The next industrial revolution, sometimes referred to as Industry 4.0, is already ongoing, fueled by technology advancements in big data, automation and cyber physical systems. To achieve their full potential, these new processes and operating models require high-performance connectivity. Ultra-reliable low latency communication (URLLC) is a new set of 5G NR capabilities, expected for 3GPP Release 16, that can enable operators and enterprises to address a diverse range of high-performance industrial use-cases. This webinar will investigate 5G NR, including the support for private industrial networks and URLLC capabilities. Using the "factory of the future" concept as an example, it will show how 5G NR can help to transform industrial IoT by making it more dynamic, flexible and adaptable to market demand.
While 6G is as yet 10 years away, organizations that keep themselves up to date with what this next networking architecture has to bring to the table will have a decisive advantage over their competitors.
While 5G commercialization is still in its initial stage, it's never too soon to begin planning for 6G on the grounds that it regularly takes around 10 years from the beginning of exploration to commercialization of new generation of communications technology.
Most tech insiders trust 6G would need to hit two or three benchmarks first beginning with a hyper-quick information rate that beats 5G, with download paces of at any rate 1,000Gbps (multiple times the speed of 5G) and record-breaking all-time low latency, or “air latency” of under 100 μs, start to finish (E2E) inertness under 1 ms, and amazingly low delay jitter in order of microseconds.
Technology doesn't rest.
Despite the fact that the 5G Technology is still in the beginning of its arrangement, the tech world is now bantering around thoughts on what the next generation – 6G – might resemble.
This isn't startling on the grounds that the technology that goes into 5G's replacement will set aside some effort to create.
Tonex offers 6G Introduction, IMT-2030, a one-day course covering the planning inspiration and basic technology of 6G engineering, just like the new 6G terminology. Members are familiar with the comparison between 5G and 6G, and understand how 6G achieves its goals by understanding the functions of 6G.
Introduction to 6G Course by Tonex
IMT-2030 is an introduction to 6G, a one-day overview of 6G technology consistent with ITU-T IMT-2030. Learn about 6G wireless systems, use cases, applications, trends, technologies and protocols.
6G or IMT-2030 is the future of mobile networks promised by ITU-T network 2030. Tonex now offers training courses to help develop the next generation of 6G skills.
Who Should Attend
This one-day training course covers the design motivation and basic technology of 6G architecture, as well as new 6G vocabulary. You will also understand the difference between 5G and 6G, and understand how 6G will achieve its goals by observing how 6G works.
An advanced 6G technical overview for anyone involved in 6G product development, product management, analysis, planning, design and engineering.
Learning Objectives
Describe the 6G vision and business case Explain the key technologies and basic components of 6G networks
Draw end-to-end 6G network architecture, including new radio types, core networks and applications
Gradually complete the evolution from 5G to 6G
Course outline
Overview of 6G Wireless Networks
6G Vision, Architecture, and Key Technologies
Hologram Type Communications
Learn More
Introduction to 6G, Prepare Now Training
https://www.tonex.com/introduction-to-6g-prepare-now-training/
An introduction to 5G technology through the evolution of mobile networks: from 1G to 5G. The presentation provides basic information about each generation of mobile network: features, limitations, basic radio technologies and algorithms behind each generation.
In this deck, Greg Wahl from Advantech presents: Transforming Private 5G Networks.
Advantech Networks & Communications Group is driving innovation in next-generation network solutions with their High Performance Servers. We provide business critical hardware to the world's leading telecom and networking equipment manufacturers with both standard and customized products. Our High Performance Servers are highly configurable platforms designed to balance the best in x86 server-class processing performance with maximum I/O and offload density. The systems are cost effective, highly available and optimized to meet next generation networking and media processing needs.
“Advantech’s Networks and Communication Group has been both an innovator and trusted enabling partner in the telecommunications and network security markets for over a decade, designing and manufacturing products for OEMs that accelerate their network platform evolution and time to market.” Said Advantech Vice President of Networks & Communications Group, Ween Niu. “In the new IP Infrastructure era, we will be expanding our expertise in Software Defined Networking (SDN) and Network Function Virtualization (NFV), two of the essential conduits to 5G infrastructure agility making networks easier to install, secure, automate and manage in a cloud-based infrastructure.”
In addition to innovation in air interface technologies and architecture extensions, 5G will also need a new generation of network computing platforms to run the emerging software defined infrastructure, one that provides greater topology flexibility, essential to deliver on the promises of high availability, high coverage, low latency and high bandwidth connections. This will open up new parallel industry opportunities through dedicated 5G network slices reserved for specific industries dedicated to video traffic, augmented reality, IoT, connected cars etc. 5G unlocks many new doors and one of the keys to its enablement lies in the elasticity and flexibility of the underlying infrastructure.
Advantech’s corporate vision is to enable an intelligent planet. The company is a global leader in the fields of IoT intelligent systems and embedded platforms. To embrace the trends of IoT, big data, and artificial intelligence, Advantech promotes IoT hardware and software solutions with the Edge Intelligence WISE-PaaS core to assist business partners and clients in connecting their industrial chains. Advantech is also working with business partners to co-create business ecosystems that accelerate the goal of industrial intelligence."
Watch the video: https://wp.me/p3RLHQ-lPQ
* Company website: https://www.advantech.com/
* Solution page: https://www2.advantech.com/nc/newsletter/NCG/SKY/benefits.html
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
While 6G is as yet 10 years away, organizations that keep themselves up to date with what this next networking architecture has to bring to the table will have a decisive advantage over their competitors.
While 5G commercialization is still in its initial stage, it's never too soon to begin planning for 6G on the grounds that it regularly takes around 10 years from the beginning of exploration to commercialization of new generation of communications technology.
Most tech insiders trust 6G would need to hit two or three benchmarks first beginning with a hyper-quick information rate that beats 5G, with download paces of at any rate 1,000Gbps (multiple times the speed of 5G) and record-breaking all-time low latency, or “air latency” of under 100 μs, start to finish (E2E) inertness under 1 ms, and amazingly low delay jitter in order of microseconds.
Technology doesn't rest.
Despite the fact that the 5G Technology is still in the beginning of its arrangement, the tech world is now bantering around thoughts on what the next generation – 6G – might resemble.
This isn't startling on the grounds that the technology that goes into 5G's replacement will set aside some effort to create.
Tonex offers 6G Introduction, IMT-2030, a one-day course covering the planning inspiration and basic technology of 6G engineering, just like the new 6G terminology. Members are familiar with the comparison between 5G and 6G, and understand how 6G achieves its goals by understanding the functions of 6G.
Introduction to 6G Course by Tonex
IMT-2030 is an introduction to 6G, a one-day overview of 6G technology consistent with ITU-T IMT-2030. Learn about 6G wireless systems, use cases, applications, trends, technologies and protocols.
6G or IMT-2030 is the future of mobile networks promised by ITU-T network 2030. Tonex now offers training courses to help develop the next generation of 6G skills.
Who Should Attend
This one-day training course covers the design motivation and basic technology of 6G architecture, as well as new 6G vocabulary. You will also understand the difference between 5G and 6G, and understand how 6G will achieve its goals by observing how 6G works.
An advanced 6G technical overview for anyone involved in 6G product development, product management, analysis, planning, design and engineering.
Learning Objectives
Describe the 6G vision and business case Explain the key technologies and basic components of 6G networks
Draw end-to-end 6G network architecture, including new radio types, core networks and applications
Gradually complete the evolution from 5G to 6G
Course outline
Overview of 6G Wireless Networks
6G Vision, Architecture, and Key Technologies
Hologram Type Communications
Learn More
Introduction to 6G, Prepare Now Training
https://www.tonex.com/introduction-to-6g-prepare-now-training/
An introduction to 5G technology through the evolution of mobile networks: from 1G to 5G. The presentation provides basic information about each generation of mobile network: features, limitations, basic radio technologies and algorithms behind each generation.
In this deck, Greg Wahl from Advantech presents: Transforming Private 5G Networks.
Advantech Networks & Communications Group is driving innovation in next-generation network solutions with their High Performance Servers. We provide business critical hardware to the world's leading telecom and networking equipment manufacturers with both standard and customized products. Our High Performance Servers are highly configurable platforms designed to balance the best in x86 server-class processing performance with maximum I/O and offload density. The systems are cost effective, highly available and optimized to meet next generation networking and media processing needs.
“Advantech’s Networks and Communication Group has been both an innovator and trusted enabling partner in the telecommunications and network security markets for over a decade, designing and manufacturing products for OEMs that accelerate their network platform evolution and time to market.” Said Advantech Vice President of Networks & Communications Group, Ween Niu. “In the new IP Infrastructure era, we will be expanding our expertise in Software Defined Networking (SDN) and Network Function Virtualization (NFV), two of the essential conduits to 5G infrastructure agility making networks easier to install, secure, automate and manage in a cloud-based infrastructure.”
In addition to innovation in air interface technologies and architecture extensions, 5G will also need a new generation of network computing platforms to run the emerging software defined infrastructure, one that provides greater topology flexibility, essential to deliver on the promises of high availability, high coverage, low latency and high bandwidth connections. This will open up new parallel industry opportunities through dedicated 5G network slices reserved for specific industries dedicated to video traffic, augmented reality, IoT, connected cars etc. 5G unlocks many new doors and one of the keys to its enablement lies in the elasticity and flexibility of the underlying infrastructure.
Advantech’s corporate vision is to enable an intelligent planet. The company is a global leader in the fields of IoT intelligent systems and embedded platforms. To embrace the trends of IoT, big data, and artificial intelligence, Advantech promotes IoT hardware and software solutions with the Edge Intelligence WISE-PaaS core to assist business partners and clients in connecting their industrial chains. Advantech is also working with business partners to co-create business ecosystems that accelerate the goal of industrial intelligence."
Watch the video: https://wp.me/p3RLHQ-lPQ
* Company website: https://www.advantech.com/
* Solution page: https://www2.advantech.com/nc/newsletter/NCG/SKY/benefits.html
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
The future of IoT technology and the IoT Apps after the existence of the fifth generation of networking (5G-Network).
IoT is a new technology that was born a few years ago that based on the internet network which connects all IoT network terminals together to transfer data over the network between terminals (devices) abd take an action according to these data.
5G is a set of emerging global telecommunications standards, generally using high-frequency spectrum, to offer network connectivity with reduced latency and greater speed and capacity relative to its predecessors, most recently 4G LTE (Long-Term Evolution).
Importantly, 5G describes a collection of standards and technologies used to build tomorrow’s cutting-edge network infrastructure. In fact, many of the standards that will be officially considered 5G are still being decided on by working groups like the 3GPP, a collaborative body made up of various telecommunications associations.
This presentation outlines the synergistic nature of 5G and AI -- two disruptive areas of innovations that can change the world. It illustrates the benefits of adopting AI for the advancements of 5G, as well as showcases the latest progress made by Qualcomm Technologies, Inc.
A high level introduction to Non-Standalone and Standalone 5G and what benefits will they bring to the businesses.
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
5G + AI: The Ingredients For Next Generation Wireless InnovationQualcomm Research
5G and AI are two of the most disruptive technologies the world has seen in decades. While each is individually revolutionizing industries and enabling new experiences, the combination of both 5G and AI is going to be truly transformative. Applying AI not only to the 5G network but also the device will lead to more efficient wireless communications, longer battery life and enhanced user experiences. The low latency and high capacity of 5G will also allow AI processing to be distributed amongst the device, edge cloud and central cloud, enabling flexible system solutions for a variety of use cases. At Qualcomm Technologies, we are not only working on cutting-edge research for 5G and AI, but we are also exploring their synergies to realize our vision of the future. View this presentation to learn how AI is making 5G better -- in the network and on the device, why on-device AI processing is essential, and how 5G is empowering distributed learning over wireless.
5G Cellular Technology, Internet of Things, 5G, and IoT, The Evolution of 5G, 5G: A Paradigm Shift and Rethinking of Mobile Business, 5G Cellular Network Architecture, 5G working with 4G, Technology behind 5G, Millimeter Waves, 5G Core Network Architecture, Network Slice Definition, 5G Service-Based Architecture (SBA), 5G will enrich the Telecommunication Ecosystem, The Internet Of Things, EVOLUTION OF IOT, FOUR LAYER MODEL FOR IOT, Typical IoT Architecture, 5G + IoT: Ushering in a New Era, Impact of 5G on IoT, KEY TECHNOLOGIES WHICH ENABLE 5G–IoT, Wireless Network Function Virtualization.(WNFV), The architecture of 5G–IoT, Device to Device (D2D) Communication, 5G and IoT applications, Research Challenges for 5G, Future of IoT
Presented by Andy Sutton, Principal Network Architect - Chief Architect’s Office, TSO, BT at IET "Towards 5G Mobile Technology – Vision to Reality" seminar on 25th Jan 2017
Shared with permission
WiFi 6 is the latest industry certification program based on the IEEE 802.11ax standard for WiFi networks. It enables next-generation WiFi connectivity enabling high capacity, coverage, performance, & security. It provides a more consistent and reliable network connection with a seamless experience for users, IoT, & voice and video. It can achieve speeds up to 4 times faster than previous WiFi standards, promising better user experience and performance of bandwidth-consuming applications such as voice, video, and collaboration.
Objective is to include the brief insight on 5G network architecture and standard progress, Accumulated it from different paper/journal, vendor’s white paper and different blog.
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 transform the IoT, expanding the reach of 5G and mobile technologies beyond smartphones. This presentation talks about how 5G is opening doors to new use cases, what is in the 5G evolution that will address the expanding IoT needs, and what Qualcomm is doing to deliver end-to-end technologies and solutions.
Realizing mission-critical industrial automation with 5GQualcomm Research
Manufacturers seeking better operational efficiencies, with reduced downtime and higher yield, are at the leading edge of the Industry 4.0 transformation. With mobile system components and reliable wireless connectivity between them, flexible manufacturing systems can be reconfigured quickly for new tasks, to troubleshoot issues, or in response to shifts in supply and demand.
There is a long history of R&D collaboration between Bosch Rexroth and Qualcomm Technologies for the effective application of these 5G capabilities to industrial automation use cases. At the Robert Bosch Elektronik GmbH factory in Salzgitter, Germany, this collaboration has reached new heights.
Download this deck to learn how:
• Qualcomm Technologies and Bosch Rexroth are collaborating to accelerate the Industry 4.0 transformation
• 5G technologies deliver key capabilities for mission-critical industrial automation
• Distributed control solutions can work effectively across 5G TSN networks
• A single 5G technology platform solves connectivity and positioning needs for flexible manufacturing
The future of IoT technology and the IoT Apps after the existence of the fifth generation of networking (5G-Network).
IoT is a new technology that was born a few years ago that based on the internet network which connects all IoT network terminals together to transfer data over the network between terminals (devices) abd take an action according to these data.
5G is a set of emerging global telecommunications standards, generally using high-frequency spectrum, to offer network connectivity with reduced latency and greater speed and capacity relative to its predecessors, most recently 4G LTE (Long-Term Evolution).
Importantly, 5G describes a collection of standards and technologies used to build tomorrow’s cutting-edge network infrastructure. In fact, many of the standards that will be officially considered 5G are still being decided on by working groups like the 3GPP, a collaborative body made up of various telecommunications associations.
This presentation outlines the synergistic nature of 5G and AI -- two disruptive areas of innovations that can change the world. It illustrates the benefits of adopting AI for the advancements of 5G, as well as showcases the latest progress made by Qualcomm Technologies, Inc.
A high level introduction to Non-Standalone and Standalone 5G and what benefits will they bring to the businesses.
All our #3G4G5G slides and videos are available at:
Videos: https://www.youtube.com/3G4G5G
Slides: https://www.slideshare.net/3G4GLtd
5G Page: https://www.3g4g.co.uk/5G/
Free Training Videos: https://www.3g4g.co.uk/Training/
5G + AI: The Ingredients For Next Generation Wireless InnovationQualcomm Research
5G and AI are two of the most disruptive technologies the world has seen in decades. While each is individually revolutionizing industries and enabling new experiences, the combination of both 5G and AI is going to be truly transformative. Applying AI not only to the 5G network but also the device will lead to more efficient wireless communications, longer battery life and enhanced user experiences. The low latency and high capacity of 5G will also allow AI processing to be distributed amongst the device, edge cloud and central cloud, enabling flexible system solutions for a variety of use cases. At Qualcomm Technologies, we are not only working on cutting-edge research for 5G and AI, but we are also exploring their synergies to realize our vision of the future. View this presentation to learn how AI is making 5G better -- in the network and on the device, why on-device AI processing is essential, and how 5G is empowering distributed learning over wireless.
5G Cellular Technology, Internet of Things, 5G, and IoT, The Evolution of 5G, 5G: A Paradigm Shift and Rethinking of Mobile Business, 5G Cellular Network Architecture, 5G working with 4G, Technology behind 5G, Millimeter Waves, 5G Core Network Architecture, Network Slice Definition, 5G Service-Based Architecture (SBA), 5G will enrich the Telecommunication Ecosystem, The Internet Of Things, EVOLUTION OF IOT, FOUR LAYER MODEL FOR IOT, Typical IoT Architecture, 5G + IoT: Ushering in a New Era, Impact of 5G on IoT, KEY TECHNOLOGIES WHICH ENABLE 5G–IoT, Wireless Network Function Virtualization.(WNFV), The architecture of 5G–IoT, Device to Device (D2D) Communication, 5G and IoT applications, Research Challenges for 5G, Future of IoT
Presented by Andy Sutton, Principal Network Architect - Chief Architect’s Office, TSO, BT at IET "Towards 5G Mobile Technology – Vision to Reality" seminar on 25th Jan 2017
Shared with permission
WiFi 6 is the latest industry certification program based on the IEEE 802.11ax standard for WiFi networks. It enables next-generation WiFi connectivity enabling high capacity, coverage, performance, & security. It provides a more consistent and reliable network connection with a seamless experience for users, IoT, & voice and video. It can achieve speeds up to 4 times faster than previous WiFi standards, promising better user experience and performance of bandwidth-consuming applications such as voice, video, and collaboration.
Objective is to include the brief insight on 5G network architecture and standard progress, Accumulated it from different paper/journal, vendor’s white paper and different blog.
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 transform the IoT, expanding the reach of 5G and mobile technologies beyond smartphones. This presentation talks about how 5G is opening doors to new use cases, what is in the 5G evolution that will address the expanding IoT needs, and what Qualcomm is doing to deliver end-to-end technologies and solutions.
Realizing mission-critical industrial automation with 5GQualcomm Research
Manufacturers seeking better operational efficiencies, with reduced downtime and higher yield, are at the leading edge of the Industry 4.0 transformation. With mobile system components and reliable wireless connectivity between them, flexible manufacturing systems can be reconfigured quickly for new tasks, to troubleshoot issues, or in response to shifts in supply and demand.
There is a long history of R&D collaboration between Bosch Rexroth and Qualcomm Technologies for the effective application of these 5G capabilities to industrial automation use cases. At the Robert Bosch Elektronik GmbH factory in Salzgitter, Germany, this collaboration has reached new heights.
Download this deck to learn how:
• Qualcomm Technologies and Bosch Rexroth are collaborating to accelerate the Industry 4.0 transformation
• 5G technologies deliver key capabilities for mission-critical industrial automation
• Distributed control solutions can work effectively across 5G TSN networks
• A single 5G technology platform solves connectivity and positioning needs for flexible manufacturing
How will sidelink bring a new level of 5G versatility.pdfQualcomm Research
Today, the 5G system mainly operates on a network-to-device communication model, exemplified by enhanced mobile broadband use cases where all data transmissions are between the network (i.e., base station) and devices (e.g., smartphone). However, to fully deliver on the original 5G vision of supporting diverse devices, services, and deployment scenarios, we need to expand the 5G topology further to reach new levels of performance and efficiency.
That is why sidelink communication was introduced in 3GPP standards, designed to facilitate direct communication between devices, independent of connectivity via the cellular infrastructure. Beyond automotive communication, it also benefits many other 5G use cases such as IoT, mobile broadband, and public safety.
Accelerating our 5G future: a first look at 3GPP Rel-17 and beyondQualcomm Research
In December 2019, the scope of 3GPP Release 17 was decided in the Plenary meeting in Spain. This presentation outlines the details of this 3rd release of 5G standards.
This is the second part of my 5G project which consists of the architecture structure of 5G. What all it consists of, what all technologies it uses, what all layers it contain etc.
We are looking at the future of technology that has the structure of Nanocore, beneficial for future applications.
5G is designed to serve an unprecedented range of capabilities with a single global standard. With enhanced mobile broadband (eMBB), massive IoT (mIoT), and mission-critical IoT, the three pillars of 5G represent extremes in performance and associated complexity. For IoT services, NB-IoT and eMTC devices prioritize low power consumption and the lowest complexity for wide-area deployments (LPWA), while enhanced ultra-reliable, low-latency communication (eURLLC), along with time-sensitive networking (TSN), delivers the most stringent use case requirements. But there exists an opportunity to more efficiently address a broad range of mid-tier applications with capabilities ranging between these extremes.
In 5G NR Release 17, 3GPP introduced a new tier of reduced capability (RedCap) devices, also known as NR-Light. It is a new device platform that bridges the capability and complexity gap between the extremes in 5G today with an optimized design for mid-tier use cases. With the recent standards completion, NR-Light is set to efficiently expand the 5G universe to connect new frontiers.
Download this presentation to learn:
• What NR-Light is and why it can herald the next wave of 5G expansion
• How NR-Light is accelerating the growth of the connected intelligent edge
• Why NR-Light is a suitable 5G migration path for mid-tier LTE devices
Edge / Far Edge: Convergent Access & Transport InfrastructureDmitry Timerkhanov
Evolution of networks and services creates demand for highly distributed architecture. Number of parameters has to be met for the architecture to work at physical, logical and application levels. Proper convergence of transport and access domains within all currently available technologies is key for business case success on that path.
Discussing the digital transformation of every part of the network with nfv s...Alberto Boaventura
Discusses on the scenarios of telecommunication transformation through technology and services waves: Internet; Mobile Internet; Internet of Things and Tactile Internet; and the challenges of operators in the network transformation(from physical to virtualized ) and business (from CSP to DSP). It also addresses technological evolution challenges of 4.5G and 5G networks, such as infrastructure, radio spectrum requirements etc. Finally, it presents the advances of Oi in the sense of evolution of its network.
Entendre els fonaments de la tecnologia i conèixer com ens impactarà el seu desplegament. Vam descobrir les diferents aplicacions que tindrà el 5G en el nostre dia a dia i el valor que aportarà
Digital Nasional Berhad (DNB) has been established to accelerate the availability and adoption of 5G to support the transformation of Malaysia. The rollout of the 5G network has kicked off with the provision of 5G coverage in the Malaysian capital. This 5G network, will empower Malaysians to embrace the new digital economy.
Source: https://www.digital-nasional.com.my/white-papers
What Makes 5G Network Different - Digital Nasional BerhadDigitalNational
5G network is here and set to change our world for the better. It is true that 5G represents the fifth generation of mobile networks, but it is so much more than just another ‘G’. Read more
Similar to How 5G Will Transform Industrial IoT (20)
Generative AI models, such as ChatGPT and Stable Diffusion, can create new and original content like text, images, video, audio, or other data from simple prompts, as well as handle complex dialogs and reason about problems with or without images. These models are disrupting traditional technologies, from search and content creation to automation and problem solving, and are fundamentally shaping the future user interface to computing devices. Generative AI can apply broadly across industries, providing significant enhancements for utility, productivity, and entertainment. As generative AI adoption grows at record-setting speeds and computing demands increase, on-device and hybrid processing are more important than ever. Just like traditional computing evolved from mainframes to today’s mix of cloud and edge devices, AI processing will be distributed between them for AI to scale and reach its full potential.
In this presentation you’ll learn about:
- Why on-device AI is key
- Full-stack AI optimizations to make on-device AI possible and efficient
- Advanced techniques like quantization, distillation, and speculative decoding
- How generative AI models can be run on device and examples of some running now
- Qualcomm Technologies’ role in scaling on-device generative AI
As generative AI adoption grows at record-setting speeds and computing demands increase, hybrid processing is more important than ever. But just like traditional computing evolved from mainframes and thin clients to today’s mix of cloud and edge devices, AI processing must be distributed between the cloud and devices for AI to scale and reach its full potential. In this talk you’ll learn:
• Why on-device AI is key
• Which generative AI models can run on device
• Why the future of AI is hybrid
• Qualcomm Technologies’ role in making hybrid AI a reality
Qualcomm Webinar: Solving Unsolvable Combinatorial Problems with AIQualcomm Research
How do you find the best solution when faced with many choices? Combinatorial optimization is a field of mathematics that seeks to find the most optimal solutions for complex problems involving multiple variables. There are numerous business verticals that can benefit from combinatorial optimization, whether transport, supply chain, or the mobile industry.
More recently, we’ve seen gains from AI for combinatorial optimization, leading to scalability of the method, as well as significant reductions in cost. This method replaces the manual tuning of traditional heuristic approaches with an AI agent that provides a fast metric estimation.
In this presentation you will find out:
Why AI is crucial in combinatorial optimization
How it can be applied to two use cases: improving chip design and hardware-specific compilers
The state-of-the-art results achieved by Qualcomm AI Research
- There is a rich roadmap of 5G technologies coming in the second half of the 5G decade with the 5G Advanced evolution
- 6G will be the future innovation platform for 2030 and beyond building on the 5G Advanced foundation
- 6G will be more than just a new radio design, expanding the role of AI, sensing and others in the connected intelligent edge
- Qualcomm is leading cutting-edge wireless research across six key technology vectors on the path to 6G
3D perception is crucial for understanding the real world. It offers many benefits and new capabilities over 2D across diverse applications, from XR and autonomous driving to IOT, camera, and mobile. 3D perception with machine learning is creating the new state of the art (SOTA) in areas, such as depth estimation, object detection, and neural scene representation. Making these SOTA neural networks feasible for real-world deployment on mobile devices constrained by power, thermal, and performance has been a challenge. Qualcomm AI Research has developed not only novel AI techniques for 3D perception but also full-stack AI optimizations to enable real-world deployments and energy-efficient solutions. This presentation explores the latest research that is enabling efficient 3D perception while maintaining neural network model accuracy. You’ll learn about:
- The advantages of 3D perception over 2D and the need for 3D perception across applications
- Advancements in 3D perception research by Qualcomm AI Research
- Our future 3D perception research directions
5G is going mainstream across the globe, and this is an exciting time to harness the low latency and high capacity of 5G to enable the metaverse. A distributed-compute architecture across device and cloud can enable rich extended reality (XR) user experiences. Virtual reality (VR) and mixed reality (MR) are ready for deployment in private networks, while augmented reality (AR) for wide area networks can be enabled in the near term with Wi-Fi powered AR glasses paired with a 5G-enabled phone. Device APIs enabling application adaptation is critical for good user experience. 5G standards are evolving to support the deployment of AR glasses at a large scale and setting the stage for 6G-era with the merging of the physical, digital, and virtual worlds. Techniques like perception-enhanced wireless offer significant potential to improve user experience. Qualcomm Technologies is enabling the XR industry with platforms, developer SDKs, and reference designs.
Check out this webinar to learn:
• How 5G and distributed-compute architectures enable the metaverse
• The latest results from our boundless XR 5G/6G testbed, including device APIs and perception-enhanced wireless
• 5G standards evolution for enhancing XR applications and the road to 6G
• How Qualcomm Technologies is enabling the industry with platforms, SDKs, and reference designs
AI model efficiency is crucial for making AI ubiquitous, leading to smarter devices and enhanced lives. Besides the performance benefit, quantized neural networks also increase power efficiency for two reasons: reduced memory access costs and increased compute efficiency.
The quantization work done by the Qualcomm AI Research team is crucial in implementing machine learning algorithms on low-power edge devices. In network quantization, we focus on both pushing the state-of-the-art (SOTA) in compression and making quantized inference as easy to access as possible. For example, our SOTA work on oscillations in quantization-aware training that push the boundaries of what is possible with INT4 quantization. Furthermore, for ease of deployment, the integer formats such as INT16 and INT8 give comparable performance to floating point, i.e., FP16 and FP8, but have significantly better performance-per-watt performance. Researchers and developers can make use of this quantization research to successfully optimize and deploy their models across devices with open-sourced tools like AI Model Efficiency Toolkit (AIMET).
Presenters: Tijmen Blankevoort and Chirag Patel
Bringing AI research to wireless communication and sensingQualcomm Research
AI for wireless is already here, with applications in areas such as mobility management, sensing and localization, smart signaling and interference management. Recently, Qualcomm Technologies has prototyped the AI-enabled air interface and launched the Qualcomm 5G AI Suite. These developments are possible thanks to expertise in both wireless and machine learning from over a decade of foundational research in these complementing fields.
Our approach brings together the modeling flexibility and computational efficiency of machine learning and the out-of-domain generalization and interpretability of wireless domain expertise.
In this webinar, Qualcomm AI Research presents an overview of state-of-the-art research at the intersection of the two fields and offers a glimpse into the future of the wireless industry.
Qualcomm AI Research is an initiative of Qualcomm Technologies, Inc.
Speakers:
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Cellular networks have facilitated positioning in addition to voice or data communications from the beginning, since 2G, and we’ve since grown to rely on positioning technology to make our lives safer, simpler, more productive, and even fun. Cellular positioning complements other technologies to operate indoors and outdoors, including dense urban environments where tall buildings interfere with satellite positioning. It works whether we’re standing still, walking, or in a moving vehicle. With 5G, cellular positioning breaks new ground to bring robust precise positioning indoors and outdoors, to meet even the most demanding Industry 4.0 needs.
As we look to the future, the Connected Intelligent Edge will bring a new dimension of positional insight to a broad range of devices, improving wireless use cases still under development. We’re already charting the course to 5G Advanced and beyond by working on the evolution of cellular positioning technology to include RF sensing for situational awareness.
Download the deck to learn more.
The need for intelligent, personalized experiences powered by AI is ever-growing. Our devices are producing more and more data that could help improve our AI experiences. How do we learn and efficiently process all this data from edge devices while maintaining privacy? On-device learning rather than cloud training can address these challenges. In this presentation, we’ll discuss:
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This presentation takes a look at the technology roadmap for 5G NR millimeter wave (mmWave). Including features such as integrated access and backhaul (IAB), enhancements in beam management, mobility, coverage, and more. For more information, please visit www.qualcomm.com/mmwave
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Checkout: https://www.qualcomm.com/AI
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- Key technology developments that led to today’s smartphones
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💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
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👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
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Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
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Welocme to ViralQR, your best QR code generator.ViralQR
Welcome to ViralQR, your best QR code generator available on the market!
At ViralQR, we design static and dynamic QR codes. Our mission is to make business operations easier and customer engagement more powerful through the use of QR technology. Be it a small-scale business or a huge enterprise, our easy-to-use platform provides multiple choices that can be tailored according to your company's branding and marketing strategies.
Our Vision
We are here to make the process of creating QR codes easy and smooth, thus enhancing customer interaction and making business more fluid. We very strongly believe in the ability of QR codes to change the world for businesses in their interaction with customers and are set on making that technology accessible and usable far and wide.
Our Achievements
Ever since its inception, we have successfully served many clients by offering QR codes in their marketing, service delivery, and collection of feedback across various industries. Our platform has been recognized for its ease of use and amazing features, which helped a business to make QR codes.
Our Services
At ViralQR, here is a comprehensive suite of services that caters to your very needs:
Static QR Codes: Create free static QR codes. These QR codes are able to store significant information such as URLs, vCards, plain text, emails and SMS, Wi-Fi credentials, and Bitcoin addresses.
Dynamic QR codes: These also have all the advanced features but are subscription-based. They can directly link to PDF files, images, micro-landing pages, social accounts, review forms, business pages, and applications. In addition, they can be branded with CTAs, frames, patterns, colors, and logos to enhance your branding.
Pricing and Packages
Additionally, there is a 14-day free offer to ViralQR, which is an exceptional opportunity for new users to take a feel of this platform. One can easily subscribe from there and experience the full dynamic of using QR codes. The subscription plans are not only meant for business; they are priced very flexibly so that literally every business could afford to benefit from our service.
Why choose us?
ViralQR will provide services for marketing, advertising, catering, retail, and the like. The QR codes can be posted on fliers, packaging, merchandise, and banners, as well as to substitute for cash and cards in a restaurant or coffee shop. With QR codes integrated into your business, improve customer engagement and streamline operations.
Comprehensive Analytics
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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.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
How 5G Will Transform Industrial IoT
1. How will 5G transform
Industrial IoT?
Mehmet Yavuz
VP, Engineering
Qualcomm Technologies, Inc.
@qualcommJune 6, 2018 Webinar
2. 2
Transforming
industries
Connecting virtually everything
@ Wireless Edge
Redefined
computing
Desktop to smartphones
Digitized mobile
communications
Analog to digital
Transforming how the world connects, computes and communicates
Leading mobile innovation for over 30 years
4. 4
intelligence must be distributed
to the wireless edge
Data stays local
Sensing
Privacy
Security
Immediacy
Extract local value
New experiences
Personalization
Tailoring
Autonomy
Trillions of connected things
Massive amount of data
To scale,
5. 5
Distributed/virtualized core
1
,
mobile edge compute
2
, cloud RAN, …
Sensing, processing, security,
intelligence
Synergistic balance
On-device capabilities complemented
with edge cloud at wireless edge
1. Such as distributed packet gateway functionality for low latency; 2. Also related MEC Multi Access Edge Computing as defined by ETSI
• Ultra-low latency—key to 5G use cases
• Processing to augment on-device
• Local content, analytics, management
• Opportunity to provide tailored value
• Privacy as data stays on device
• Immediacy—tasks on device
• Efficient use of bandwidth
• Personalization with privacy
Edge cloud On-device
Central cloud
6. 6
ConstructionOil refineriesContainer ports Manufacturing
Oil rigsMines Wind farmsWarehouses
>$5 Trillion1
$273B
Utilities
$249B
Mining
$742B
Construction
$659B
Transport
$3,364B
Manufacturing
1. “The 5G economy: How 5G technology will contribute to the global economy” by IHS Economics / IHS Technology
Global economic output in 2035 enabled
by 5G in the following five categories
7. 7
Industry 4.0
The next industrial revolution is on its way
Industry
4.0 + 5G
With wireless edge
0 11
10 0
Industry
1.0
Mechanization
Industry
2.0
Electrification
Industry
3.0
Digitalization
Industry
4.0
Connectivity
• Reconfigurable factories
• Mobile robots and AGV
• Connecting moving parts
• Easy retrofitting
• Single network
• Scale to more devices
• Lower maintenance costs
• Inherent security
5G takes
Industry 4.0 to
the next level
8. 8
Diverse services
Scalability to address an extreme
variation of requirements
Diverse deployments
From macro to indoors, with support for
diverse topologies such as private networks
Mid-bands
1 GHz to 10 GHz
High-bands
Above 24 GHz (mmWave)
Low-bands
Below 1 GHzMassive Internet
of Things
Diverse spectrum
Getting the most out of a wide
array of spectrum bands/types
NR
Mission-critical
services
Enhanced mobile
broadband
5G
NR
Designing a unified, more capable 5G air interface
A unifying connectivity fabric for future innovation
A platform for existing, emerging, and unforeseen connected services
9. 9
Making 5G a reality in 2019
20182017 20202019 20222021
Release 17+ evolutionRel-16 work itemsRel-15 work items
Phase 2
Commercial launches
Phase 1
Commercial launchesNRField trialsIoDTs
Standalone (SA)
Continue to evolve LTE in parallel as essential part of the 5G Platform
NSA
We are here
Accelerate eMBB deployments,
plus establish foundation for
future 5G innovations
Deliver new fundamental 5G NR
technologies that expand and
evolve the 5G ecosystem
10. 10
Combination of 5G and compute is essential for Industry 4.0
Compute
Powerful processing
On-device CPU / DSP / GPU,
computer vision, audio, sensing,…
Artificial intelligence
Efficient machine learning,
on-device intelligence
Edge services/cloud
Data privacy, low latency,
local services, device management
Low power
5G NR
LTE IoT
Connectivity
BLEWi-FiMesh
Gigabit LTE
Security
Industry 4.0 + 5G
11. 11
Cloud analytics and virtualized
core network functions
Cloud services Local network at edge
Sensitive data
stays on site
Quick turnaround for
ultra low latency
RAN, core network and
analytics functions
Access
Machines
Sensors
Industrial IoT devices
Sensing, processing, security, intelligence
Wi-Fi
BLE
15.4 W-HART
Wired
Gateway
Security
Processing
Wireless edge for the industrial IoT
12. 12
Edge computing and analytics
Automated guided vehicle (AGV)
Security camera
Process Monitoring
Latency: 100 ms
Availability: 99.99%
Rate: kbps
Sensors
Safety functions
Latency: <10 ms
Availability: 99.9999%
Rate: Mbps-kbps
Handheld terminal
Augmented Reality
Latency: <10 ms
Availability: 99.9%
Rate: Gbps-Mbps
Head mounted display
Motion control
Latency: <1 ms
Availability: 99.9999%
Rate: Mbps-kbps
Industrial robot
Enhanced mobile
broadband Massive IoT
Ultra-reliable low latency
13. 13
Designing 5G to meet industrial IoT requirements
Private 5G network
for all services
Ultra Reliable Low Latency
Communication (URLLC)
Time Sensitive
Networking (TSN)
Dedicated licensed or
shared/unlicensed spectrum
Unifying connectivity, dedicated
network, optimized services
High reliability with low latency
in challenging RF environments
Replace wireline industrial ethernet
for reconfigurable factories
Spectrum to deploy
private 5G network
14. 1414
Private 5G networks for Industrial IoT use cases
TSN
1
and Ethernet
replacement
Enhanced MBB2 for
new uses like XR3
Ultra reliable
low-latency
New opportunities with 5G NR capabilitiesOptimizing LTE for the Industrial IoT today
Dedicated
Local network, easy to deploy,
independently managed
Optimized
Tailored for industrial
applications, e.g., QoS, latency
Secure
Cellular grade security and
keeping sensitive data local
Scalable from Gigabit
LTE to LTE IoT
Expand to shared /
unlicensed spectrum
1. Time Sensitive Networks (TSN); 2. Mobile Broadband (MBB); 3. Extended Reality (XR)—umbrella term for Augmented Reality (AR), Virtual Reality (VR), mixed reality (MR), etc.
15. 15
Spatial diversity is essential
• Coordinated multi-point (CoMP)
provides spatial diversity with
high capacity
• CoMP enabled with dense
deployment of small cells with high
bandwidth backhaul
Other diversity limited
• Frequency diversity does not
address RF blockage/shadowing
• Time diversity limited as ultra low
latency dictates timing
URLLC
Ultra Reliable Low
Latency Communication
99.9999% reliability1
1. One of the performance requirements for
“Discrete automation, motion control” in 3GPP TS
22.261 V16.3.0 Table 7.2.2-1
gNB
gNB
gNB
Ultra reliability using CoMP
CoMP
server
16. 16
Services
Core
network
RAN
User
equipment
Tradeoffs between different physical layer (PHY) splits
3GPP describes multiple options for splitting RAN functionality1
1. 3GPP TR38.801
Data RRC
PDCP
RLC
MAC
High PHY
Low PHY
RF
Option 7
Option 6
Distributed
unit (DU)
Centralized
unit (DU)
Trade-off
Benefits of
centralized PHY
• Can support coherent joint-
transmission CoMP resulting
in higher capacity
• More resource pooling
• Requires high-performance
backhaul, e.g., fiber
Benefits of
decentralized PHY
• Can support non-coherent
CoMP
• Less stringent backhaul
requirements, e.g., GbE
17. 1717
Mini-
slot
Achieving ultra-low latency with flexible slot structure
Flexible slot structure allows efficient
multiplexing of long and short transmissions
0 1 2 11 12 133 4 5 6 7 8 9 10
Slot Mini-slot
500 µs
~70 µs
Slot
250 µs
~35 µs
Subframe
1ms subframe aligned with LTE
CP-OFDM
symbol
Slot based transmissions for eMBB Mini-slot based transmissions for URLLC
15 kHz SCS
30 kHz SCS
60 kHz SCS
With 2, 4, or 7 symbols — optimized for
shorter transmissions suitable for URLLC
18. 1818
Industrial Ethernet using
Time Sensitive Networking
1
Enables time
synchronization
of machines
Deterministic
packet delivery
Reserved time slots
allow co-existence
with best effort traffic
Cycle n
Real-time
traffic class
Real-time
traffic lass
Real-time
traffic class
𝒕 𝒏 𝒕 𝒏
′ 𝒕(𝒏+𝟏) 𝒕(𝒏+𝟏)
′ 𝒕(𝒏+𝟐) 𝒕(𝒏+𝟐)
′
Cycle n+1 Cycle n+2
Time
Reservation
interval
1) Time Sensitive Networking (TSN) is a collection of IEEE 802.1Q standards
20. 20
Adapting 5G to support Time Sensitive Networking (TSN)
Quality of Service (QoS)
• Interface between 5G control plane and TSN for QoS
management
• Define new 5G QoS identifier for industrial Ethernet
• Admission control & interaction with TSN QoS framework
Time synchronization
• Time synchronization architecture
• Microsecond synchronization for all nodes
• Broadcasting precise time by gNB
Ethernet over 5G
• Transport Ethernet frames over 5G
• Efficient transport of broadcast packets,
including loop prevention
• Automatic address discovery
TSN
device
Adapter
Adapter
gNB
Ethernet
header
Payload
Ethernet
header
Payload
Ethernet
header
Payload
5G
header
UE Control plane
User plane
5G core
Backhaul
Precise time
Air linkEthernet Ethernet
TSN system
5G system
QoS mgmt.
TSN master clock
21. 2121
Licensed
spectrum
Operators can dedicate a portion in a specific
geographical area, e.g., at an industrial plant
Regional regulators can allocate spectrum,
e.g., 3.7 GHz under consideration
in Germany
Unlicensed/
shared spectrum
Unlicensed spectrum behaves like dedicated
spectrum in a confined environment controlled
by property owner
New sharing paradigms provide enhanced
performance with guaranteed performance
Regional shared spectrum for private industrial
networks, e.g., CBRS in the USA
Private network spectrum options for
both mobile operators and new entrants
Low-bands
Mid-bands
High-bands
22. 22
5G NR — opportunity for new spectrum sharing paradigms
Building on spectrum sharing technologies that we are pioneering today for LTE
Evolution path
NR unlicensed (NR-U)
LTE-U / LAA
LWA
MulteFire
CBRS / LSA
Revolution path
NR spectrum sharing (NR-SS)
Flexible NR framework
Guaranteed QoS
Time synch. and coordination
Spatial sharing with CoMP
1
Vertical and horizontal sharing
5G
1. Coordinated Multi-Point (CoMP)
23. 2323
Key industrial IoT functionality targeted for 3GPP rel. 16
5G NR is being designed to meet Industrial IoT requirements
Multiple verticals
including industrial IoT
Requirements URLLC Time Sensitive Networks (TSN)
Sub-ms latency and
99.9999% reliability
Spectrum
5G NR in unlicensed
or shared spectrum
Handling of Ethernet
switch functions
Enhanced Quality
of Service (QoS)
Microsecond time
synchronization
Real-Time
Best Effort
24. 24
Showcases precise command-
and-control of high-demand
factory apps
Previews new use cases
for 5G NR URLLC with
sub-millisecond latencies
Highlights factory automation
use case with 5G NR Private
Networks
Enables wireline replacement
and reconfigurable factories:
a key concept of Industry 4.0
MWC 2018
Industry-first demo
of wireless PROFINET
Industrial Ethernet
over 5G NR
Demo video available on YouTube, search for “5G NR Industrial IoT”
25. 25
Unique device key embedded
in chipset at factory
• Secure boot, debug
• Hardware Root-of-trust
• Secure execution environment
• Runtime integrity checks
Qualcomm wireless edge
services cloud platform
3rd party device
management platform
Trusted services to
securely connect and
manage devices
Qualcomm wireless edge services is a product of Qualcomm Technologies, Inc. and/or its subsidiaries.
Secure and trusted lifecycle management
• Device attestation and connection integrity
• Device provisioning with plug-n-play on-boarding
• On-demand chipset upgrades and feature activation
26. 26
Extending 5G to industrial IoT
URLLC with TSN support demanding industrial
IoT applications such as replacing wired
industrial Ethernet
Using CoMP to extend 5G
Coordinated Multi-Point (CoMP) can be
used for both increased reliability and
efficient spectrum sharing
Wireless edge
To scale industrial IoT, the center of
gravity shifts to the wireless edge with
distributed intelligence
Multiple spectrum options
Private 5G NR networks can be deployed in
licensed spectrum or in shared/unlicensed
spectrum with NR-U or NR-SS
NR
Summary