Telecommunication networks are evolving through technologies like 5G, SDN, and NFV that will change how data analytics are performed. 5G networks in particular will provide higher speeds, lower latency and greater capacity that will support new applications in areas like smart cities, autonomous vehicles and industrial IoT. These network advances will decentralize storage and computing and better support technologies like AI, blockchain and edge/fog computing for data analytics. Challenges around data security, privacy and effective utilization will also need to be addressed.
"Toward Cognitive-IoT Applications -- Integrating AI with Fog Computing" by Dr. Frank C. D. Tsai, Workshop of Mobile IoT with Edge Computing and Artificial Intelligence, sponsored by Ministry of Education, Taiwan
The document discusses zero touch network slicing for 5G networks. It begins by outlining the opportunities that 5G presents for both communication service consumers and mobile network operators. It then covers network slicing and its enablers like SDN, NFV, and MEC. The document proposes automating multi-domain network management through autonomous policy management. It provides a sample use case and discusses the need for mobile network innovations to reduce costs and drive new revenue through 5G.
Mobile edge computing (MEC) enables cloud computing capabilities and IT services at the edge of cellular networks. It addresses the long data paths and lack of determinism in quality of service (QoS) of traditional centralized architectures by relocating applications and services to the edge. This allows for campus area coverage, deterministic QoS, high availability, strong security and seamless mobility needed for demanding industrial Internet of Things (IoT) applications. The document discusses approaches like hybrid networks that separate control and user planes, as well as private LTE networks controlled by enterprises. It also highlights examples like Vodafone's 5G mobility lab demonstrating uses of MEC for areas like smart intersections and vehicle communications.
This document discusses cyber security concerns regarding smart grid technology integration. It outlines how increased data sharing and connectivity between new and legacy systems introduces new cyber vulnerabilities. It then summarizes existing cyber security standards from organizations like ISO, NERC, and IEC that can provide frameworks for addressing these vulnerabilities. Finally, it notes challenges integrating new technologies with legacy systems and the need for a strategic roadmap to guide secure technology adoption.
The document discusses edge computing and 5G networks for IoT applications. It notes that using cloud computing alone has limitations like wasted bandwidth, high latency, inefficient storage, and limited flexibility for privacy. Edge computing processes data at network edges using devices like gateways and small data centers to address these issues. The document also explores several EU-funded projects applying edge computing for applications in manufacturing and autonomous vehicles. It outlines how 5G networks can further support IoT by enabling more data and lower latency connectivity.
Michael Dell predicts that by 2025, 75% of data will be processed outside traditional datacenters and clouds, pointing to huge growth in edge computing. Edge computing is being accelerated by advances in 5G technology and lower costs of intelligent devices. For edge computing to grow rapidly, various stakeholders like tower companies, network operators, manufacturers, and hyperscalers must collaborate and ensure technologies are integrated, consistent globally, and securely connect diverse edge devices using different protocols. Success at the edge will depend on 5G integration, open collaboration, global consistency, flexible connectivity, and strong security.
A revolution is going on at the Edge of the Network.
Why Edge is important?
How Edge Computing is shaping the way we do IoT, AR/VR, Big Data, Machine Learning and Analytics applications.
What are the important problems and who’s problem is this?
What solutions Industry is looking into right now?
This review of the "Industry report by SDxCentral" summarizes what is going on in the Industry.
"A programmable, flexible and scalable network architecture will be required to support efficiently any Industrial-IoT solution. Vendor-Independent Software Defined Network will play a key role to address low latency, secure and real-time solutions. "
"Toward Cognitive-IoT Applications -- Integrating AI with Fog Computing" by Dr. Frank C. D. Tsai, Workshop of Mobile IoT with Edge Computing and Artificial Intelligence, sponsored by Ministry of Education, Taiwan
The document discusses zero touch network slicing for 5G networks. It begins by outlining the opportunities that 5G presents for both communication service consumers and mobile network operators. It then covers network slicing and its enablers like SDN, NFV, and MEC. The document proposes automating multi-domain network management through autonomous policy management. It provides a sample use case and discusses the need for mobile network innovations to reduce costs and drive new revenue through 5G.
Mobile edge computing (MEC) enables cloud computing capabilities and IT services at the edge of cellular networks. It addresses the long data paths and lack of determinism in quality of service (QoS) of traditional centralized architectures by relocating applications and services to the edge. This allows for campus area coverage, deterministic QoS, high availability, strong security and seamless mobility needed for demanding industrial Internet of Things (IoT) applications. The document discusses approaches like hybrid networks that separate control and user planes, as well as private LTE networks controlled by enterprises. It also highlights examples like Vodafone's 5G mobility lab demonstrating uses of MEC for areas like smart intersections and vehicle communications.
This document discusses cyber security concerns regarding smart grid technology integration. It outlines how increased data sharing and connectivity between new and legacy systems introduces new cyber vulnerabilities. It then summarizes existing cyber security standards from organizations like ISO, NERC, and IEC that can provide frameworks for addressing these vulnerabilities. Finally, it notes challenges integrating new technologies with legacy systems and the need for a strategic roadmap to guide secure technology adoption.
The document discusses edge computing and 5G networks for IoT applications. It notes that using cloud computing alone has limitations like wasted bandwidth, high latency, inefficient storage, and limited flexibility for privacy. Edge computing processes data at network edges using devices like gateways and small data centers to address these issues. The document also explores several EU-funded projects applying edge computing for applications in manufacturing and autonomous vehicles. It outlines how 5G networks can further support IoT by enabling more data and lower latency connectivity.
Michael Dell predicts that by 2025, 75% of data will be processed outside traditional datacenters and clouds, pointing to huge growth in edge computing. Edge computing is being accelerated by advances in 5G technology and lower costs of intelligent devices. For edge computing to grow rapidly, various stakeholders like tower companies, network operators, manufacturers, and hyperscalers must collaborate and ensure technologies are integrated, consistent globally, and securely connect diverse edge devices using different protocols. Success at the edge will depend on 5G integration, open collaboration, global consistency, flexible connectivity, and strong security.
A revolution is going on at the Edge of the Network.
Why Edge is important?
How Edge Computing is shaping the way we do IoT, AR/VR, Big Data, Machine Learning and Analytics applications.
What are the important problems and who’s problem is this?
What solutions Industry is looking into right now?
This review of the "Industry report by SDxCentral" summarizes what is going on in the Industry.
"A programmable, flexible and scalable network architecture will be required to support efficiently any Industrial-IoT solution. Vendor-Independent Software Defined Network will play a key role to address low latency, secure and real-time solutions. "
Edge Computing often misquoted, misrepresented, and misunderstood. In this presentation, I tried to demystify what the Edge Computing is and what role the edge computing plays in the Connected World.
Next-Generation Closed-Loop Automation - an Inside ViewLaurent Ciavaglia
The document provides an overview of next-generation closed-loop automation by three experts - Laurent Ciavaglia from Nokia, Pedro Henrique Gomes from Ericsson, and Ishan Vaishnavi from Lenovo. It introduces the speakers and their backgrounds working on closed-loop automation standards. The tutorial aims to share experience in standards development and present the latest developments in standards and open source towards multi-vendor coordinated closed-loop automation solutions.
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings IntegrationMemoori
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration. Memoori was joined by Dialog Semiconductors to discuss the recently standardized IoT Access Protocol (IAP) and how it may solve some of the problems that arise from integrating Smart Building systems. The Webinar will also discuss an example case study of LoRa sensors using the SmartServer Edge running IAP.
5G and edge computing - CORAL perspectiveRichard Scott
Charles Turyagyenda from InterDigital Europe Ltd presented an overview of the opportunities and technical aspects of 5G edge computing at the first of Digital Catapult Centre Brighton's 5G workshops. These workshops were designed to raised awareness of the opportunities and features of 5G within small digital businesses, as well as identifying potential use cases to be take forward to be explored within the National 5G testbed for digital businesses in Brighton.
We are inviting small digital businesses to get in contact to discuss how they might exploit the 5G testbed. If you are interested in how you might do so please email digicatbrighton@wiredsussex.com
Telecom Infrastructure joined with American Tower, Integrated Building Technologies, CopperTree Analytics, BCM One and Mintz, Levin, Cohn, Ferris, Glovsky and Popeo, P.C. for a presentation called "Smart Buildings: Technology Innovations to Maximize ROI for the Building Owner/Manager" which was focused on smart building technology and maximizing ROI. The event took place at The New York Yacht Club in New York, NY on Thursday, October 22, 2015.
This presentation is entitled Intelligent Network Services and was given by Chris Haydon of BCM One
Artificial intelligence in IoT-to-core network operations and managementADVA
Danish Rafique’s OFC 2019 presentation explores the AI application space and its architectural integration into today’s end-to-end network management stack.
Congresso Sociedade Brasileira de Computação CSBC2016 Porto Alegre (Brazil)
Workshop on Cloud Networks & Cloudscape Brazil
Sergio Takeo Kofuji, Assistant Professor at the University of São Paulo, Coordinator to FI WARE LAB in University of São Paulo, Brazil
The European Commission, in a recent communication (April 19th), has identified 5G and Internet of Things (IoT) amongst the ICT standardisation priorities for the Digital Single Market (DSM). This session will discuss the emergence of the mobile edge computing paradigm to reduce the latency for processing near the source large quantities of data and the need of the emerging 5G technology to satisfy the requirements of different verticals. Mobile Edge Clouds have the potential to provide an enormous amount of resources, but it raises several research challenges related to the resilience, security, data portability and usage due to the presence of multiple trusted domains, as well as energy consumption of battery powered devices. Large and centralized clouds have been deployed and have shown how this paradigm can greatly improve performance and flexibility while reducing costs. However, there are many issues requiring solutions that are user and context aware, dynamic, and with the capability to handle heterogeneous demands and systems. This is a challenge triggered by the Internet of Things (IoT) scenario, which strongly requires cloud-based solutions that can be dynamically located and managed, on demand and with self-organization capabilities to serve the purposes of different verticals.
Are you ready for IoT disruption? by Ana SeliškarBosnia Agile
The document discusses the Internet of Things (IoT) and how Cisco's IoT System addresses the major components of IoT including connectivity, security, analytics, management and automation. It provides an overview of Cisco's portfolio for IoT which includes purpose-built network devices, fog computing infrastructure, security from the cloud to edge devices, analytics tools, and software for digital transformation. Cisco's goal is to enable innovation across a broad ecosystem of technology partners and industries through an integrated IoT platform.
Microsoft Telecommunications Newsletter | December 2021Rick Lievano
Across industries, organizations are venturing deeper into their digital transformation journeys every day, and the telco industry is no exception. Microsoft is front-and-center helping to lead the transition of mobile networks to an open, disaggregated, and software-based model, leveraging Azure for Operators as the platform of choice. In this edition, you’ll find numerous stories about telcos transitioning IT, BSS, OSS, and their most critical network workloads to the cloud—and how Microsoft and partner solutions are key to those efforts.
This transformation doesn’t stop with core services, but it extends to innovative solutions that generate new revenue streams for operators. In this place where cloud meets the edge, compute meets mobile, and 5G trends continue to drive innovation, customer demand for advanced network capabilities is surging. Azure Edge Zones with AT&T is a great example of how Microsoft partners with operators to dramatically improve an application’s performance while reducing overhead and complexity for enterprise customers. And our extensive portfolio of private network offerings, cited as the most innovative globally in a recent Omnia report, provide operators new private LTE/5G solutions to bring to market.
Finally, we’d like to welcome Francesco Venturini to the Microsoft family as the executive leader for Media & Communications, and we look forward to working alongside him. Wishing you all a safe and happy holiday season.
The document discusses building a smarter, simpler network architecture using intelligent access and application monitoring. It argues that next generation networks need high scalability, availability, and self-healing capabilities to handle growing traffic and complexity. The author advocates for an approach where network access and security/monitoring tools work intelligently together as a cohesive system, with the access providing context about network traffic to help tools like firewalls and intrusion detection systems operate optimally. Automating functions like load balancing and "heartbeat" packets that check tool health are presented as ways to proactively monitor the network and optimize tool performance.
tw telecom's Intelligent Network provides businesses with value added capabilities on their Ethernet and managed services to increase visibility, flexibility, and control of application traffic as more workloads move to cloud environments, including real-time bandwidth management, application-aware networking, and direct connections to cloud providers like Amazon Web Services. The network aims to help businesses smoothly transition applications while maintaining performance, security, and reliability compared to public internet connections.
Edge Computing and 5G - SDN/NFV London meetupHaidee McMahon
Edge computing and 5G will enable one compute platform from edge to cloud. This will provide virtual, software-defined, and cloud-ready capabilities to support the 5G future. Key applications that will benefit include gaming/VR with high bandwidth and low latency requirements, as well as industrial and public safety uses involving real-time video analytics, surveillance, and facial recognition. Edge computing deployments will optimize performance for applications with strict latency constraints by placing computing resources closer to endpoints and users.
Edge computing: Cord build 17 telefonica use casesPatrick Lopez
1. Telefonica is developing an OnLife network architecture called CORD that features edge computing capabilities and a unified IP network to deliver services to customers.
2. CORD leverages open source software and open hardware platforms to build a network centered around distributed central offices that can deliver low latency services to residential, mobile, and enterprise customers.
3. The CORD architecture allows for innovative use cases like edge computing applications, virtual CDN, cloud services, and IoT that improve the customer experience through personalized services, local content delivery, and guaranteed latency.
Overcoming Tech Obsolescence in Smart BuildingsMemoori
Memoori talks to Mike Hook from building transformation specialists, LMG and building technology consultant, Ray D’Urso. They discuss how the lifespan of technologies amidst a rapidly changing landscape of user requirements and technological evolution is impacting how we design and construct the buildings of tomorrow.
Leading IT analyst firm Enterprise Management Associates (EMA) has published a new research report “Network Engineering and Operations in a Multi-Cloud World.” This report is based on a survey of 250 enterprise IT decision-makers with direct involvement in their cloud networking strategy and several one-on-one interviews with network architects and IT executives.
These slides explore the results of this research.
This document discusses the growing need for businesses to have anytime, anywhere access to their information and applications due to increasing data volumes and complexity. It notes that IT spending as a percentage of revenue continues to grow as businesses struggle to efficiently manage exponentially increasing data. The document then promotes the benefits of the CenturyLink and Savvis merger, which would provide customers with a robust fiber network, 48 data centers across the US, and one-stop access to combined IT infrastructure and networking capabilities. It argues the merger would allow customers to more holistically specify and scale their requirements while deploying applications faster and reducing costs.
This document discusses SDN/NFV and the progress that has been made over the past year. It outlines some of the key drivers for adopting SDN/NFV technologies, including automating service provisioning, launching new services faster, and scaling services faster. It also discusses some of the operational impacts and challenges of adopting these technologies, such as changes to organizational structures and processes. The document advocates that SDN/NFV implementations require clear use cases in order to be successful and not just science projects.
The document is a presentation by Richard Kang on edge computing case studies. It discusses Richard's professional experience, provides an overview of IoT architecture including cloud, communication, and edge layers. It then examines the role of edge computing and provides examples of edge computing applications in various industries such as automobiles, agriculture, manufacturing, smart homes and cities. It also compares various low-power wide-area network technologies.
5G will provide significantly higher speeds, greater network capacity, and lower latency compared to previous generations of wireless networks. It will enable billions of connected devices and support applications requiring low latency like autonomous driving. Intel is developing the end-to-end silicon, software and infrastructure needed to power 5G networks, including 5G modems, RF chips, virtualized network solutions, and edge computing platforms. 5G will transform industries by enabling new applications in areas like smart cities, healthcare, manufacturing and more through ultra-reliable connectivity for the Internet of Things.
Brian Vogelsang (Qualcomm): 5G and the Augmented EnterpriseAugmentedWorldExpo
A talk from the Enterprise Track at AWE USA 2019 - the World's #1 XR Conference & Expo in Santa Clara, California May 29-31, 2019.
Brian Vogelsang (Qualcomm): 5G and the Augmented Enterprise
5G promises to bring new levels of performance and efficiency that will power new user experiences and redefine a broad range of industries with connected services from retail to education, transportation to entertainment, and everything in between. 5G will also be a catalyst for Augmented Reality in the Enterprise, delivering multi-Gbps peak rates, ultra-low latency, massive capacity, and a more uniform user experience to businesses deploying AR technology. With 2019 as the beginning of a new era in communications, come learn how 5G will intersect the Enterprise Augmented Reality glasses of today, and become a fabric for enabling the more immersive experiences of tomorrow.
https://awexr.com
Edge Computing often misquoted, misrepresented, and misunderstood. In this presentation, I tried to demystify what the Edge Computing is and what role the edge computing plays in the Connected World.
Next-Generation Closed-Loop Automation - an Inside ViewLaurent Ciavaglia
The document provides an overview of next-generation closed-loop automation by three experts - Laurent Ciavaglia from Nokia, Pedro Henrique Gomes from Ericsson, and Ishan Vaishnavi from Lenovo. It introduces the speakers and their backgrounds working on closed-loop automation standards. The tutorial aims to share experience in standards development and present the latest developments in standards and open source towards multi-vendor coordinated closed-loop automation solutions.
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings IntegrationMemoori
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration. Memoori was joined by Dialog Semiconductors to discuss the recently standardized IoT Access Protocol (IAP) and how it may solve some of the problems that arise from integrating Smart Building systems. The Webinar will also discuss an example case study of LoRa sensors using the SmartServer Edge running IAP.
5G and edge computing - CORAL perspectiveRichard Scott
Charles Turyagyenda from InterDigital Europe Ltd presented an overview of the opportunities and technical aspects of 5G edge computing at the first of Digital Catapult Centre Brighton's 5G workshops. These workshops were designed to raised awareness of the opportunities and features of 5G within small digital businesses, as well as identifying potential use cases to be take forward to be explored within the National 5G testbed for digital businesses in Brighton.
We are inviting small digital businesses to get in contact to discuss how they might exploit the 5G testbed. If you are interested in how you might do so please email digicatbrighton@wiredsussex.com
Telecom Infrastructure joined with American Tower, Integrated Building Technologies, CopperTree Analytics, BCM One and Mintz, Levin, Cohn, Ferris, Glovsky and Popeo, P.C. for a presentation called "Smart Buildings: Technology Innovations to Maximize ROI for the Building Owner/Manager" which was focused on smart building technology and maximizing ROI. The event took place at The New York Yacht Club in New York, NY on Thursday, October 22, 2015.
This presentation is entitled Intelligent Network Services and was given by Chris Haydon of BCM One
Artificial intelligence in IoT-to-core network operations and managementADVA
Danish Rafique’s OFC 2019 presentation explores the AI application space and its architectural integration into today’s end-to-end network management stack.
Congresso Sociedade Brasileira de Computação CSBC2016 Porto Alegre (Brazil)
Workshop on Cloud Networks & Cloudscape Brazil
Sergio Takeo Kofuji, Assistant Professor at the University of São Paulo, Coordinator to FI WARE LAB in University of São Paulo, Brazil
The European Commission, in a recent communication (April 19th), has identified 5G and Internet of Things (IoT) amongst the ICT standardisation priorities for the Digital Single Market (DSM). This session will discuss the emergence of the mobile edge computing paradigm to reduce the latency for processing near the source large quantities of data and the need of the emerging 5G technology to satisfy the requirements of different verticals. Mobile Edge Clouds have the potential to provide an enormous amount of resources, but it raises several research challenges related to the resilience, security, data portability and usage due to the presence of multiple trusted domains, as well as energy consumption of battery powered devices. Large and centralized clouds have been deployed and have shown how this paradigm can greatly improve performance and flexibility while reducing costs. However, there are many issues requiring solutions that are user and context aware, dynamic, and with the capability to handle heterogeneous demands and systems. This is a challenge triggered by the Internet of Things (IoT) scenario, which strongly requires cloud-based solutions that can be dynamically located and managed, on demand and with self-organization capabilities to serve the purposes of different verticals.
Are you ready for IoT disruption? by Ana SeliškarBosnia Agile
The document discusses the Internet of Things (IoT) and how Cisco's IoT System addresses the major components of IoT including connectivity, security, analytics, management and automation. It provides an overview of Cisco's portfolio for IoT which includes purpose-built network devices, fog computing infrastructure, security from the cloud to edge devices, analytics tools, and software for digital transformation. Cisco's goal is to enable innovation across a broad ecosystem of technology partners and industries through an integrated IoT platform.
Microsoft Telecommunications Newsletter | December 2021Rick Lievano
Across industries, organizations are venturing deeper into their digital transformation journeys every day, and the telco industry is no exception. Microsoft is front-and-center helping to lead the transition of mobile networks to an open, disaggregated, and software-based model, leveraging Azure for Operators as the platform of choice. In this edition, you’ll find numerous stories about telcos transitioning IT, BSS, OSS, and their most critical network workloads to the cloud—and how Microsoft and partner solutions are key to those efforts.
This transformation doesn’t stop with core services, but it extends to innovative solutions that generate new revenue streams for operators. In this place where cloud meets the edge, compute meets mobile, and 5G trends continue to drive innovation, customer demand for advanced network capabilities is surging. Azure Edge Zones with AT&T is a great example of how Microsoft partners with operators to dramatically improve an application’s performance while reducing overhead and complexity for enterprise customers. And our extensive portfolio of private network offerings, cited as the most innovative globally in a recent Omnia report, provide operators new private LTE/5G solutions to bring to market.
Finally, we’d like to welcome Francesco Venturini to the Microsoft family as the executive leader for Media & Communications, and we look forward to working alongside him. Wishing you all a safe and happy holiday season.
The document discusses building a smarter, simpler network architecture using intelligent access and application monitoring. It argues that next generation networks need high scalability, availability, and self-healing capabilities to handle growing traffic and complexity. The author advocates for an approach where network access and security/monitoring tools work intelligently together as a cohesive system, with the access providing context about network traffic to help tools like firewalls and intrusion detection systems operate optimally. Automating functions like load balancing and "heartbeat" packets that check tool health are presented as ways to proactively monitor the network and optimize tool performance.
tw telecom's Intelligent Network provides businesses with value added capabilities on their Ethernet and managed services to increase visibility, flexibility, and control of application traffic as more workloads move to cloud environments, including real-time bandwidth management, application-aware networking, and direct connections to cloud providers like Amazon Web Services. The network aims to help businesses smoothly transition applications while maintaining performance, security, and reliability compared to public internet connections.
Edge Computing and 5G - SDN/NFV London meetupHaidee McMahon
Edge computing and 5G will enable one compute platform from edge to cloud. This will provide virtual, software-defined, and cloud-ready capabilities to support the 5G future. Key applications that will benefit include gaming/VR with high bandwidth and low latency requirements, as well as industrial and public safety uses involving real-time video analytics, surveillance, and facial recognition. Edge computing deployments will optimize performance for applications with strict latency constraints by placing computing resources closer to endpoints and users.
Edge computing: Cord build 17 telefonica use casesPatrick Lopez
1. Telefonica is developing an OnLife network architecture called CORD that features edge computing capabilities and a unified IP network to deliver services to customers.
2. CORD leverages open source software and open hardware platforms to build a network centered around distributed central offices that can deliver low latency services to residential, mobile, and enterprise customers.
3. The CORD architecture allows for innovative use cases like edge computing applications, virtual CDN, cloud services, and IoT that improve the customer experience through personalized services, local content delivery, and guaranteed latency.
Overcoming Tech Obsolescence in Smart BuildingsMemoori
Memoori talks to Mike Hook from building transformation specialists, LMG and building technology consultant, Ray D’Urso. They discuss how the lifespan of technologies amidst a rapidly changing landscape of user requirements and technological evolution is impacting how we design and construct the buildings of tomorrow.
Leading IT analyst firm Enterprise Management Associates (EMA) has published a new research report “Network Engineering and Operations in a Multi-Cloud World.” This report is based on a survey of 250 enterprise IT decision-makers with direct involvement in their cloud networking strategy and several one-on-one interviews with network architects and IT executives.
These slides explore the results of this research.
This document discusses the growing need for businesses to have anytime, anywhere access to their information and applications due to increasing data volumes and complexity. It notes that IT spending as a percentage of revenue continues to grow as businesses struggle to efficiently manage exponentially increasing data. The document then promotes the benefits of the CenturyLink and Savvis merger, which would provide customers with a robust fiber network, 48 data centers across the US, and one-stop access to combined IT infrastructure and networking capabilities. It argues the merger would allow customers to more holistically specify and scale their requirements while deploying applications faster and reducing costs.
This document discusses SDN/NFV and the progress that has been made over the past year. It outlines some of the key drivers for adopting SDN/NFV technologies, including automating service provisioning, launching new services faster, and scaling services faster. It also discusses some of the operational impacts and challenges of adopting these technologies, such as changes to organizational structures and processes. The document advocates that SDN/NFV implementations require clear use cases in order to be successful and not just science projects.
The document is a presentation by Richard Kang on edge computing case studies. It discusses Richard's professional experience, provides an overview of IoT architecture including cloud, communication, and edge layers. It then examines the role of edge computing and provides examples of edge computing applications in various industries such as automobiles, agriculture, manufacturing, smart homes and cities. It also compares various low-power wide-area network technologies.
5G will provide significantly higher speeds, greater network capacity, and lower latency compared to previous generations of wireless networks. It will enable billions of connected devices and support applications requiring low latency like autonomous driving. Intel is developing the end-to-end silicon, software and infrastructure needed to power 5G networks, including 5G modems, RF chips, virtualized network solutions, and edge computing platforms. 5G will transform industries by enabling new applications in areas like smart cities, healthcare, manufacturing and more through ultra-reliable connectivity for the Internet of Things.
Brian Vogelsang (Qualcomm): 5G and the Augmented EnterpriseAugmentedWorldExpo
A talk from the Enterprise Track at AWE USA 2019 - the World's #1 XR Conference & Expo in Santa Clara, California May 29-31, 2019.
Brian Vogelsang (Qualcomm): 5G and the Augmented Enterprise
5G promises to bring new levels of performance and efficiency that will power new user experiences and redefine a broad range of industries with connected services from retail to education, transportation to entertainment, and everything in between. 5G will also be a catalyst for Augmented Reality in the Enterprise, delivering multi-Gbps peak rates, ultra-low latency, massive capacity, and a more uniform user experience to businesses deploying AR technology. With 2019 as the beginning of a new era in communications, come learn how 5G will intersect the Enterprise Augmented Reality glasses of today, and become a fabric for enabling the more immersive experiences of tomorrow.
https://awexr.com
According to GSMA, 5G to account for 15% of the global mobile industry by 2025 as 5G network launches accelerate. 5G is on track to account for 15% of global mobile connections by 2025, as the number of 5G network launches and compatible devices ramps up in 2019, according to a new GSMA report. Let us look at the supporting technologies for 5G and the widespread applications of 5G across multiple industries.
Discussing the digital transformation of every part of the network with nfv s...Alberto Boaventura
This document discusses the digital transformation of telecommunication networks through new technologies like NFV/SDN. It covers several topics:
1. The evolution of networks from 4G to 4.5G to 5G and the transition to virtualized platforms.
2. Scenarios driving network transformation like the internet of things and tactile internet that will require networks to support higher data rates, lower latency, and more connections.
3. The challenges of planning networks to support new technologies and services while balancing costs and optimizing resources.
White Box Hardware Challenges in the 5G & IoT Hyperconnected EraCharo Sanchez
The development of an agile mobile network that supports a massive number of connected devices, low latencies, broadband speeds, network slicing, and edge intelligence is the result of a number of technologies that form the 5G vision. Advantech 5G Edge Servers and Universal Edge Appliances have been designed for the network edge to meet high availability network needs providing an open virtual infrastructure for seamless network transformation toward cloud native 5G architectures. From SD-WAN and private networks to virtual RAN, Central Office and Edge Cloud, Advantech is enabling the co-creation of products and services that will form the backbone of the new 5G & IoT economy.
www.advantech.com/nc/spotlight/5G
5 g latin america april 2019 network densification requirements v1.0Alberto Boaventura
Brings the discussion about the challenges about how network densificiation addresses 5G high density traffic and related challegens. Discusses about: interefence mitigation; synchronism and latency management; high capilarity optical transport challenges; network optimization challenges and AI bennefits; importance of public policy and others.
Presentación de Ulrike Eberhard, Socia Gerente de Detecon, la consultora de gestión y tecnología de Deutsche Telekom Group durante el Taller de Regulación CRC 2018.
Evolving the Evolved Packet Core
The document discusses the evolution of mobile networks from 2G and 3G to 4G LTE networks and the Evolved Packet Core (EPC). It notes the explosive growth in mobile data and video traffic driven by powerful consumer devices and new applications. This is driving a migration to an all-IP, distributed network architecture using heterogeneous networks of macrocells, microcells, picocells and femtocells. Next-generation base stations and the EPC must support this architecture and evolution to efficiently handle the computational complexities of 4G technologies and explosive mobile data growth.
Internet of Things Innovations & Megatrends Update 12/14/16Mark Goldstein
Mark Goldstein, President, International Research Center (http://www.researchedge.com/) presented an Internet of Things Innovations & Megatrends Update to the IEEE Computer Society Phoenix Chapter (http://ewh.ieee.org/r6/phoenix/compsociety/) on Wednesday, December 14, 2016 bringing up to date his presentation to the Chapter a year earlier. His long-form presentation explores the next Internet wave, the Internet of Things (IoT), expected to connect tens of billions of new sensors and devices in the coming years. Waves of change will roll through home, business, government, industrial, medical, transportation, and other complex ecosystems. This presentation examines how IoT will be implemented and monetized creating new business models from pervasive sensor deployments and data gathering, accompanied by new privacy and security risks. And it explores IoT’s roadblocks and operational challenges, emerging standards and protocols, gateway and wireless integration, and big data strategies and opportunities.
Whitepaper: Mobile Networks in a smart digital future - deploying a platform ...Petr Nemec
The document discusses Siemens' platform for supporting Internet of Things (IoT) and Narrowband IoT (NB-IoT) networks. It describes the growth of IoT and the need for specialized core network functionality to handle the diverse communication needs of IoT devices. The Siemens platform provides standards-compliant implementations of Service Capability Exposure Function (SCEF), Machine Type Communication Interworking Function (MTC-IWF), and MTC Authentication, Authorization and Accounting (MTC-AAA) to securely interface IoT/MTC applications with cellular networks. It also features scalability, redundancy and virtualization.
Vectolabs Technologies provides expertise in several areas related to Internet of Things (IoT) including smart city applications, IoT prototyping, electronics design and development, operational support systems, and data visualization. The document defines IoT as interconnected computing devices embedded in everyday objects that can send and receive data over the Internet. It also outlines common IoT applications and provides an example IoT architecture and overview of Vectolabs' NEMA Smart Street Light Controller product.
Israel's First Internet of Things ConferenceGeminiVC
Did you know that by 2020 there will be 30 billion connected devices?! Internet of Things (IoT) is a world where 'things', both physical and vitual, are linked, and is set to transform daily life as we know it. This exclusive, invitation-only event brought together global thought leaders and business executives who are passionate about innovation and the advancement of technology.
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
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5G network is surging the growth of IOT for building up new applications and business execution models. Implementation of the latest techniques, IOT, requires new performance standards such as security, great connectivity, low latency, ultra-authentic, the extent of wireless communication, etc., to boost cellular operations.
ZTE Embracing the 5 g future and dramatic opportunitiesMyles Freedman
This document discusses the evolution of mobile telecommunications networks from 2G to 5G and beyond. It outlines how 5G will enable data rates of over 10 Gbps and connect over 1 million devices per square kilometer. The document then summarizes 5G development progress in several African countries. It explores how 5G will impact digital services and discusses key technologies needed for infrastructure evolution like cloudification, mobile edge computing, and network slicing. The document emphasizes that infrastructure and operations must be adapted now to fully realize the opportunities of 5G.
Correlation between Terms of 5G Networks, IoT and D2D Communicationijtsrd
The proliferation of heterogeneous devices connected through large scale networks is a clear sign that the vision of the Internet of Things IoT is getting closer to becoming a reality. Many researchers and experts in the field share the opinion that the next to come fifth generation 5G cellular systems will be a strong boost for the IoT deployment. Device to Device D2D appears as a key communication paradigm to support heterogeneous objects interconnection and to guarantee important benefits. Future research directions are then presented towards a fully converged 5G IoT ecosystem. In this paper, we analyze existing data about D2D communication systems and its relation of 5G IoT networks. The enhancement of such networks will bring several spheres to learn for. Nozima Musaboyeva Bahtiyor Qizi "Correlation between Terms of 5G Networks, IoT and D2D Communication" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-6 , October 2021, URL: https://www.ijtsrd.com/papers/ijtsrd47522.pdf Paper URL : https://www.ijtsrd.com/computer-science/computer-network/47522/correlation-between-terms-of-5g-networks-iot-and-d2d-communication/nozima-musaboyeva-bahtiyor-qizi
Huawei proposes the New IP to shape the future network and address its challenges and requirements. The New IP enhances traditional IP with user-definable priorities, ultra-high throughput to connect heterogeneous networks, intrinsic security, and deterministic forwarding. It also supports flexible addressing, space-terrestrial networks, and service-oriented routing to interconnect diverse devices and applications. Huawei suggests ITU-T focus research efforts on the New IP to guide global network evolution in the coming decades.
This document discusses 5G NR based C-V2X (cellular vehicle-to-everything) for autonomous driving. It notes that Rel-14 C-V2X is gaining momentum and support for automotive safety use cases. 5G NR will provide a unified connectivity fabric to expand C-V2X into new industries and use cases to support higher levels of predictability for autonomous driving through ultra-reliable low latency communications and high data rates. The evolution of C-V2X to 5G NR will bring new capabilities to support advanced autonomous driving use cases through high throughput sharing of sensor and map data, as well as intent and trajectory sharing between vehicles.
Similar to SaskTel & Data for Good - Sean Milne (20)
This document provides an overview of Statistics Canada data resources that can be used to understand communities, including a municipal data portal, proximity measures data viewer, and 2021 Census of Population. It summarizes census geography levels and tools, and provides examples of population counts and age distribution data for areas in and around Regina, Saskatchewan from the 2021 and previous censuses.
The talk discusses and demonstrate techniques for analyzing survey data. Survey data is useful data source to answer a wide range of questions, however, it often requires special analytical techniques to interpret. We'll discuss how to weight data to match known population parameters (such as StatsCan census data) using post-stratification and using the MICE algorithm to deal with missing data. These techniques are commonly used in political polling and social science research. I'll provide example code in R and explain all the steps using data from a survey of Canadians' values.
All companies want to use machine learning, but face many roadblocks to getting there. It can be hard for an organization to get the skills, technology and computing power necessary to build a working machine learning model, and deploy it as a pipeline. Modern Cloud providers have a host of tools to make machine learning easier than ever before and they have available computing power to back it up. In this learning focused session, Ryan will introduce you to some basics of data for machine learning and show how cloud services like Microsoft Azure Machine Learning have made building scalable and accurate Machine Learning pipelines as easy as pivoting a table in excel.
This is a presentation and workshop that Data for Good delivered during the Regina Food Summit put on by the City of Regina and the Regina Foodbank, on December 10, 2021.
Naiomi Borger, Director of Information Systems at Precision AI tells us all about her company's AI and drone technology and how that tech will impact the ag sector in the future.
Data Visualization Kick Off #1 - Nov 3 2020 - Data for Good SaskatchewanData For Good Regina
This document announces a visualization challenge hosted by Data for Good to encourage the use of data skills to tell stories with data visualizations. Participants can choose any public dataset to visualize and must submit a single-page PDF by a deadline to be judged on understandability, how well it tells a story, and visual appeal. Bonus points will be given to visualizations that use local Saskatchewan data. Top submissions will be featured on the Data for Good social media and presented at an upcoming meetup. Contact information and examples of visualization tools and public datasets are provided.
Data for Good Regina talks about how it has used data to help organizations understand their data better so that they can further their mission. They talk about the United Way Summer Success Program and the datathon with the Distress Centre in Calgary.
Lance Dudar and Wendy Stone talk about TRiP is and how they provide young people and families access to resources in Regina by focusing on coordinated service support, reduction of barriers to pro-social activities, and school engagement
In this presentation, Economic Development Regina and Tourism Saskatchewan team up to showcase how they use data to target visitors inside and outside Regina.
This document is a presentation on carbon pricing by Brett Dolter, an assistant professor of economics. It includes 22 slides covering topics such as rising carbon dioxide concentrations, climate change impacts, greenhouse gas emissions sources, Canadian emissions trends, policy tools to reduce emissions, how carbon pricing works, evidence that carbon pricing reduces emissions, critiques of carbon pricing, and options for returning carbon pricing revenues. The document provides an overview of the issues surrounding carbon pricing and climate change policy.
This document provides information about the Regina Early Learning Centre, including its goals, programs, and attendance data. It operates three locations (Sacred Heart, Dr. Hanna, St. Matthew School) that provide early learning programs for infants through preschoolers, with a focus on education, parent support, health, and community connections. Attendance statistics from April to June 2019 show over 3,300 total visits across the locations. The centre collects family data to track attendance patterns and ensure services reflect the diversity of Regina.
ISM Environment Insights w/ Advanced Analytics - Data For GoodData For Good Regina
Manitoba Forage and Grassland Association
The project proponent Manitoba Forage and Grassland Association (MFGA) sought (1) to quantify the hydrologic effect of natural forage land use within the Assiniboine River Basin, and (2) to recommend land and water management practices that address various hydrologic issues present in the basin. Through ISM’s web-based delivery platform, highly technical hydrologic simulation results (provided by project partner Aquanty) are presented in a summarized and consumable format, intended for use by high level decision makers.
South Nation Conservation
South Nation Conservation (SNC) is a conservation authority responsible for watershed management outside of Ottawa, ON. In addition to having a need for a hydrologic understanding of their geography, SNC had a need for a full hydrologic forecasting platform to drive their business decisions. Daily ingestion of weather forecasts formed the foundational piece of this platform, giving SNC a continually updated prediction of potential hydrologic issues. ISM, Aquanty, and IBM’s The Weather Company partnered in this pioneering solution.
California Utility Company
ISM and IBM’s The Weather Company partnered to provide a predictive asset maintenance platform for a southern California energy utility. The client required real-time weather forecast models to be ingested, and fuel the prediction of “fire weather”, or places where wild fires are likely to occur. This allowed the client to identify which of their assets (power lines, sub stations, etc) may be at risk, and enables them to take proactive and preventive.
Robyn Edwards-Bentz walks through the way that the United Way in Regina helps young people keep up their literacy skills in their younger years to combat future educational issues.
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataKiwi Creative
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
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This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
Natural Language Processing (NLP), RAG and its applications .pptxfkyes25
1. In the realm of Natural Language Processing (NLP), knowledge-intensive tasks such as question answering, fact verification, and open-domain dialogue generation require the integration of vast and up-to-date information. Traditional neural models, though powerful, struggle with encoding all necessary knowledge within their parameters, leading to limitations in generalization and scalability. The paper "Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks" introduces RAG (Retrieval-Augmented Generation), a novel framework that synergizes retrieval mechanisms with generative models, enhancing performance by dynamically incorporating external knowledge during inference.
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfGetInData
Recently we have observed the rise of open-source Large Language Models (LLMs) that are community-driven or developed by the AI market leaders, such as Meta (Llama3), Databricks (DBRX) and Snowflake (Arctic). On the other hand, there is a growth in interest in specialized, carefully fine-tuned yet relatively small models that can efficiently assist programmers in day-to-day tasks. Finally, Retrieval-Augmented Generation (RAG) architectures have gained a lot of traction as the preferred approach for LLMs context and prompt augmentation for building conversational SQL data copilots, code copilots and chatbots.
In this presentation, we will show how we built upon these three concepts a robust Data Copilot that can help to democratize access to company data assets and boost performance of everyone working with data platforms.
Why do we need yet another (open-source ) Copilot?
How can we build one?
Architecture and evaluation
6. “The automated world will be vital to manufacturers, energy companies, and agricul
Accenture
$40 billion added
to GDP
250,000
jobs added
Impact of 5G in Canada
8. Zero X (zero wait, zero touch, zero trouble)
Decentralized Storage and Compute (“Split the Chip”)
Rapid integration of new technologies
Increased Capacity
Characteristics of an Evolved Network
9.
10.
11.
12.
13. MIMO - Beam Steering
Network Function Virtualization
Software Defined Networking
Artificial Intelligence
Network Slicing
LORA / LTE-M
Cloud Computing
Cloud Native Architecture
Satellite Connectivity
5G
Mobile Edge Compute Fog Networking
14. MIMO - Beam Steering
Network Function Virtualization
Software Defined Networking
Artificial Intelligence
Network Slicing
LORA / LTE-M
Cloud Computing
Cloud Native Architecture
Satellite Connectivity
5G
Mobile Edge Compute Fog Networking
34. Video 4k & 8k
AR/VR/XR
Smart City/Home
Autonomous Driving
Gaming
Artificial Intelligence
Industrial Automation
Health Care
Drones
Most Common Mentioned Sectors to Leverage New Technolcgies
Yes, my name is Sean, I am a data analyst at SaskTel and it is a privilege to speak with you tonight, I have learned a great deal through presenting to groups around the province, and I am fortunate to be presenting to you tonight.
This presentation is different from any other that I have done. Typically, I look at work completed, a look at how we run our business, but I want to talk about what we will be building. There is more benefit in talking about where we are going than telling you where we have been.
There was an idea that came up a while ago to talk about the evolution of our network. This group is passionate about data and solving problems and I believe this topic is perfect for this group. SOOO, you are the unlucky ones that I will be trying this out.
One of my favourite topics is seeing how technology can help.
When I decided to present on a network , topic, What is the connection between data and our networks? It turns out its everywhere.
Today, every single one of us used a network to solve a data problem. We queried a database, collaborated over a version control site, pulled data from a webs service, transferred data from one location to another, published our results on a website, or perhaps just researched or watched a video on a new skill to solve a complex problem. Networks are fundamental to daily life, and have become integrated in analytic process.
If you work in I am wager that today alone, every single one of us used a network to solve a data problem. We queried a database, collaborated over a version control site, pulled data from a webs service, transferred data from one location to another, published our results on a website, or perhaps just researched or watched a video on a new skill to solve a complex problem. Networks are fundamental to daily life, and have become integrated in analytics process.
Data for Good and other groups around the province are the right groups of people to hear this message. We can bring in network experts and subject matter expert’s on different technologies that will be crucial on these topics. I am lucky that I get to see these changes first hand There is an innovation shift on our networks that will change the structure of our networks forever. The data possibilities due to network technologies. I am very lucky to be able to see how the changes are being made, have a front row seat to see the technology and innovation on the network side. As I learned more It feels like we are about to go through massive shift on the data possibilities due to network technologies.
WE are still in the early stages transformations of it but have started to work much closer with customers around Saskatchewan
We are here for the people of Saskatchewan and to help you solve your issues. This group is full of talented, creative passionate people, its our responsibility to work with you, let you know what the network
Though moderate in the next five years, new value creation abounds, but the jury is still out who captures what parts of the bigger emerging 5G edge and network slicing ecosystem, according to the ABI analyst assessment.
“Aspects like Tiny Machine Learning (TinyML), private cellular networks, Open Radio Access Network (RAN), blockchain, smart manufacturing platforms, and even connected cows point to how technology advancements are allowing our physical world to be better connected, managed, and efficient,” said Stuart Carlaw, chief research officer at ABI Research.
4th Industrial Revolution
Digital, physical and biological world connect
Along with other technologies such as AI and machine learning, blockchain, fintech, smart manufacturing, and IoT, 5G is seen as crucial to the Fourth Industrial Revolution or Second Digital Revolution, in which adoption of new technologies drives automation in manufacturing and industrial practices more broadly.
The Core Network - is the mobile exchange and data network that manages all of the mobile voice, data and internet connections. For 5G, the ‘core network’ is being redesigned to better integrate with the internet and cloud based services and also includes distributed servers across the network improving response times (reducing latency)
Many of the advanced features of 5G including network function virtualization and network slicing for different applications and services, will be managed in the core.
The Core Network - is the mobile exchange and data network that manages all of the mobile voice, data and internet connections. For 5G, the ‘core network’ is being redesigned to better integrate with the internet and cloud based services and also includes distributed servers across the network improving response times (reducing latency)
Many of the advanced features of 5G including network function virtualization and network slicing for different applications and services, will be managed in the core.
VNF Functions international calling. The mobile core network is responsible for critical functions such as subscriber profile information, subscriber location, authentication of services and the necessary switching functions for voice and data sessions
Evolved Packet Core (EPC)
Software-Defined Branch and SD-WAN
IP Multi-Media Subsystem (IMS)
Session Border Control (SBC)
Video Servers
Virtual Customer Premises Equipment (vCPE)
Content Delivery Networks (CDN)
Network Monitoring
Network Slicing
Service Delivery
A variety of security functions – firewalls, intrusion detection and prevention systems, NAT, etc.
“Virtualize the network”
Network Function Virtualization (NVF) - is the ability to create a network functions in real time at any location within the operator’s cloud platform.
Mobile Compute Edge- Distributed Computing
Functions that used to run on dedicated hardware for example a firewall and encryption at business premises can now operate on software on a virtual machine. NVF is crucial to enable the speed efficiency and agility to support new business applications and is an important technology for a 5G ready core
Avoid Vendor Lock IN
Functions that used to run on dedicated hardware for example a firewall and encryption at business premises can now operate on software on a virtual machine. NVF is crucial to enable the speed efficiency and agility to support new business applications and is an important technology for a 5G ready core
Avoid Vendor Lock IN
Cloud-native computing takes advantage of many modern techniques, including multicloud, microservices, agile methodology, containers, vms and devops
Treat your Network Functions like Applications
New business opportunities made possible, host, network and IT services, using large server deployments
With NFV we can offer network services on demand. If we want add a firewall on your slice of the network it would take us to deploy an image as opposed of provisioning new hardware, then connecting a dedicated application to our systems.
NFV Consumption growth due to IOT and 5G
There are a new evolution of network services that can now be instantly added to you your service
NFV Consumption growth due to IOT and 5G
Better business models, consumption based growth, not a one size fits all
Reduced Costs and Cloud Providers getting into this space, you will see much modre startups getting into this space
Traditional Deployments of network devices allowed for data to be send independently
This gives you bandwidth on demand
-Monitor traffic and provisional a certain traffic at certain time
We are seeing factorial increases in Traffic when traffic moves this much solutions become more necessary
Add more benefits for SDN as well as how it works add one or two more slides
The SDN Controller provides a central point of control to distribute security and provisioning enterprise. SDN can effectively be used to manage security throughout the enterprise if it is implemented securely and properly.
Reduce Costs by leveraging equipment more efficiently
Being able to direct and automate data traffic makes it easier to implement quality of services (QoS)
5G brings three new aspects to the table: bigger channels (to speed up data), lower latency (to be more responsive), and the ability to connect a lot more devices at once (for sensors and smart devices).
In the last year dozens of 5G labs have been created. Everyone is trying to find that killer app, the application or use case to leverage the power of 5G. Lets find out why
The infrastructure will be new, but what will be key will be the spectrum,
When it comes to 5G, the low-band spectrum allows operators to provide wide coverage, even in rural locations. Also, the speed and latency of the network will be noticeably better than 4G, with expected peak speeds around 300Mbps.
Moving up to mid-band spectrum, we expect most carriers will opt to skip low-band 5G and go straight for mid band. Mid-band spectrum refers to frequencies between 1GHz and 6GHz.
The mid-band spectrum is considered to be ideal for 5G as it can carry lots of data across significant distances. Data speeds are significantly higher than the low-band spectrum, with speeds expecting to peak between 600-900Mbps.
The top of the spectrum chart, high band millimetre wave refers to 6GHz frequencies and higher. It offers super-fast speeds with peak speeds estimated at 1-3Gbps at the moment.
Latency will shrink from about 50 milliseconds (about half the time it takes a person to blink) to one millisecond for critical applications. This is essential to the seamless work of automated systems.
Its said that 5G will make onboard storage irrelevant,
The future of autonomous and interconnected devices operating cars, homes, factories and cities requires 5G, say experts
1-millisecond latency
Up to 100x number of connected devices per unit area (compared with 4G LTE)
5G is the beginning of the promotion of digitalization from personal entertainment to society interconnection. A number of traditional industries, such as automotive, healthcare, energy, and municipal systems participate in the construction of this ecosystem.
Sensors in
Moreover, the haptic feedback enabled by various sensors located on the surgical equipment is also needed in remote surgery such that the surgeons can feel what the robotic arms are touching for precise decision making. Among these three types of traffic, it is haptic feedback that requires the tightest delay requirement with the end-to-end RTTs lower than 1 ms. In terms of reliability, rare failures can be tolerated in remote surgical consultations, while the remote surgery demands an extremely reliable system (BLER down to 10-9) because any noticeable error can lead to catastrophic outcomes.
This reduction could unlock another concept, the Internet of Skills (IoS). This is the process by which specialists conduct their work remotely through virtual reality headsets.
Cars will navigate the roads and talk to each other over 5G. A future of augmented and virtual reality delivered through mobile devices will be built on 5G, too. Sophisticated wearable health devices will monitor signals and communicate with doctors in real time and the capacity for remote and precision surgery will soar.
So how does this new network technology help with data and data analytics.
Think of the problem this way: what can you do with unlimited sensors, storage and compute have no consequence, scale won’t impact process and AI can be trained and run a fraction what they can now. The boundaries of devices and processing will be removed. Our network will allow you to innovate in new ways never thought possible.
There is extensive research and use cases on this topic
The majority of the research within the data world on the network incubators centers around aggregating these subjects.
They all assume large scale utilizations, company wide or even wider distributions
Many of the Research network problems are centred around security and data privacy, at scale this becomes a complicated problem
There will be continually more and more regulations, over the last couple of years society is realizing the potential dangers of data. Stealing identities, directed ads, phycological manipulation and propaganda are all visible out there.
The collection and dissemination of data is becoming more and more difficult to necessary regulations.
We at SaskTel like many others are restricted to the data we can collect, view and distribute.
There has been many times through work ,or through personal projects that I have run into a difficulties working data due to privacy concerns with both sending and receiving data.
Yet still, there is this unrelenting drive to utilize data to its maximum potential.
We are starting to see methods of utilizing data through robust network technologies to solve these issues.
I am an optimist and I have seen amazing some amazing technologies
Traditionally Machine Learning has been a centra process.
Traditionally ML
Traditionally Machine Learning has been a centra process.
The goal is to design a machine learning framework that meets data privacy, security and regulatory requirements so that artificial intelligence systems can leverage the use of their data more efficiently and accurately.
Data acquisition at a societal scale
Despite their effectiveness, legacy data acquisition models backed with centralized Machine Learning models entail security and privacy concerns, and lead to less participation in large-scale sensing and data provision for smart city services.
Offload Compute to MEC or to local device
Traditionally Machine Learning has been a centra process.
Blockchains invented to timestamp digital documents
Blockchains, are prevalent in the new network technology. A blockchain is a decentralized protocol layer with robust security. They are used as a medium for tracking payments, data records, passwords. Literally any type of data.
There have been several chains set up to monitor data governance and quality and send it securely as well.
There are multiple uses cases for blockchain, on the data side and they don’t seem to get much attention.
By using a decentralized blockchain, we can protect these identities through the use of asymmetric cryptography and secure hashing algorithms. Devices would be registered according to their own corresponding blockchain addresses, guaranteeing their identity. This blockchain layer can provide a level of security and frictionless identification unmatched by the existing centralized infrastructure.
Some believe that in the future all data will travel through the blockchain as 5G coverage increases and smarter applications are built that require complex and huge amounts amid data at high speeds, there is also going to be increased danger of stealing data
One of the problems with theses chains, many have grown so large, and complicated they are having problems with scaling. Many of the larger chains take considerable time to authenticate and validate transactions. Think of paying for something then waiting several hours for it to clear.
As a remedy additional layers were added to added functionality that wasn’t present on the chain. Payments is the best example.
Every device will need to have its own address and on-chain transactions, there will need to be an on-chain capacity that reaches tens of thousands of transactions per second. In short, scalability must improve significantly on both layers.
On the back end, 5G and blockchain offer the promise of a potent combination,” he said. Blockchain can secure mobile banking networks that “will have to secure transactions on a very granular level,” while 5G will make sure these complex networks don’t strain under the weight of blockchains.
Sensors will be everywhere, they watch and monitor all. They networks previously would buckle under this weight. Now new network Technologies will allow IOT to provides sensor data at much larger scale
Analysts have been anticipating the implications of the Internet of Things (IoT) for several years. However, there have been two main impediments to its success: capacity and security.
Computer Vision with Augmented Reality
Through the network technology such as low latency, edge compute, and the centralization of computing wearables will become common, and visualities and info will be display in new ways.
Whether its for comerical day to day life
We are small province, but we can use that to our advantage, by solving local issues and collaborate to leverage new technologies to solve business critical initiatives