems. It was given at was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
This presentation discusses connected cars & 5G and was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
This presentation discusses 5G for Connected and Automated Driving and was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
This presentation discusses securing the future of Automotive and was presented at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018.
Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
The Connected Vehicle - Challenges and Opportunities. ITU
This presentation discusses challenges and opportunities of the connected vehicle. The presentation was given at a Symposium on the Future Networked Car 2018 (FNC-2018)
held in Geneva, Switzerland on 8 March 2018. More information on the symposium can be found here: https://www.itu.int/en/fnc/2018/Pages/default.aspx
Machine learning for decentralized and flying radio devicesITU
This presentation discusses matters of machine learning for decentralized and flying radio devices. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Join our upcoming forums and workshops here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/Pages/default.aspx
https://www.slideshare.net/ITU/ai-and-machine-learning
This presentation discusses matters of AI and machine learning. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Join our upcoming forums and workshops here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/Pages/default.aspx
This presentation discusses matters of machine learning for 5G and beyond, towards a reliable and efficient reconstruction of radio maps. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
This presentation consist of models and explanations of deep learning, artificial intelligence and today's systems and communications. This was presented at the ITU-T Workshop on Machine Learning for 5G held at the ITU HQ in Geneva, Switzerland on 29 January 2018. More information on this workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Driven by the rapid progress in Artificial Intelligence (AI) research, intelligent machines are gaining the ability to learn, improve and make calculated decisions in ways that will enable them to perform tasks previously thought to rely solely on human experience, creativity, and ingenuity. As a result, we will in the near future see large parts of our lives influenced by AI.
AI innovation will also be central to the achievement of the United Nations' Sustainable Development Goals (SDGs) and will help solving humanity's grand challenges by capitalizing on the unprecedented quantities of data now being generated on sentiment behavior, human health, commerce, communications, migration and more.
With large parts of our lives being influenced by AI, it is critical that government, industry, academia and civil society work together to evaluate the opportunities presented by AI, ensuring that AI benefits all of humanity. Responding to this critical issue, ITU and the XPRIZE Foundation organized AI for Good Global Summit in Geneva, 7-9 June, 2017 in partnership with a number of UN sister agencies. The Summit aimed to accelerate and advance the development and democratization of AI solutions that can address specific global challenges related to poverty, hunger, health, education, the environment, and others.
The Summit provided a neutral platform for government officials, UN agencies, NGO's, industry leaders, and AI experts to discuss the ethical, technical, societal and policy issues related to AI, offer reccommendations and guidance, and promote international dialogue and cooperation in support of AI innovation.
Please visit the AI for Good Global Summit page for more resources: https://www.itu.int/en/ITU-T/AI/Pages/201706-default.aspx
If you would like to speak, partner or sponsor the 2018 edition of the summit, please contact: ai@itu.int
Join ITU today and apply for an International Mobile Subscriber Identity (IMSI) ranges signified by the shared Mobile Country Code ‘901’, which has no ties to any single country. ‘Global SIMs’ are important for enabling cross-border global M2M & IoT connectivity, helping manufacturers to build once and sell anywhere.
For more information contact: membership@itu.int
Report on the progress made by least developed countries towards universal + affordable Internet with recommendations to achieve Sustainable Development Goal 9C https://www.itu.int/en/ITU-D/LDCs/Pages/ICTs-for-SDGs-in-LDCs-Report.aspx
Collection Methodology for Key Performance Indicators for Smart Sustainable C...ITU
These indicators have been developed to provide cities with a consistent and standardised method to collect
data and measure performance and progress to:
achieving the Sustainable Development Goals (SDGs)
becoming a smarter city
becoming a more sustainable city
The indicators will enable cities to measure their progress over time, compare their performance to other
cities and through analysis and sharing allow for the dissemination of best practices and set standards for
progress in meeting the Sustainable Development Goals (SDGs) at the city level.
For more information visit: https://www.itu.int/en/ITU-T/ssc/united/Pages/default.aspx
Enhancing innovation and participation in smart sustainable citiesITU
The United for Smart Sustainable Cities (U4SSC) initiative was launched by the International Telecommunication
Union (ITU) and United Nations Economic Commission for Europe (UNECE) in May 2016. The first phase of this initiative, which was conducted via three Working Groups, was completed in April 2017. This flipbook brings together the work done in Working Group 3 (WG3) for Enhancing Innovation and Participation in Smart Sustainable Cities. WG3 is formed of a group of global experts and practitioners to facilitate knowledge sharing and partnership building on smart cities, with the aim of formulating strategic guidelines and case studies for enhancing innovation and participation in smart sustainable cities. More specifically, WG3 addresses various topics on smart governance, smart economy and smart people with the aim of achieving strong and symbiotic governance, economics and society.
For more information visit: https://www.itu.int/en/ITU-T/ssc/united/Pages/default.aspx
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/
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.
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.
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/
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.
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
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
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.
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
The Fraunhofer FOKUS 5G Playground Prototyping 5G-Ready Infrastructures and Applications in the 5G Capital Berlin
1.
2. The Fraunhofer
FOKUS 5G Playground:
Prototyping 5G-Ready Infrastructures and Applications
in the 5G Capital Berlin
Marius Corici
Deputy Director of Business Unit Software-based Networks (NGNI)
Fraunhofer Institute FOKUS
marius-iulian.corici@fokus.fraunhofer.de
3. There are some R&D steps which cannot be missed for reaching relevant research and
innovation results
• Motivating Research – showcasing the possibility of a new technology
• Novel Ideas – direction, planning, literature study and hands-on implementations
• Simulation Environment – evaluations of ideas on complex models
• Prototyping in Real Environments – realistic, comprehensive PoCs
• Product Prototyping – and the appropriate counterpart network environment
• Integration, Inter-op and Trials – comprehensive environments
• Product Implementation and Marketing
BEST PRACTICE EXAMPLE FOR R&D
4. 5G is based on a comprehensive software system using all the resources available in
the system
• The network functions are becoming software only
convergence with IT
– More flexible network infrastructures (growing on demand, adapting to
changes)
– Enabling the parallel deployments of multiple dedicated networks
• Network functions can be installed in compute nodes at the edge
of the network
• Development of new types of local access networks (and
integrating existing ones)
Key Communication Changes with 5G
Infrastructure
Fixed or Mobile/ Backhaul
Wide Area Network
Infrastructure
Local Access Network
Infrastructure
UE
UE
UE
UE
Fog Nodes Edge Nodes Central Cloud
Softwarization of
the network
Moving the intelligence
towards the edge
Integration of existing and new
local access networks
5. The 5G ecosystem takes advantage of these changes when implementing the network
functions able to seize the infrastructure advantages
• Communication can be executed through dedicated networks
– Using the same network functions
– Customized for the needs of the use cases
• Network functions can be placed in different network locations
– Providing differentiated services, security and resilience
• Local access networks can use carrier-grade network technologies
– Addressing the vertical requirements with the same technologies
– Enables anybody with communication requirements to install a network
Major Advantages of the 5G Evolution
Infrastructure
Fixed or Mobile/ Backhaul
Wide Area Network
Infrastructure
Local Access Network
Infrastructure
UE
UE
UE
UE
Fog Nodes Edge Nodes Central Cloud
6. • The 5G system is a distributed system
– The network functions should be able to understand the underlying connectivity
– Network functions should be properly synchronized
• The 5G system is a software system
– Performance depends on the underlying uncertain infrastructure
• New mechanisms for ensuring resilience and security
– With different levels of trust on the infrastructure
The 5G system should be adaptable enough to run on the available infrastructures (or at least
be able to determine on which infrastructures it can run)
The Network Functions Perspective
Infrastructure
Fixed or Mobile/ Backhaul
Wide Area Network
InfrastructureLocal Access Network
Infrastructure
UE
UE
UE
UE
Fog Nodes Edge Nodes Central Cloud
7. Providing mechanisms and features needed for distributed system deployments (on
Device/Fog, Edge, Central nodes)
Moving mechanisms from the 5G system level to the new infrastructure middleware
• Performance enhancement – load balancing and high availability
• Resilience of the end-to-end communication
• Security at infrastructure level
• Secure and Reliable Connectivity management
• Real-time orchestration of functionality
The Infrastructure Perspective
8. Providing a cross-layer communication between the network functions and the infrastructure
level
• Adapting the deployments to service requirements – dynamically adding network functions
according to the service administrator’s needs, adapting the service based on momentary
status
• Externalizing functionality to infrastructure – load balancing, high availability, security, backhaul
selection
• Providing service status and infrastructure information – on the externalized functionality, on
the current status of the system
The Integrated Perspective
Infrastructure
Fixed or Mobile/ Backhaul
Wide Area Network
Infrastructure
Local Access Network
Infrastructur
e
UE
UE
UE
UE
Fog Nodes Edge Nodes Central Cloud
Management and Orchestration
Adapting the deployments to
the service requirements
Externalizing functionality to
infrastructure
Providing service status and
infrastructure information
9. 5G Playground provides a single stop for a comprehensive set of toolkits with virtually
all that is needed to be installed for a live 5G testbed
• A comprehensive set of software toolkits enabling setup and development of 5G applications
in an end-to-end testing environment.
• A methodology and tools for benchmarking 5G prototypes and products.
• A commodity providing cost efficient automatic installation and experiment control.
What is the 5G Playground
Management and orchestration for NFV environments, running on top of
OpenStack (and soon OpenMANO).
A new, efficient approach for remote connectivity management of M2M and
multimedia, based on standard protocols.
Extensive platform for SDN added value features for flexible routing, virtual
environments and core network data paths.
R&D prototype for mobile core networks beyond 3GPP Release 13,
supporting 5G, 4G (LTE) and WLAN.
10. What is the 5G Playground made of
• A standard aligned implementation of the ETSI NFV MANO
• Running on top of OpenStack (and soon OpenMANO)
• Providing independent infrastructure slices
• Support for runtime elasticity and fault management
• A large amount of use cases
• Core networks, multimedia, etc.
• Available on github:
• https://github.com/openbaton
11. What is the 5G Playground made of
• A standard aligned implementation of the ETSI NFV MANO
• Running on top of OpenStack (and soon OpenMANO)
• Providing independent infrastructure slices
• Support for runtime elasticity and fault management
• A large amount of use cases
• Core networks, multimedia, etc.
• Available on github:
• https://github.com/openbaton
• A new approach to device communication, M2M and multimedia
• Addressing connectivity of a large number of devices
• Connectivity control on top of heterogeneous environments
• Security
• Customized connectivity
• Service capabilities
• Based on standard protocols
• OMA LW M2M, eSIM, etc.
12. What is the 5G Playground made of
• A standard aligned implementation of the ETSI NFV MANO
• Running on top of OpenStack (and soon OpenMANO)
• Providing independent infrastructure slices
• Support for runtime elasticity and fault management
• A large amount of use cases
• Core networks, multimedia, etc.
• Available on github:
• https://github.com/openbaton
• A new approach to device communication and M2M
• Addressing connectivity of a large number of devices
• Connectivity control on top of heterogeneous environments
• Security
• Customized connectivity
• Service capabilities
• Based on standard protocols
• OMA LW M2M, eSIM, etc.
• Providing an extensive platform for SDN added value features
• Based on standard components (IETF, ONF, etc.)
• Establishment of dynamic data paths
• Backhaul control for dedicated networks
• Data center networking
• Deep data plane programmability
• Service Function Chaining
• Factory shop-floor communication
14. 5G-Ready Trial Platform aims to provide the support for the technology development
between practical implementation and commercial systems
• Provides a consolidated turn-key solution of the
Fraunhofer FOKUS software components
• Integrates with selected access networks
• Provides the basis for showcasing new use cases
• Includes benchmarking and assessment mechanisms
• Comprehensive 5G ecosystem
• Pragmatically addressing the demonstration of 5G use
cases
• Providing the basis for new prototypes
• Enabling the evaluation and optimization of products
• Designed to address large and small deployments
What is 5G-Ready Trial Platform?
Research results
Technologies with business potential
Critical Technology
Elements
Technology Readiness Assessment
Trial 5G system
Integration
Commercial 5G system
Integration
5G-Ready
Trial
Platform
15. Edge Instantiation
• Enabling micro- operators/local networks
• Providing customized IoT connectivity for
x100 devices
5G-Ready Trial Platform Instantiations
Data Center Instantiation
• Multi-slice environment
• Providing support for massive IoT
• Providing support for multimedia
Edge Instantiation Data Center Instantiation
16. Includes three types of functional features (which may be combined in different
forms depending on the use cases)
• Customized packet core
– adapting control and data plane processing to the size and QoS requirements of the applications
• Generic enablers addressing:
– IoT deployments – device connectivity, device management, information aggregation and processing
– Multimedia enablers – IMS and media servers enabling multimedia acquisition and delivery
• Backhaul management
– Secure, dynamic edge network selection
• Integrating with IoT convergence (at application level) and third party applications
5G-Ready Trial Platform Architecture
17. Providing flexible management of the integrated infrastructure
• Supporting dynamic adaptations of the virtual network functions
• Orchestrating the fog, edge and central nodes into an end-to-end infrastructure
• Providing the management of the different Virtual Infrastructure Managers
• Providing device/connectivity management to the dynamic infrastructure
• Integrating with the infrastructure SDN control for customized flexible data paths
5G-Ready Trial Platform Management
18. • Trial technologies before deploying them into outdoor testbeds
– Ensuring a minimal maturity level across the technologies
– Ensuring interoperability/configuration flexibility testing before trials
• Providing an efficient means to initially evaluate use cases
– With a large number of possible network conditions (covering exceptional cases)
What Is The 5G-Ready Trial Platform good for? (next steps)
19. Create Advanced Prototypes
− In course of the ongoing 5G development, the 5G Playground @ FOKUS continuously
adopts relevant outcomes of experiments and trials …
− Based on the existing product base of customers (or third parties);
− From experiences with customized versions of the Fraunhofer FOKUS toolkits;
− From research collaboration and prototyping new products.
− Aiming to maintain the relevance of the testbed environment provided and opening new
market opportunities through raising awareness (demos, whitepapers).
Customization, further development and
Integration
New Product
Prototype
Existing
Customer
Product
Ongoing experimentation continuously advances the 5G Playground
21. Development of a secure overlay for bringing edge intelligence in existing enterprise
networks
• Secure and customized local access network (e.g., local WiFi, NB-
IoT, LoRa network)
• Provide customized connectivity
• Secure backhaul connectivity
• Backhaul selection and aggregation
• Remote management and orchestration
• Can be done with
customized 4G technologies
• No need to wait for 5G
Example Use Case: Edge Intelligence in Enterprise Networks
22. A comprehensive set of software toolkits enabling the setup and development of 5G
applications in an end-to-end testing environment
• Open5GCore – R&D prototype of software core networks (3GPP
Release 11) extended with support for NB-IoT
• OpenSDNCore – SDN platform showcasing added value in flexible
routing, virtual environments, secure and resilent backhauls
• Open5GMTC – efficient support for device connectivity &
management and IoT information control
• OpenBaton – mangement and orchestration of virtual network
environments
Example Use Case: Edge Intelligence in Enterprise Networks
24. Development of a secure dedicated network providing the specific requirements
• Secure and customized local access network (e.g. LTE-U network)
• Provide local processing and data compression
• Secure backhaul connectivity
• Backhaul selection and aggregation
• Can be done with
customized 4G technologies
• No need to wait for 5G
Example Use Case: Sister Agnes
25. • Providing secure customized connectivity to specialized devices
• Integrating a local access network
• Generic enablers for IoT connectivity (Data processing, data aggregation)
• Generic enablers for multimedia: acquisition and local delivery
• Connectivity to local applications presenting the information
• Providing secure, best available backhaul to the central location
• Managing remotely the network functions (no need for local service)
Example Use Case: Sister Agnes
26. Dedicated Networks for Public Events
Providing a secure network for safety, security and
logistics as well as for the public generated multimedia
27. • Bringing together dynamically multiple edge nodes
• Providing efficient communication over the dynamic infrastructure
• SDN secure composition of edge infrastructure
• Usage scenarios:
– Safety and security network: following a public event
– Logistics: providing a communication network for the event organizers
– Multimedia: collecting local multimedia
Edge Network Use Case – Dynamic Network Composition
28. Dedicated Networks for Factory Shop-Floor Communication
Providing a secure and reliable wireless communication
for the dynamic factories of the future
29. Focus topic: Enabling reliable wireless shop-floor communication through local 5G
network deployment
• Development of suitable mixed wireless/wired architecture for in-
factory communication
– Flexible, ultra-low delay and interference tolerant radio technologies
– Low-delay in-site backhaul and low delay cross-site communication
– Easy to configure and maintainable networking infrastructure
– Easy adaptation to changing shop-floor
environment and production processes
• Communication environment characteristics
– Communication and non-communication
(machines) radio interferers
– Coexistence with existing systems
– Many communicating devices (machines,
goods, tools, controllers, transportation …)
– Extended demands on reliability, long term
operations, maintenance, security …
Addressing Vertical Markets – Industrial Communication
31. Get Your Hands on 5G!
www.berlin5gweek.org
3rd IEEE Conference
on NFV-SDN
Nov 6th to Nov 8th 2017
nfvsdn2017.ieee-nfvsdn.org
Future Industrial
Internet
Nov 8th, 2017
www.iiot-forum.org
Getting Digital
Infrastructures
Ready for 5G
Nov 9th to Nov 10th, 2017
www.fuseco-forum.org
32. Get Your Hands on 5G!
www.berlin5gweek.org
Software Networks: Challenges & Opportunities and the Role of 5G
Understanding SDN, NFV, MEC, FOG, IoT, and 5G
Fraunhofer FOKUS, Berlin, Germany
Last Year more than 400 experts from 30 nations attended the 1st B5GW
www.berlin5gweek.org
33. For further information, technical questions, licensing and pricing
requests, contact us at info@Open5GCore.net