This document provides an overview of network function virtualization (NFV) from the perspective of an Indonesian telecommunications company, Telkomsel. It discusses the definition and benefits of NFV, including cost reductions, increased flexibility, and faster time to market for new services. It also outlines Telkomsel's insights into NFV and considers various deployment strategies and scenarios for migrating network functions to virtualized environments. Overall, the document examines how NFV can help Telkomsel and other telecom providers address rising data traffic and costs through the virtualization of network functions.
All components of the 5G platform is in place, we are making our system truly end-to-end with the new products we are introducing. With two new 5G Radios, AIR 6488 and AIR 5121 that, together with the AIR 6468, launched 2016, give us a complete portfolio of 5G radios for Massive MIMO with new mid-band and high-band versions.
NFV +SDN
(Network Function Virtualization + Software Defined Networking)
- What, Why and When NFV and SDN?
- Basic concepts and definition of NFV, SDN.
- Benefits of NFV.
- NFV Architecture
What is NFV? How does it relate to SDN, what does it mean for the telecommunications industry, and why should anyone outside of that industry care?
Presentation delivered at CloudOpen Europe, Düsseldorf, October 2014
This presentation is highlighting the architecture of 5G network and the need for a very efficient Management and Orchestration environnement, very automated and autonomous that monitors the network and services and trigger actions to optimize resources and meet quality of service.
5G Network Architecture, Design and Optimisation3G4G
Presented by Prof. Andy Sutton, Principal Network Architect, Architecture & Strategy, TSO, BT at The IET '5G - State of Play' conference on 24th January 2018
*** SHARED WITH PERMISSION ***
Introducing our 5G Platform for the first movers in 5G, the first completely end-to-end solution that combines core and radio solutions in 5G to enable new opportunities and use cases
All components of the 5G platform is in place, we are making our system truly end-to-end with the new products we are introducing. With two new 5G Radios, AIR 6488 and AIR 5121 that, together with the AIR 6468, launched 2016, give us a complete portfolio of 5G radios for Massive MIMO with new mid-band and high-band versions.
NFV +SDN
(Network Function Virtualization + Software Defined Networking)
- What, Why and When NFV and SDN?
- Basic concepts and definition of NFV, SDN.
- Benefits of NFV.
- NFV Architecture
What is NFV? How does it relate to SDN, what does it mean for the telecommunications industry, and why should anyone outside of that industry care?
Presentation delivered at CloudOpen Europe, Düsseldorf, October 2014
This presentation is highlighting the architecture of 5G network and the need for a very efficient Management and Orchestration environnement, very automated and autonomous that monitors the network and services and trigger actions to optimize resources and meet quality of service.
5G Network Architecture, Design and Optimisation3G4G
Presented by Prof. Andy Sutton, Principal Network Architect, Architecture & Strategy, TSO, BT at The IET '5G - State of Play' conference on 24th January 2018
*** SHARED WITH PERMISSION ***
Introducing our 5G Platform for the first movers in 5G, the first completely end-to-end solution that combines core and radio solutions in 5G to enable new opportunities and use cases
Ericsson brings new updates to its 5G platform. Introducing 5G network services to support operators from preparation to 5G launch. Ericsson 5G services roadmap spans across three distinct phases, Prepare, Mobilize and Launch. Through our service offerings, Operators can now evolve their 4G network and smoothly start introducing 5G, reaching new heights on their journey to 5G.
6G Training Course Part 9: Course Summary & Conclusion3G4G
After our successful launch of '5G for Absolute Beginners' course (http://bit.ly/5Gbegins) in 2020, we decided to create an introductory training course on 6G Mobile Wireless Communications technology. The course is ready and the best way to navigate it is via the Free 6G Training page at: https://bit.ly/6Gintro - this will ensure that you have the latest version of each video and also the most recent version of the 6G technologies videos as and they are added.
In this part we are providing a summary of the course and concluding with the next steps. Hopefully you found this course informative and useful. Do let us know what you thought and how do you think the 6G journey will proceed.
This course is part of #Free6Gtraining initiative (https://www.free6gtraining.com/)
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
6G and Beyond-5G Page: https://www.3g4g.co.uk/6G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Free 6G Training Blog: https://www.free6gtraining.com/
Comparison of SRv6 Extensions uSID, SRv6+, C-SRHKentaro Ebisawa
Comparing concept, SID and header format of compressed Segment Routing IPv6 proposals such as uSID, SRv6+, C-SRH. Slide presented at SRv6 Consortium @Tokyo on 23rd Aug 2019.
In this session we explore the future of new network services and how Universal CPE (uCPE) is used by service providers to combine many separate fixed-function network elements with a single multi-function device. Using virtualized network function software (VNFs) on Universal CPE, providers have a consistent and flexible foundation they can build on to offer new SD-WAN, SIP Trunking, and other services while improving network security with SBC and firewall VNFs.
We have all heard about the Cloud and, in general, we understand its advantages and disadvantages. But what really happens behind the curtains?
More recently, the concept of Software-Defined Networks (SDN) began to interlace with the Cloud, especially on its IaaS strand (Infrastructure as a Service), for providing computer networks as a service, either as an end in itself or as a means for supplying other resources to be consumed (e.g. virtual machines or network functions).
Especially, but not exclusively, in the telecommunications operators sector, another concept emerged: Network Functions Virtualization (NFV).
NFV allows the use of Cloud, SDN and modern virtualization technologies in order to execute and manage services and network functions in standard servers, increasing homogeneity in data centers and reducing maintenance and operational costs.
At the end of this presentation, the audience will get to know the basics of these three concepts and some examples from the real world. They will know about the the present and a possible future.
This presentation and demo show the hardware which consist of 5G UE’s, 5G radios, a fronthaul network and C-RAN with high density switches and servers, a transport network of 3 DWDM switches and a DC network of servers and high density switches. The basic software arrangement will be shown with emphasis on the structure of the orchestration and SDN controllers and the choice of virtualization components and logical networking. An eMBB slice will be brought up which will entail programming of the radios, the fronthaul, backhaul, a node B and the core. Its behavior will be noted through the test UE’s. An URRLC slice will be brought up and its nodeB and core will be demonstrated through its test UE’s showing extremely low latency. An MMTC slice will be brought up and a large number of test IOT devices will be demonstrated via the test UE’s. The eMBB slice will be augmented by programming a slice selection function that will create a ICN slice and an application (TBD) will be shown running over that ICN core (but with the eMBB slice). Spectrum will be reassigned from slice to slice and the changes noted as an optimizer recomputes the proper allocation of resources and executes it. Traffic will be increased and the changes in the backhaul over transport and core function placements will be noted. An additional demonstration will show creation of multiple 4G air interfaces using the same infrastructure network but with 4G radios and 4G UE’s using OAI software and ETTUS SDRs. A Skype session will be created between the two 4G slices. We will also try to show some of the EPC functions being moved while the UE sessions are not impacted.
Author : Peter Ashwood-Smith, Huawei Technologies
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
The slides givews an overview of the Ericsson 5G training program for 2018, including fundamentals as well as technical overviews of 5G Core and 5G RAN.
Setting off the 5G Advanced evolution with 3GPP Release 18Qualcomm Research
In December 2021, 3GPP has reached a consensus on the scope of 5G NR Release 18. This is a significant milestone marking the beginning of 5G Advanced — the second wave of wireless innovations that will fulfill the 5G vision. Release 18 will build on the solid foundation set by Releases 15, 16, and 17, and it sets the longer-term evolution direction of 5G and beyond. This release will encompass a wide range of new and enhancement projects, ranging from improved MIMO and application of AI/ML-enabled air interface to extended reality optimizations and broader IoT support.
5G will give consumers higher smartphones speeds and fiber-like wireless connections to the home, and it will unlock exciting new IoT use case from immersive augmented reality to remote haptic-enabled surgery to connected cars and smarter cities. 5G will impact the entire mobile network and associated ecosystem, from devices to radio access to the mobile core and into the cloud. Ericsson 5G Plug-Ins are designed for the radio access network and leverage the technology innovations enabled by the award-winning Ericsson 5G Radio Test Bed and Ericsson 5G Radio Prototypes already deployed and in operator 5G field trials worldwide.
Learn more: http://www.ericsson.com/spotlight/networks/secure-app-coverage/5g-plug-ins
This presentation gives a summary of SDXCentral 2017 Report on NFV Industry and its trends. The presentation gives jump start for beginners to navigate through NFV forest by getting necessary details and expand understanding elaborating each piece of puzzle.
Demystifying Network Function Virtualization (NFV) Service AssuranceZenoss
Presented by SOPRIS Technologies and Zenoss by SOPRIS' David Stevenson (CSO), and Zenoss' Kent Erickson (Senior Manager, Channel Marketing) and Laszlo Bojtos (Staff Sales Engineer).
Access the full presentation recordings for GalaxZ17 here: http://ow.ly/WyBu30cakk0
Ericsson brings new updates to its 5G platform. Introducing 5G network services to support operators from preparation to 5G launch. Ericsson 5G services roadmap spans across three distinct phases, Prepare, Mobilize and Launch. Through our service offerings, Operators can now evolve their 4G network and smoothly start introducing 5G, reaching new heights on their journey to 5G.
6G Training Course Part 9: Course Summary & Conclusion3G4G
After our successful launch of '5G for Absolute Beginners' course (http://bit.ly/5Gbegins) in 2020, we decided to create an introductory training course on 6G Mobile Wireless Communications technology. The course is ready and the best way to navigate it is via the Free 6G Training page at: https://bit.ly/6Gintro - this will ensure that you have the latest version of each video and also the most recent version of the 6G technologies videos as and they are added.
In this part we are providing a summary of the course and concluding with the next steps. Hopefully you found this course informative and useful. Do let us know what you thought and how do you think the 6G journey will proceed.
This course is part of #Free6Gtraining initiative (https://www.free6gtraining.com/)
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
6G and Beyond-5G Page: https://www.3g4g.co.uk/6G/
Free Training Videos: https://www.3g4g.co.uk/Training/
Free 6G Training Blog: https://www.free6gtraining.com/
Comparison of SRv6 Extensions uSID, SRv6+, C-SRHKentaro Ebisawa
Comparing concept, SID and header format of compressed Segment Routing IPv6 proposals such as uSID, SRv6+, C-SRH. Slide presented at SRv6 Consortium @Tokyo on 23rd Aug 2019.
In this session we explore the future of new network services and how Universal CPE (uCPE) is used by service providers to combine many separate fixed-function network elements with a single multi-function device. Using virtualized network function software (VNFs) on Universal CPE, providers have a consistent and flexible foundation they can build on to offer new SD-WAN, SIP Trunking, and other services while improving network security with SBC and firewall VNFs.
We have all heard about the Cloud and, in general, we understand its advantages and disadvantages. But what really happens behind the curtains?
More recently, the concept of Software-Defined Networks (SDN) began to interlace with the Cloud, especially on its IaaS strand (Infrastructure as a Service), for providing computer networks as a service, either as an end in itself or as a means for supplying other resources to be consumed (e.g. virtual machines or network functions).
Especially, but not exclusively, in the telecommunications operators sector, another concept emerged: Network Functions Virtualization (NFV).
NFV allows the use of Cloud, SDN and modern virtualization technologies in order to execute and manage services and network functions in standard servers, increasing homogeneity in data centers and reducing maintenance and operational costs.
At the end of this presentation, the audience will get to know the basics of these three concepts and some examples from the real world. They will know about the the present and a possible future.
This presentation and demo show the hardware which consist of 5G UE’s, 5G radios, a fronthaul network and C-RAN with high density switches and servers, a transport network of 3 DWDM switches and a DC network of servers and high density switches. The basic software arrangement will be shown with emphasis on the structure of the orchestration and SDN controllers and the choice of virtualization components and logical networking. An eMBB slice will be brought up which will entail programming of the radios, the fronthaul, backhaul, a node B and the core. Its behavior will be noted through the test UE’s. An URRLC slice will be brought up and its nodeB and core will be demonstrated through its test UE’s showing extremely low latency. An MMTC slice will be brought up and a large number of test IOT devices will be demonstrated via the test UE’s. The eMBB slice will be augmented by programming a slice selection function that will create a ICN slice and an application (TBD) will be shown running over that ICN core (but with the eMBB slice). Spectrum will be reassigned from slice to slice and the changes noted as an optimizer recomputes the proper allocation of resources and executes it. Traffic will be increased and the changes in the backhaul over transport and core function placements will be noted. An additional demonstration will show creation of multiple 4G air interfaces using the same infrastructure network but with 4G radios and 4G UE’s using OAI software and ETTUS SDRs. A Skype session will be created between the two 4G slices. We will also try to show some of the EPC functions being moved while the UE sessions are not impacted.
Author : Peter Ashwood-Smith, Huawei Technologies
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
The slides givews an overview of the Ericsson 5G training program for 2018, including fundamentals as well as technical overviews of 5G Core and 5G RAN.
Setting off the 5G Advanced evolution with 3GPP Release 18Qualcomm Research
In December 2021, 3GPP has reached a consensus on the scope of 5G NR Release 18. This is a significant milestone marking the beginning of 5G Advanced — the second wave of wireless innovations that will fulfill the 5G vision. Release 18 will build on the solid foundation set by Releases 15, 16, and 17, and it sets the longer-term evolution direction of 5G and beyond. This release will encompass a wide range of new and enhancement projects, ranging from improved MIMO and application of AI/ML-enabled air interface to extended reality optimizations and broader IoT support.
5G will give consumers higher smartphones speeds and fiber-like wireless connections to the home, and it will unlock exciting new IoT use case from immersive augmented reality to remote haptic-enabled surgery to connected cars and smarter cities. 5G will impact the entire mobile network and associated ecosystem, from devices to radio access to the mobile core and into the cloud. Ericsson 5G Plug-Ins are designed for the radio access network and leverage the technology innovations enabled by the award-winning Ericsson 5G Radio Test Bed and Ericsson 5G Radio Prototypes already deployed and in operator 5G field trials worldwide.
Learn more: http://www.ericsson.com/spotlight/networks/secure-app-coverage/5g-plug-ins
This presentation gives a summary of SDXCentral 2017 Report on NFV Industry and its trends. The presentation gives jump start for beginners to navigate through NFV forest by getting necessary details and expand understanding elaborating each piece of puzzle.
Demystifying Network Function Virtualization (NFV) Service AssuranceZenoss
Presented by SOPRIS Technologies and Zenoss by SOPRIS' David Stevenson (CSO), and Zenoss' Kent Erickson (Senior Manager, Channel Marketing) and Laszlo Bojtos (Staff Sales Engineer).
Access the full presentation recordings for GalaxZ17 here: http://ow.ly/WyBu30cakk0
In this session we explore the future of new network services and how Universal CPE (uCPE) is used by service providers to combine many separate fixed-function network elements with a single multi-function device. Using virtualized network function software (VNFs) on Universal CPE, providers have a consistent and flexible foundation they can build on to offer new SD-WAN...
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.
Meaningful and Necessary Operations on Behalf of NFVMichelle Holley
Uri Elzur shares his expertise in the challenging space of cloud networking. Uri is a networking specialist with more than 25 years of industry experience and is the CTO of Intel’s Data Center Network Solution Group.
Network Function Virtualization (NFV) BoF, by Santanu Dasgupta.
A presentation given at the APNIC 40 APNIC Network Function Virtualization (NFV) BoF session on Tue, 8 Sep 2015.
Cloudify: Open vCPE Design Concepts and Multi-Cloud OrchestrationCloudify Community
See how open vCPE can be achieved in the real world and in action, while integrating other VNFs into the service chain, while easily instantiating and managing on any cloud, leveraging open orchestration design concepts. More and more vendors are looking to not only easily onboard their VNFs to the cloud, but also build a stack that is versatile and not locked into one cloud provider or vendor. Join this webinar and learn how Datavision and Cloudify are helping deliver this end-to-end solution across the globe
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.
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★ 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
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★ Event Details ★
Linaro Connect USA - #LCU14
September 15-19th, 2014
Hyatt Regency San Francisco Airport
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http://www.linaro.org
http://connect.linaro.org
How will virtual networks, controlled by software, impact OSS systems?Comarch
Presentation from the OSS side of the story. How will the network change in the futur when entering the Zettabyte era? SDN/NFV explanations for the future of Telcos.
Research Challenges and Opportunities in the Era of the Internet of Everythin...Stenio Fernandes
Currently there is increasing interest in scientific research on network traffic management for advanced scenarios (e.g. Internet of Everything (IoE), Everything as a Service (XaaS), Smart Cities, and the like) and their respective demands for novel network services. Such networked applications bring massive amounts of traffic data to be processed in real-time, thus driving researchers to develop affordable yet efficient network management systems. In fact, new paradigms, services, and architectures, such as Network Virtualization (NV), Software-Defined Networking (SDN), Distributed Cloud Computing, Network Functions Virtualization (NFV), Service Function Chaining (SFC), etc, will require robust and dynamic capabilities to support a myriad of possibilities for applications from the IoE and XaaS concepts. For example, there is a need for an in-depth understanding of the composition and the dynamics of Internet traffic to perform accurate capacity planning, deploy efficient management policies and pricing strategies, assess protocol performance, and detect abnormalities in such scenarios. Research on measurement, modeling, and analysis of network traffic and infrastructure always face new challenges as new applications are continuously deployed.
In this talk, I will discuss the rise of IoE and XaaS as well as the demand for advanced networking services, paradigms, and architectures (e.g., SDN, NFV). I will give an overview of some challenges, opportunities, and directions in these research topics.
10-minutes introduction to SDNRG (Software Defined Networking Research Group) ITB, the first open SDN community in Indonesia. Presented at 1st SDNRG ITB Meetup, 1st November 2014
Experiment with custom Mininet Topology to simulate network topology by Dwina Fitriyandini Siswanto & Siti Amatullah Karimah, presented at 1st SDNRG ITB Meetup in 1st November 2014
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
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
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
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.
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.
2. |TELKOMSEL - Confidential
KeyMessages
NFV in a nutshell, trend in the industry
How the others are doing, describing various deployment
strategies, benchmark, case studies that possible to be done or
adopted by the CSP
1
3
Today’s Agenda
The Values that NFV bring, main drivers for CSP/Telcos to
adopt or acquired NFV technology
2
Telkomsel’s NFV insight, some introduction, overview, sneak
peak on how Telkomsel doing this NFV, future possibilities for local
industry or developer, etc
4
3. 3
Network Function Virtualization
(NFV) definition :
Leveraging standard IT virtualization
technology to consolidate many network
equipment types to reduce cost and
improve flexibility, operability, and
maintainability – ETSI NFV ISG
§ Vendor agnostic
§ CAPEX and OPEX optimization
§ Common hardware (COTS) support
§ New service creation capability increased
§ Multi tenancy support
§ Self provisioning and orchestration support
§ More flexible and simplify network
architecture
§ Fast time to market
§ Hypervisor needed and specific management
system
§ Resource pooling (compute,storage,
network) for any function
characteristics:
NFV Approach,from Legacy & Vendor Specific to Standardize &
Commodity Hardware
SOURCES: ETSI NFV ISG White Paper
4. 4
Main Difference betwween Legacy vs NFV Deployment
§ Procure New Hardware (Dedicated
/proprietary for specific network
function, usually take long time on
delivery, Hardware reuse is impossible,
especially for different vendor)
§ Finding Space and Power required
§ Install Hardware
§ Commissioning,Integrate,Operate
§ Redo the whole process for the other or
new network function
Serial & Iterative Process
§ One hardware (x86 COTS) can be
used by several network function
§ Hardware procurementand delivery is
faster, since the hardware is a
common commodity
§ Procure Hardware,Finding Space &
Power, Installation,Commissioning,
only needed to be done at the initial
deployment
§ All Network Function is only software
based and can be Install remotely and
parallely
§ Fail fast support to achieve faster
time-to-market
Parallel Process
Vs
5. 5
The main architecturalconstituents of the
NFV ArchitecturalFramework are :
§ The NFVI (Network Functions
Virtualization Infrastructure),which
provides the virtual resources required to
supportthe execution of the Virtualized
Network Functions. It includes Commercial-
Off-The-Shelf (COTS) hardware,accelerator
components where necessary,and a
software layer which virtualizes and
abstracts the underlying hardware
§ The VNF (Virtualized Network Function) is
the software implementation ofa network
function which is capable of running over the
NFVI. The VNF is the entity corresponding to
today’s network nodes, which are now
expected to be delivered as pure software
free from hardware dependency.
§ The NFV M&O (Management and Orchestration), which covers the orchestration and lifecycle managementofphysical
and/or software resources that supportthe infrastructure virtualization,and the lifecycle managementofVNFs. NFV
Managementand Orchestration focuses on the virtualization-specific managementtasks necessary in the NFV
framework.The NFV M&O also interacts with the (NFV external) OSS/BSS landscape,which allows NFV to be integrated
into an already existing network-wide managementlandscape
NFV ETSI ISG Architectural Framework
SOURCES: ETSI NFV ISG White Paper
6. 6
NFV ETSI ISG Use Cases Reference
§ Switching elements:BNG, CG-NAT, routers.
§ Mobile network nodes:HLR/HSS, MME,
SGSN, GGSN/PDN-GW, RNC,Node B,
eNode B.
§ Functions contained in home routers and set
top boxes to create virtualised home
environments.
§ Tunnelling gateway elements:IPSec/SSL
VPN gateways.
§ Traffic analysis:DPI, QoE measurement.
§ Service Assurance,SLA monitoring,Test
and Diagnostics.
§ NGN signalling:SBCs,IMS.
§ Converged and network-wide functions:AAA
servers, policy control and charging
platforms.
§ Application-level optimisation:CDNs,Cache
Servers, Load Balancers,Application
Accelerators.
§ Security functions:Firewalls,virus scanners,
intrusion detection systems, spam
protection..
Network Functions Virtualization is applicable to any
data plane packetprocessing and control plane
function in mobile and fixed networks. Potential
examples that can be listed include (not in any
particular order):
SOURCES: ETSI NFV ISG White Paper
7. 7 SOURCES: Infonetics Service Provider NFV Survey, 2015
§ There is no
clear correlation
between
criticality of
Network
Function with
operator
decision on
which NF going
to be
transformed into
NFV first
Mobile Core, vEPC
compared with vIMS
Core, .. Which one is
the most critical NF ?
Based on Infonetics Survey
Operators Adoption on NFV Use Cases
8. 8
Main Driver for Telco operators going into NFV
What happen onlinein 60 seconds?
Smart phones drive the massive
traffic of data, putting huge strain to
the CSP’s network infrastructures
SOURCES: Cisco VNI Mobile 2014,Internal Analysis
Costs for addressing data traffic
growth is getting higher, while the
data revenues declines
§ Cost dominated by Data usage
§ New services demand increase
9. 9
Values and Benefits that NFV Bring to the Industry
Reduce Capital Expenditures (CAPEX)
§ Reduce hardware costusing COTS / commodity servers
§ Service delivered in software, no dependency on vendor hardware
(price will be decreased)
Reduce Operational Expenditures (OPEX)
§ Quick and easy to move and scale the functionality,eliminate to deploy
and maintain specialized hardware for specialized functions.
§ Reduce space,power and cooling costs
§ Automation can be used to simplify roll out and ongoing management.
Accelerate Time-to-Market
Deliver Agility and Flexibility
§ Able to easily move, scale,and configure services as the demands of
customers or the business changes.
§ Operator doesn’thave to buy a new server / hardware system every new
service with small scale needed.
§ Simple installation and provisioning to quickly deploy services
§ Virtualized function enable easiness ofconducting trial,segregation with
production can minimize the potential of risk.
Technology Trends
§ Legacy vendors are starting to look into NFV technology.
§ Several operators in the world already conducted trial and RFP.
§ The rise of software-based company thatdevelop NFV enrich the NFV
vendor options.
§ Based on research done by Infonetics NFV widespread commercial
deployments will start from Y2016
SOURCES: ETSI, sdxcentral,Internal Analysis
10. 10
IT Cloud vs Network Cloud NFV Requirements
Enterprise (IT) Carrier (Network)
Virtualization Layer
Oracle, CRM,
Exchange
SAP, CRM,
HRIS
COTS Hardware
Virtualization Layer
GGSN, SGSN EPC, IMS
COTS Hardware
§ SLA 99.95% – 99.99 %
§ Focus on the compute
and storage capacity
§ Most application running
in lightload
§ Simple network
connection (internetand
intranet)
§ No large flow between
VMs
§ No strict requirementon
the network latency and
QoS
§ SLA 99.999%
§ Focus on the compute
and networking capacity
§ Most application running
in heavy load
§ Complex network
connection (signaling,
Media,OM)
§ Large flow between
VMs
§ Strict requirementon the
network latency and
QoS
vs
SOURCES: ETSI, sdxcentral,Cisco,Internal Analysis
Operators General NFV Requirements
11. 11
Posible NFV Implementation or Deployment Scenarios
SOURCES: ETSI, Cisco,Internal Analysis
VNF Case Specific,
e.g.
vMS, VPC
Orchestration Led
Infrastructure Led
VNF Led
• Cloudify & Automate DC Infra
• Leverage Opensource
• Virtualize, Programmable & Provisionable
• Service Elasticity
• Ease of Provisioning;
Time to market
• Service driven approach
• Service Agility
• Business outcome desired
Includes VNF-
M and NFV
Orchestrator
Compute, Network & SDN Controller, Storage, VIM
(OpenStack) & Automation
Orchestration Led
Infrastructure led approach
aka NFVI is gaining
prominence!
Integrating multiple virtual appliances from different vendors. Network operators need to be able to
“mix & match” hardware from different vendors, hypervisors from different vendors and virtual
appliances from different vendors without incurring significant integration costs and avoiding lock-in.
Challenges that needs to be answered by the SPs
12. 12
Posible NFV Migration Scenarios
SOURCES: Ericsson, NFV Strategy Rec. for Tsel
Scrap & Grow, retire legacy network and
start fresh with NFV
Grow & Grow, co-exist between legacy
and NFV, decision based on cost-based
analysis to find best match between
technology availability, performance
and operation cost
Cap & Grow, limit legacy network
until hardware retired, grow with NFV
and slowly transform legacy network
to NFV on new capacity expansion.
Slice & Grow, start NFV with
network slicing for specific need and
slowly migrating legacy slice to new
NFV slice
Cost
Efficient
Less
Complex Operation
Time to
New
Revenue
13. 13
Operators Adoption Positioning and Time Line
SOURCES: NFV/SDN Telecom Market Landscape, Technical Business Research, Oct. 2015
Rate of Adoption
Strategic
Importance
Low
High
High
Telefonica
SK Telecom
BT
KPN
KT
Vodafone
Telenor
DT
NTT
AT&T
CenturyLink
Verizon
KDDI
Orange
China Telecom
China Mobile
Etisalat
China Unicom
Bharti
Tier-2
Operators
Singtel Telstra
SoftBank
Planning
Stage
Mainstream
Early Adapter
Source: SDN and NFV Vendor
Leadership/Global Service Provider Survey,
Infonetics, Aug. 2015
NFV/SDN Telecom Market Landscape,
Technical Business Research, Oct. 2015
Cisco Service Providers Survey, Nov 2015
2014 20202013 2015 ~ 2016
POCs
• Operators,
vendors learn in
lab
• Few field trials
Field Trials
• Vendors productize NFV/SDN software in operator lab trials
• A few more field trials
• ~ 10 Commercial deployments
Early Commercial
Deployments
• Many operators deploy 1 or 2
use cases
• ~ 15 more commercial
deployments
Wider-spread Commercial
Deployments
• Mainstream Adoption
• Operators deploy several NFV/SDN use
cases, then more each year
2022
Late Majority
14. 14
Global NFV Implementation Use Cases
Virtual EPC Deployment
§ NTT Do Como Inc. first announced for a commercial launch ofNFV back in May
2014
§ 70% of the whole network will be virtualized by 2018
§ The solution is provided by Vmware,Fujitsu and NEC
Deployed program called “UNICA” for IoT and M2M Project
Core Network Modernization based on NFV
§ By August20th
, 2014,Vodafone VHA has chosen Ericsson to replace and
upgrade complete national core network
§ The upgrade include such as EPC, IMS, policy control and MSS circuit core
Network (2016)
§ 30% of the infrastructure has been virtualized and continue until 2023
§ Some vendors like Huawei,ALU,Ericsson,NSN, NEC, Vmware and Red Hat
KVM are collaborating in this initiative
§ Optimize its network to build services around IoTand M2M
Signaling based on NFV
§ Vodafone Germany has implemented signaling control including SS7 and
Diameter into single platform based on NFV, in early January 2015
§ the solution is provided by Netnumber and VMWare
§ Source : http://www.lightreading.com/spit-(service-provider-it)/diameter-routing-
signaling/netnumber-decrees-the-end-of-signaling-silos/d/d-id/712972
SOURCES: various vendors and public analysis
Deployed program called “Domain 2.0”
§ calls for the company to virtualize more than 75 percent of its network using
software-driven architecture by 2020
15. 15
Typical or Generic SPs Adoption Scenario on NFV are Aligned with
Future Network Architecture Requirements for 5G
SOURCES: ETSI, sdxcentral,Internal Analysis
Legacy EPC
Legacy Signaling
MME SPGW
DRA STP
Legacy CS Core
MSS MGW
Virtualized STP,IMS,EPC
XXXIMS EPC
Virtualization Platform
(NFV)
Generic Platform (COTS)
Scalability & Flexibility
Network Extension
STP IMS MSS MME
SPGWDRA HSS GiLAN
NFV Orchestrator
Dynamic resource control
Automation
NFV Enhancement
SDN across DC Cloud Telco SDN
Business Extension
NFV Evolved
Distributed
Service optimized
Core Network
Radio Access Network
3G
4G
5G
Today Future
Future services and business require network to have scalability, agility, flexibility and faster time deployment. Core
network evolution is needed to meet the services and business requirement.
16. 16
Telkomsel Insight, Virtualization Experience ...
A Miles away toward NFV
IT Virtualization Architecture
Telkomsel IT Group has been using virtualization
technology since Y2008, started from VMware 4.1. The
basic reasons of virtualization implementation are:
§ The operational easiness (install new server and
service) which resulting faster time-to-market.
§ Cost efficiency, since several small applications can be
installed in the same physical hardware, separated by
different virtual machines. Space, power, cooling usage
also reduced.
Hardware
Using Intel Architecture x86 COTS server.
Brand usage are : Dell,Fujitsu, HP, IBM
Hypervisor
Using only VMware ESXi as the hypervisor / virtual
infrastructure.
Operating System
Various operating system used as the foundation of
an application.e.g : Windows,Linux, FreeBSD
Applications
Application type are from the small scale to the
enterprise level.e.g : web server, tcash, smsbulk,
microsoft exchange,active directory.
except/exclude : OCS, CRM, OSDSS, Oracle
17. 17
Telkomsel Encourage Openness, Welcoming wide variety of
eco-system and playersincluding Academia ..
Virtual compute
Industry group of
Communication Service Providers
(CSPs) and Network Equipment
Providers (NEPs) to specify NFV
business / functional
requirements and the interfaces
necessary to support them
Open source software suite
for cloud computing
Integration project under the
Linux Foundation to create a
carrier-ready NFV Reference
Platform (an IaaS platform)
out of open-source
components.
Open platform for network
programmability for SDN
User-driven organization
dedicated to the promotion
and adoption of SDN
through open standards
development
§ Reducing vendor lock-in
§ Community developmentbrings a higher feature
velocity
§ Cost efficientleads to TCO savings
§ Flexibility and freedom
§ Interoperability
Opensource NFV Platform
Enables a wide variety of eco-systems and
encourages openness. It opens the virtual
appliance market to pure software entrants,
small players and academia, encouraging more
innovation to bring new services and new
revenue streams quickly at much lower risk
Benefits that can be achieved by the industry
Virtual storage
Virtual network
Virtual
Infrastructure
Manager (VIM)
DPDK