The webinar provided an update on the growing small cell market. Key points included:
1) Femtocells are becoming more established, with forecasts that there will be more femtocells deployed globally than traditional macrocell base stations by the end of 2012.
2) The small cell market is expected to experience rapid growth over the next few years, with small cells projected to make up 88% of all base stations globally by 2016.
3) Recent industry reports and operator announcements indicate increasing deployments of small cells in the hundreds of thousands by single operators, demonstrating the scalability of small cell solutions.
Mr. André Merigoux's presentation at QITCOM 2011QITCOM
QITCOM 2011
Presentation:
Turbulence Ahead: Innovative Thinking Urgently Needed to Unleash Digital Delivery
Presenter:
Mr. André Mérigoux – Alcatel-Lucent Director, Public Affairs
The document provides an overview of ICT policy implementation and telecenter status in Malawi. It discusses the country's legal and regulatory frameworks for ICT, performance of the ICT sector including subscriber growth and contribution to GDP, models of telecenters established in the country with different funding mechanisms, challenges facing telecenter development and expansion, and future plans to connect more constituencies through new telecenter projects.
Multimode, The Key Ingredient For Ubiquitous ConnectivityGreen Packet
Users today are demanding ubiquitous connectivity, an ultimatum the industry still struggles to achieve. The good news is that there are positive developments in this direction through the evolution towards multimode as far as networks and devices are concerned. However, what is lacking is the absence of a mechanism that unifies multiple networks and devices for a seamless
experience. This paper discusses the mechanism required to think on behalf of networks and devices so that users enjoy a truly ubiquitous connectivity.
Lte World Summit 2012 Lte Rollout And Devices In Gccssimam
This presentation discusses the impact of LTE and smart devices from the perspective of the GCC region. It provides an introduction to Omantel and an overview of telecom development and LTE deployments in GCC countries. Global and GCC perspectives are given on the smart phone and LTE devices market. Device bundled offers in GCC countries like Oman are examined. The future outlook anticipates continued growth in LTE subscriptions and devices after initial network rollouts, with the Middle East expected to lead in LTE adoption.
3 SECRETS TO CAPTURE THE MOBILE WIMAX MARKETGreen Packet
Mobile WiMAX was created to provide true mobility with high data rates, however, today, this vision is only successfully adopted by several WiMAX Operators. The real potential of Mobile WiMAX is yet to be tapped on worldwide. This paper share 3 tried and proven true secrets that will help WiMAX Operators capture the Mobile WiMAX market, encompassing correct packaging, device strategy and handling competition.
The document summarizes key indicators for Kenya's ICT market in 2010 and 2011. It shows growth across many areas like internet bandwidth, computer ownership, internet subscriptions, and mobile phone use. However, some areas declined like fixed phone lines. Overall the ICT sector grew significantly from 2010 to 2011, with increased infrastructure supporting a shift to services and software.
Elitecore Maravedis Webinar Final Slide DeckWi-Fi 360
The webinar discusses the key demands for mobile operators to monetize mobile broadband as data usage increases. It explains how an integrated subscriber and business support systems platform can help operators quickly launch competitive offerings, improve time to market, and reduce costs. A case study is presented on how such a platform helped an operator address these challenges and capture new revenue opportunities.
Mr. André Merigoux's presentation at QITCOM 2011QITCOM
QITCOM 2011
Presentation:
Turbulence Ahead: Innovative Thinking Urgently Needed to Unleash Digital Delivery
Presenter:
Mr. André Mérigoux – Alcatel-Lucent Director, Public Affairs
The document provides an overview of ICT policy implementation and telecenter status in Malawi. It discusses the country's legal and regulatory frameworks for ICT, performance of the ICT sector including subscriber growth and contribution to GDP, models of telecenters established in the country with different funding mechanisms, challenges facing telecenter development and expansion, and future plans to connect more constituencies through new telecenter projects.
Multimode, The Key Ingredient For Ubiquitous ConnectivityGreen Packet
Users today are demanding ubiquitous connectivity, an ultimatum the industry still struggles to achieve. The good news is that there are positive developments in this direction through the evolution towards multimode as far as networks and devices are concerned. However, what is lacking is the absence of a mechanism that unifies multiple networks and devices for a seamless
experience. This paper discusses the mechanism required to think on behalf of networks and devices so that users enjoy a truly ubiquitous connectivity.
Lte World Summit 2012 Lte Rollout And Devices In Gccssimam
This presentation discusses the impact of LTE and smart devices from the perspective of the GCC region. It provides an introduction to Omantel and an overview of telecom development and LTE deployments in GCC countries. Global and GCC perspectives are given on the smart phone and LTE devices market. Device bundled offers in GCC countries like Oman are examined. The future outlook anticipates continued growth in LTE subscriptions and devices after initial network rollouts, with the Middle East expected to lead in LTE adoption.
3 SECRETS TO CAPTURE THE MOBILE WIMAX MARKETGreen Packet
Mobile WiMAX was created to provide true mobility with high data rates, however, today, this vision is only successfully adopted by several WiMAX Operators. The real potential of Mobile WiMAX is yet to be tapped on worldwide. This paper share 3 tried and proven true secrets that will help WiMAX Operators capture the Mobile WiMAX market, encompassing correct packaging, device strategy and handling competition.
The document summarizes key indicators for Kenya's ICT market in 2010 and 2011. It shows growth across many areas like internet bandwidth, computer ownership, internet subscriptions, and mobile phone use. However, some areas declined like fixed phone lines. Overall the ICT sector grew significantly from 2010 to 2011, with increased infrastructure supporting a shift to services and software.
Elitecore Maravedis Webinar Final Slide DeckWi-Fi 360
The webinar discusses the key demands for mobile operators to monetize mobile broadband as data usage increases. It explains how an integrated subscriber and business support systems platform can help operators quickly launch competitive offerings, improve time to market, and reduce costs. A case study is presented on how such a platform helped an operator address these challenges and capture new revenue opportunities.
This document discusses trends in the mobile telecommunications industry and opportunities for alternative dispute resolution (ADR) professionals. It notes that mobile phone growth is 6 times faster than fixed line growth, and that by 2008 half of the world's population will have a mobile phone. It also discusses the increasing convergence of mobile and internet technologies, with mobile internet users growing rapidly. New business models and customer opportunities are emerging, driven by youth preferences for connectivity and social media access through mobile devices.
Wi fi hotspots will be small cells in mobile broadband networks by 2015Mikhail
Mobile operators are increasingly embracing WiFi as an integral part of their mobile broadband networks. Over the next few years, WiFi is expected to become a fully integrated component of small cell networking and heterogeneous networks. Major equipment vendors have begun offering carrier-grade WiFi solutions that allow for seamless authentication and roaming between WiFi and LTE networks. As LTE is deployed, mobile users will be able to roam between WiFi and LTE networks seamlessly and potentially use both networks simultaneously. WiFi hotspots will effectively function as a new type of small cell in mobile networks.
This document discusses trends driving shifts in global telecom markets and the digitization of economies. Key trends include increased device usability, mobility, technology-savvy consumers, and bandwidth demand and supply. Digitization will have broad implications on societies and economies through applications like smart grids, smart infrastructure, digital goods, cloud systems, and more. The challenges are designing and deploying the components needed for digital economies, such as smart systems, digital presence, and digital goods across various sectors including education, health, government, utilities, retail, banking, transport, and media.
Future-Sat Africa, June 2016_concept documentAdrian Hall
Extensia's inaugural Satellite summit, scheduled for June 2016 in South Africa, will focus on satellite playing an essential role in Africa’s future digital communications strategy across all sectors.
ZTE Communications is a quarterly peer‐reviewed technical magazine ISSN (1673‐5188). It focuses on the innovation of ICT technologies, and has been listed in major international databases. It is distributed to telecom reseachers and operators in more than 140 countries
This report presents the key findings of the "Mobiles for Development project", a global research study commissioned by UNICEF.This report provides analysis and write-ups of 10 M4D Case Studies (5 from within UNICEF, and 5 from the
broader M4D landscape) regarded as being of potential interest to UNICEF programming areas.
Moratelindo is an Indonesian telecommunications infrastructure provider that owns over 10,000 km of fiber optic cable and 5 data centers across Indonesia. The presentation discusses broadband market trends, defines the broadband ecosystem, and outlines Moratelindo's strategy to develop its network and services in line with market segmentation as both a provider of fiber infrastructure and data center facilities, and as a one-stop ICT solutions company.
Application brief cellular backhaul small rural cellsJoshua Cohen
The document discusses using small cell technology and satellite backhaul to expand rural connectivity. A survey found nearly half of respondents favored small cells for rural wireless access over 2G/3G macrocells. Satellite backhaul is well-suited for small cells due to its ability to provide cost-effective, carrier-class connectivity in remote areas lacking fixed-line infrastructure. Economic modeling showed satellite backhaul for small cells can achieve a two-year payback period and competitive total cost of ownership.
Emerging Technologies of Future Multimedia Coding, Analysis and TransmissionSitha Sok
Emerging Technologies of Future Multimedia Coding, Analysis and Transmission.
Overview of the Second Generation AVS Video Coding Standard (AVS2).
An Introduction to High Efficiency Video Coding Range Extensions.
Multi⁃Layer Extension of the High Efficiency Video Coding (HEVC) Standard
The document discusses the GSMA, a trade group representing mobile operators. It summarizes the GSMA's history and growth. Next, it outlines trends facing mobile operators like increasing video traffic and new services, as well as regulatory influences. To address these challenges, the document recommends strategies like obtaining more spectrum, network sharing, Wi-Fi roaming, and new offload and caching models. Finally, it argues that LTE presents both threats and opportunities, and that operators should embrace changes to prepare for the future.
5G will bring significantly higher data rates and lower latency compared to previous generations of wireless technology. It will enable a wide range of new applications and services by supporting connectivity for billions of devices. 5G networks will integrate both new and existing radio technologies to achieve this, including technologies like massive MIMO antennas and expanding operations into new spectrum bands. While the full 5G ecosystem is still being developed, it has the potential to disrupt many industries and business models through its dramatically improved connectivity capabilities.
The document summarizes discussions from meetings of the ITU Focus Group on Audiovisual Media Accessibility (FG AVA). The FG AVA aims to develop recommendations to make audiovisual media more accessible by June 2013. This includes an accessibility roadmap, examples of good practices, and applying a UN disability rights treaty to digital media. The group has formed working groups on topics like captioning, audio description, sign language, emerging technologies, and indicators to measure progress.
This document discusses mobile broadband and value added services in Nigeria. It provides background on Etisalat Nigeria, a major telecommunications company in the country. Etisalat Nigeria launched services in 7 cities in 2008 and has since expanded coverage to over 70% of the population. Etisalat won an award in 2012 for its Mobile Baby mHealth initiative, which uses mobile phones to improve maternal health. The document discusses how growing internet and mobile penetration in Nigeria is driving demand for value added services. It outlines network operators' roles in enhancing value added services through innovation, quality of service, customer education, and partner relationships.
The document discusses several topics:
1) The UMTS Forum's key focus areas in 2010 include spectrum and regulation issues related to 3G/LTE licensing, global broadband ecosystems, and key growth markets.
2) It addresses the digital dividend and opportunities for mobile broadband spectrum as countries transition from analog to digital television broadcasting.
3) Charts and data illustrate mobile data traffic growth, emerging regions and their importance, and the benefits of increased mobile connectivity and Internet access.
The document discusses the transition from a traditional, hierarchical society to a new internet society characterized by virtual time, exponential growth, virtual communities, social networking, distributed authority, and bottom-up consensus management. It argues that the future internet has the potential to devolve power to citizens and deliver a more personalized, customized, and user-controlled experience. Realizing this vision will require redefining traditional concepts of community and boundaries. Ireland is positioned to play a leadership role due to its strengths in telecommunications, research, workforce, and commitment to e-government. Large-scale projects, flexibility, systematic project selection, open sharing, and integration of sectors are recommended for maximizing common enablers across areas like smart energy, utilities,
Keynote - OSGi Service Enabler - Peter Möckel, Managing Director T-Labs, Deu...mfrancis
This document discusses the potential for OSGi technology to play a role in facilitating new operator-enabled services, delivering consistent user experiences, and managing complexity across hardware platforms and services. It provides examples of Deutsche Telekom projects utilizing OSGi technology for residential gateways, automotive platforms, and enterprise services.
This document provides an overview of Sun Solutions in government. It discusses Sun's global presence and innovation in areas like patents and R&D. It then summarizes several government projects where Sun delivered solutions, including e-government citizen portals, tax offices, healthcare systems, and criminal databases. Examples of projects in countries like France, Spain, Hungary, Singapore, Greece, Italy, Romania, and the UK are mentioned. The document also discusses Sun Ray technology for delivering virtualized desktops with choices, security, manageability, reliability, and value.
4G LTE over satellite is arriving to the market at a faster pace than 2G and 3G did when they emerged. 4G carries the promise of a true mobile broadband experience with high volumes, higher speeds and enhanced efficiency, blurring the lines between cellular and wifi. Mobile operators will nevertheless wonder if 4G can be even more successful than its predecessors, and what value it really brings to the subscriber. They will also want to know if there are specifi c characteristics required to run the service over satellite, and if it is possible to optimize the traffi c just like in 2G and 3G to gain bandwidth and decrease the OPEX. Lastly, can 4G deployments be future proof in light of the upcoming 5G standards?
ZTE TECHNOLOGIES No.3 2016 - Special topic: Big VideoSitha Sok
Special Topic
- The Road to Big Video Revolution
- PSVN: The Ultimate Path to Video Transmission Network
- Big Video Best View
- Promising CDN in the Big Video Era
UNESCO | Touch and Mobile Technologies for the Classroom session 4Giorgio Ungania
The UNESCO/CICT workshop on ‘Touch and Mobile Technologies for the Classroom’ will aim to address issues related to these technologies and beyond and delve into the intricacies of the subject targeting high-level policy makers at the Ministries of Education in the Arab Gulf States.
Beyond policy level discussions the workshop will aim to sensitize the participants to the issues of preparedness for this emerging transformation.
Digital Content, Interactivity, Mobile Applications, Open Educational Content Standards etc. are discussed in details.
Location : Ministry of Education of Kingdom of Bahrain
Speaker : Giorgio Ungania
1. Small cells provide several benefits like increased network capacity and spectral efficiency by offloading traffic. They complement existing cellular networks and Wi-Fi networks.
2. Regulatory principles for small cells are well-established, allowing them to operate within licensed spectrum under existing operator licenses. Regulations are evolving as small cell technologies advance.
3. Small cell deployments are growing rapidly, with over 3.8 million femtocells already deployed commercially and a prediction that there will be more small cells than macrocells globally by the end of 2012.
This document discusses trends in the mobile telecommunications industry and opportunities for alternative dispute resolution (ADR) professionals. It notes that mobile phone growth is 6 times faster than fixed line growth, and that by 2008 half of the world's population will have a mobile phone. It also discusses the increasing convergence of mobile and internet technologies, with mobile internet users growing rapidly. New business models and customer opportunities are emerging, driven by youth preferences for connectivity and social media access through mobile devices.
Wi fi hotspots will be small cells in mobile broadband networks by 2015Mikhail
Mobile operators are increasingly embracing WiFi as an integral part of their mobile broadband networks. Over the next few years, WiFi is expected to become a fully integrated component of small cell networking and heterogeneous networks. Major equipment vendors have begun offering carrier-grade WiFi solutions that allow for seamless authentication and roaming between WiFi and LTE networks. As LTE is deployed, mobile users will be able to roam between WiFi and LTE networks seamlessly and potentially use both networks simultaneously. WiFi hotspots will effectively function as a new type of small cell in mobile networks.
This document discusses trends driving shifts in global telecom markets and the digitization of economies. Key trends include increased device usability, mobility, technology-savvy consumers, and bandwidth demand and supply. Digitization will have broad implications on societies and economies through applications like smart grids, smart infrastructure, digital goods, cloud systems, and more. The challenges are designing and deploying the components needed for digital economies, such as smart systems, digital presence, and digital goods across various sectors including education, health, government, utilities, retail, banking, transport, and media.
Future-Sat Africa, June 2016_concept documentAdrian Hall
Extensia's inaugural Satellite summit, scheduled for June 2016 in South Africa, will focus on satellite playing an essential role in Africa’s future digital communications strategy across all sectors.
ZTE Communications is a quarterly peer‐reviewed technical magazine ISSN (1673‐5188). It focuses on the innovation of ICT technologies, and has been listed in major international databases. It is distributed to telecom reseachers and operators in more than 140 countries
This report presents the key findings of the "Mobiles for Development project", a global research study commissioned by UNICEF.This report provides analysis and write-ups of 10 M4D Case Studies (5 from within UNICEF, and 5 from the
broader M4D landscape) regarded as being of potential interest to UNICEF programming areas.
Moratelindo is an Indonesian telecommunications infrastructure provider that owns over 10,000 km of fiber optic cable and 5 data centers across Indonesia. The presentation discusses broadband market trends, defines the broadband ecosystem, and outlines Moratelindo's strategy to develop its network and services in line with market segmentation as both a provider of fiber infrastructure and data center facilities, and as a one-stop ICT solutions company.
Application brief cellular backhaul small rural cellsJoshua Cohen
The document discusses using small cell technology and satellite backhaul to expand rural connectivity. A survey found nearly half of respondents favored small cells for rural wireless access over 2G/3G macrocells. Satellite backhaul is well-suited for small cells due to its ability to provide cost-effective, carrier-class connectivity in remote areas lacking fixed-line infrastructure. Economic modeling showed satellite backhaul for small cells can achieve a two-year payback period and competitive total cost of ownership.
Emerging Technologies of Future Multimedia Coding, Analysis and TransmissionSitha Sok
Emerging Technologies of Future Multimedia Coding, Analysis and Transmission.
Overview of the Second Generation AVS Video Coding Standard (AVS2).
An Introduction to High Efficiency Video Coding Range Extensions.
Multi⁃Layer Extension of the High Efficiency Video Coding (HEVC) Standard
The document discusses the GSMA, a trade group representing mobile operators. It summarizes the GSMA's history and growth. Next, it outlines trends facing mobile operators like increasing video traffic and new services, as well as regulatory influences. To address these challenges, the document recommends strategies like obtaining more spectrum, network sharing, Wi-Fi roaming, and new offload and caching models. Finally, it argues that LTE presents both threats and opportunities, and that operators should embrace changes to prepare for the future.
5G will bring significantly higher data rates and lower latency compared to previous generations of wireless technology. It will enable a wide range of new applications and services by supporting connectivity for billions of devices. 5G networks will integrate both new and existing radio technologies to achieve this, including technologies like massive MIMO antennas and expanding operations into new spectrum bands. While the full 5G ecosystem is still being developed, it has the potential to disrupt many industries and business models through its dramatically improved connectivity capabilities.
The document summarizes discussions from meetings of the ITU Focus Group on Audiovisual Media Accessibility (FG AVA). The FG AVA aims to develop recommendations to make audiovisual media more accessible by June 2013. This includes an accessibility roadmap, examples of good practices, and applying a UN disability rights treaty to digital media. The group has formed working groups on topics like captioning, audio description, sign language, emerging technologies, and indicators to measure progress.
This document discusses mobile broadband and value added services in Nigeria. It provides background on Etisalat Nigeria, a major telecommunications company in the country. Etisalat Nigeria launched services in 7 cities in 2008 and has since expanded coverage to over 70% of the population. Etisalat won an award in 2012 for its Mobile Baby mHealth initiative, which uses mobile phones to improve maternal health. The document discusses how growing internet and mobile penetration in Nigeria is driving demand for value added services. It outlines network operators' roles in enhancing value added services through innovation, quality of service, customer education, and partner relationships.
The document discusses several topics:
1) The UMTS Forum's key focus areas in 2010 include spectrum and regulation issues related to 3G/LTE licensing, global broadband ecosystems, and key growth markets.
2) It addresses the digital dividend and opportunities for mobile broadband spectrum as countries transition from analog to digital television broadcasting.
3) Charts and data illustrate mobile data traffic growth, emerging regions and their importance, and the benefits of increased mobile connectivity and Internet access.
The document discusses the transition from a traditional, hierarchical society to a new internet society characterized by virtual time, exponential growth, virtual communities, social networking, distributed authority, and bottom-up consensus management. It argues that the future internet has the potential to devolve power to citizens and deliver a more personalized, customized, and user-controlled experience. Realizing this vision will require redefining traditional concepts of community and boundaries. Ireland is positioned to play a leadership role due to its strengths in telecommunications, research, workforce, and commitment to e-government. Large-scale projects, flexibility, systematic project selection, open sharing, and integration of sectors are recommended for maximizing common enablers across areas like smart energy, utilities,
Keynote - OSGi Service Enabler - Peter Möckel, Managing Director T-Labs, Deu...mfrancis
This document discusses the potential for OSGi technology to play a role in facilitating new operator-enabled services, delivering consistent user experiences, and managing complexity across hardware platforms and services. It provides examples of Deutsche Telekom projects utilizing OSGi technology for residential gateways, automotive platforms, and enterprise services.
This document provides an overview of Sun Solutions in government. It discusses Sun's global presence and innovation in areas like patents and R&D. It then summarizes several government projects where Sun delivered solutions, including e-government citizen portals, tax offices, healthcare systems, and criminal databases. Examples of projects in countries like France, Spain, Hungary, Singapore, Greece, Italy, Romania, and the UK are mentioned. The document also discusses Sun Ray technology for delivering virtualized desktops with choices, security, manageability, reliability, and value.
4G LTE over satellite is arriving to the market at a faster pace than 2G and 3G did when they emerged. 4G carries the promise of a true mobile broadband experience with high volumes, higher speeds and enhanced efficiency, blurring the lines between cellular and wifi. Mobile operators will nevertheless wonder if 4G can be even more successful than its predecessors, and what value it really brings to the subscriber. They will also want to know if there are specifi c characteristics required to run the service over satellite, and if it is possible to optimize the traffi c just like in 2G and 3G to gain bandwidth and decrease the OPEX. Lastly, can 4G deployments be future proof in light of the upcoming 5G standards?
ZTE TECHNOLOGIES No.3 2016 - Special topic: Big VideoSitha Sok
Special Topic
- The Road to Big Video Revolution
- PSVN: The Ultimate Path to Video Transmission Network
- Big Video Best View
- Promising CDN in the Big Video Era
UNESCO | Touch and Mobile Technologies for the Classroom session 4Giorgio Ungania
The UNESCO/CICT workshop on ‘Touch and Mobile Technologies for the Classroom’ will aim to address issues related to these technologies and beyond and delve into the intricacies of the subject targeting high-level policy makers at the Ministries of Education in the Arab Gulf States.
Beyond policy level discussions the workshop will aim to sensitize the participants to the issues of preparedness for this emerging transformation.
Digital Content, Interactivity, Mobile Applications, Open Educational Content Standards etc. are discussed in details.
Location : Ministry of Education of Kingdom of Bahrain
Speaker : Giorgio Ungania
1. Small cells provide several benefits like increased network capacity and spectral efficiency by offloading traffic. They complement existing cellular networks and Wi-Fi networks.
2. Regulatory principles for small cells are well-established, allowing them to operate within licensed spectrum under existing operator licenses. Regulations are evolving as small cell technologies advance.
3. Small cell deployments are growing rapidly, with over 3.8 million femtocells already deployed commercially and a prediction that there will be more small cells than macrocells globally by the end of 2012.
Small Cells & the Enterprise: Release 2 by Gordon Mansfield SC Americas 13Small Cell Forum
Presentation to launch Release 2: Enterprise at Small Cells Americas in Dallas, December 2013. Slides delivered to open the conference by Gordon Mansfield, AVP Small Cell Solutions at AT&T and Chair of the Small Cell Forum.
Small cells will play a central role in enabling 5G networks to meet requirements for increased capacity, coverage, bandwidth, and shorter ranges necessitated by higher frequency spectrum usage. Early 5G trials are already focusing on deploying dense networks of small cells in challenging environments. Widespread adoption of 5G will require an unprecedented scale of small cell deployment that establishes open standards, alternative ownership models, and scalable processes to efficiently densify networks. The Small Cell Forum is working to drive adoption of small cells and help plot an evolutionary path to 5G through its initiatives on technology, operations, business models and standards.
The document discusses the path from 4G to 5G networks and the role of small cell densification. It identifies that network densification through small cells is fundamental to achieving 5G capabilities like higher capacity, lower latency and 100% coverage. The Small Cell Forum has been working to address barriers to densification through research on topics like deployment processes, interoperability, and new business models. Going forward, their work will focus on commercializing hyperdense heterogeneous networks and enabling the digitized enterprise through solutions for verticals like hospitality.
The document discusses the future of mobile networks known as HetNets and the increasing role of small cells. It notes that small cell deployments are growing rapidly, with over 1 million cells deployed by some major operators. Small cells provide benefits like improved coverage, greater capacity and spectrum efficiency. The document also discusses network considerations for HetNets including interference management and backhaul options. It examines usage scenarios for small cells like in homes, enterprises, rural networks and integrated with Wi-Fi.
Policy Control and Real-Time Charging Workshop SampleAlan Quayle
This document provides an overview of an upcoming workshop on policy control and charging. The workshop will include:
- A quantified analysis of the current policy control and charging (PCC) market to help attendees understand operator and supplier perspectives.
- Learning from real-world operator deployments, including their challenges and opportunities.
- The objective is to provide a practical discussion rather than speculative vendor presentations.
The workshop agenda covers topics such as market drivers for PCC, yield and revenue management basics, PCC standards and regulations, solution categories, vendor comparisons, operator case studies, market surveys, and a customer survey. Presenters will provide recommendations and facilitate discussion to help attendees understand the complex emerging PCC landscape.
The document discusses the future of mobile networks known as HetNets and the increasing role of small cells. It notes that small cell deployments are growing rapidly due to benefits like improved coverage, greater capacity and spectrum efficiency. Small cells are seen as key to meeting the exponential growth in mobile data traffic. The document also addresses network considerations around small cells including interference management, backhaul options and integrating small cells with Wi-Fi networks.
The document discusses small cells and how they have grown significantly in recent years, especially for enterprise use. It provides statistics on small cell shipments and revenue. It also summarizes a survey of 500 enterprises that found most see poor cellular coverage as negatively impacting their business and many are willing to pay more for improved quality of service. The majority of surveyed enterprises plan to deploy small cells within the next two years. The document outlines how the Small Cell Forum is accelerating enterprise small cell deployments through their standards work and addresses challenges around multi-operator solutions, integrated Wi-Fi, and evolving technologies needed for future HetNet deployments.
This document discusses trends in wireless densification and the role of small cells. It notes that:
1) Densification is increasing globally to meet rising mobile data demand and connect more users, with Asia Pacific leading in hyperdense deployments.
2) Drivers of densification include supporting higher quality of experience, connecting more enterprises and users, and future-proofing networks for 5G.
3) Barriers to densification include site approvals, return on investment concerns, and backhaul challenges.
The document discusses heterogeneous networks (HetNets) and self-organizing networks (SON). HetNets integrate different types of cellular access nodes, like macro cells, small cells, and WiFi, to handle exponential growth in mobile traffic. SON uses automation to configure networks and optimize performance self-organizing, self-optimizing networks help enable residential HetNet implementations. The Small Cell Forum is focused on addressing challenges of network scalability and integration as small cells become more widely used in HetNets and ensuring SON capabilities work across macro and small cell networks.
Recent Advances in Wireless Small Cell Networks
This document provides an overview of small cell networks and associated challenges. It discusses:
1) The need for small cell networks to address exponentially increasing mobile data demand. Mobile traffic is expected to grow 1000x by 2020 due to more devices, higher data rates, and video.
2) Characteristics of small cell networks including heterogeneous deployment of different types of small cells (e.g. femtocells, picocells), various access policies, and backhaul challenges.
3) Key challenges for small cell networks including interference management, mobility management, self-organization, energy efficiency, and integration with existing cellular networks. Modeling and analysis of small cell networks is important
The document discusses the growth of small cell networks and adoption. It notes that by 2020, annual small cell deployments are expected to exceed 10 million per year, networks will have 7 times more small cells than macro cell sites, and 40% of small cells will be deployed in hyper-dense urban environments. It also discusses the Small Cell Forum's work promoting small cell adoption through initiatives addressing key areas like multi-operator support, virtualization, and integrating small cells into heterogeneous networks.
Small Cell State of the Nation presentation given by ThinkSmallCell at Small Cell Forum stand of Mobile World Congress 2016. Compares the commercial success of Carrier Wi-Fi, Small Cells, DAS and Remote Radio Heads with discussion of how the market is likely to evolve.
This document provides a summary of a keynote presentation given at the SCWS conference in May 2017 about the growth of small cell networks. The summary discusses:
1) How small cell networks have grown significantly since 2007, with over 18 million small cells now deployed and a variety of use cases providing business value.
2) Projections indicate continued strong growth in outdoor small cells driven by network densification, as well as indoor small cell revenue reaching $1.8 billion by 2021.
3) The Small Cell Forum plays a key role in driving small cell adoption through initiatives like case studies, outreach campaigns, and work to lower deployment barriers.
1) Annual small cell equipment revenues are projected to grow from over $1 billion in 2015 to $6 billion in 2020, driven by growth in enterprise and urban small cell deployments.
2) Large-scale heterogeneous network (HetNet) deployments face challenges around deployment logistics, backhaul, immature standards, and multi-vendor integration.
3) The Small Cell Forum is working to address these challenges and lay the foundations for HetNet 2020 through partnerships, publications, and promoting the benefits of small cells globally.
HetNets and Wi-Fi Offload – Finding the appropriate venues for small cells in...Small Cell Forum
This is a presentation from Art King at the recent LTW World summit.
Art King is Director SpiderCloud Wireless, BOD Small Cell Forum (SCF) Board of Directors and Vice Chair, SCF Services Working Group
Key findings include:
- Small Cells deliver increased capacity and coverage in urban environments.
- Finding the right venue is critical to maximize the capacity advantages and cost savings for small cells.
- Leveraging and integrating HetNets delivers maximized user experience improvements.
Carrier WiFi and Small Cells in LTE & Beyond: Market Opportunities and Foreca...ReportsnReports
This 136-page report from October 2012 provides an in-depth market analysis of the carrier WiFi and small cells industry from 2012 to 2017. It finds that the market will grow at a CAGR of 37% over the next five years, reaching nearly $9 billion in revenues by 2017. Specifically, the carrier WiFi market is expected to reach $5 billion while the small cells market is forecast to reach $4 billion. The report provides strategic insights on business models, market drivers and challenges, as well as quantitative forecasts segmented by region, vendor market share analysis, and a roadmap of industry trends from 2012-2017.
Colt is developing strategies around software-defined networking (SDN) and network functions virtualization (NFV) to integrate their network and IT platforms. Their vision is to deliver an end-to-end integrated customer experience through programmable networks with automation, virtualization, and elasticity. Their plan involves developing SDN overlays for network virtualization within data centers, virtualizing network functions like firewalls and load balancers, and applying SDN principles to their WAN through network abstraction and automation. Use cases demonstrated include virtualizing customer premises equipment, service chaining of virtual network functions, and establishing dynamic connectivity across multi-layer WAN infrastructure.
The document discusses the evolution of 4th generation IP networks to meet new demands driven by mobile broadband, video, and cloud services. Key points discussed include:
1) 4th generation IP networks will be smart, scalable, simple, and provide superior performance through optimization using software-defined networking.
2) Software-defined networking and network function virtualization will allow networks to be sliced and services to be chained on demand.
3) The network is transforming to be more open and flexible through virtualization and software-defined architectures in order to meet new technical requirements and business models.
The document discusses how Comptel's convergent mediation and machine learning analytics solution helps a major European telecommunications operator gain operational intelligence. It faces challenges from a constantly changing environment. Comptel's solution provides real-time insights and predictions from network and IT data. It detects anomalies and issues faster through automated visual analysis. This helps the operator satisfy stakeholders, plan capacity better, and fix issues more quickly. In conclusions, the solution empowers telcos with smarter, proactive decisions through enriched data insights.
The document discusses how telecom companies can leverage their strengths in IMS and RCS to compete with OTT services. It outlines how OTTs have commoditized voice, SMS, and value-added services through free offerings. However, telecom networks have valuable assets like customer data, policy control environments, and APIs that can be exploited. The document argues that IMS and RCS provide opportunities for new business models, especially when integrated with IT systems and used to deliver rich communication and media sharing services across devices. Successfully building ecosystems around RCS and IMS APIs and integrating with social networks could allow telecoms to compete with OTT architectures.
The document discusses the benefits of Next Generation Hotspot (NGH) Wi-Fi including lower per-bit costs for mobile network operators. NGH Wi-Fi is predicted to reduce per-bit RAN costs by 18% if carrying 20% of traffic by integrating seamlessly with cellular networks. When combined with small cells, NGH Wi-Fi can reduce per-bit costs by 38% and increase subscriber traffic capacity by 167% for the same RAN costs. Global service revenues from NGH Wi-Fi are projected to reach $150 billion by 2018 with 9% of mobile traffic traveling over operator-run Wi-Fi networks.
El documento presenta una introducción a la red definida por software (SDN) en Latinoamérica. Explica los orígenes de SDN y los problemas que busca resolver, como la falta de agilidad y la dificultad de automatización en las redes actuales. También describe cómo SDN puede ayudar a los proveedores de servicios a mejorar la velocidad de lanzamiento de servicios, la innovación y las eficiencias operativas a través de la virtualización y la programabilidad de la red. Finalmente, presenta algunos casos prácticos de aplicaciones de
El documento analiza las tendencias de transformación en el mercado latinoamericano de telecomunicaciones. Se destaca que la penetración de smartphones y el uso de datos móviles están creciendo rápidamente, impulsando una mayor demanda de redes de alta velocidad como 4G. Sin embargo, los operadores enfrentan desafíos para satisfacer esta demanda debido a que se están retrasando en el análisis de datos y en convertirse en el centro de los servicios, mientras que las empresas de internet (OTTs) están liderando la innovación y capturando
El documento describe el proceso de aprovisionamiento automático de servicios de Ethernet de Ciena. Explica cómo los operadores pueden ordenar servicios a través de una página web, que luego se aprovisionan automáticamente a través de la red hasta el dispositivo, el cual se autoconfigura sin intervención humana. Esto permite a los operadores provisionar servicios de manera eficiente y rentable.
1) Studies show that a 5% increase in broadband penetration can increase regional GDP by 1.6%, and increasing ICT use by 10% can boost firm productivity by 0.6%.
2) Nearly half of IT directors plan to increase public cloud usage in 2013, preferring telecom providers over pure play clouds.
3) Virtualization allows services to be provisioned in months using NFV/SDN instead of years at half the cost via standard methods.
This document discusses how SDN and NFV can help service providers meet evolving customer needs and market dynamics. It provides examples of how virtualizing network functions allows for greater agility, performance, and cost optimization through centralized management of resources. Specific use cases outlined include virtualized security, mobile control, WiFi control, bandwidth on demand, and analytics reporting. The key benefits highlighted are faster service provisioning, flexible consumption models, and lower operating costs through simplification and automation.
Este documento resume las principales tendencias de transformación en el mercado latinoamericano de telecomunicaciones. Se destaca el crecimiento del uso de smartphones y datos móviles, así como el despliegue de redes 4G. Sin embargo, los operadores aún no han sabido aprovechar completamente los datos para ofrecer nuevos servicios personalizados y maximizar ingresos. Para competir efectivamente en el futuro, los operadores deben enfocarse más en el análisis de datos y la experiencia del usuario que en la venta de minutos y dispositivos.
This document discusses quality of service in Latin American networks. It notes that Latin American economies and traffic patterns have changed significantly in recent years. GDP growth has been robust in many Latin American countries, while mobile data usage and app usage have skyrocketed, generating huge amounts of network traffic. However, network operator processes have not evolved enough to properly manage quality of service and the customer experience. The document argues that quality must be the central focus of network operators and outlines steps to improve backhaul, radio access network, and service certification to enhance quality of service.
Packet network timing distribution webinar v0-3 hs-es_laRafael Junquera
Este documento discute la distribución de la sincronización en las redes de paquetes. Explica por qué la sincronización es importante, los estándares relevantes como 1588v2 y SyncE, y las soluciones de sincronización como 1588v2 unidireccional o bidireccional, SyncE y híbridas. También cubre las aplicaciones que requieren sincronización como backhaul móvil y las arquitecturas de sincronización disponibles.
This document discusses integrating OSS, BSS, and workforce management (MWFM) systems to reduce costs and improve the customer experience. It describes Amdocs and TOA Technologies, who provide these solutions. A case study is presented on their joint work with TIM Brazil to implement a new fiber broadband service in just 7 months. Integrating Amdocs' BSS and OSS solutions with TOA's workforce management platform enabled TIM Brazil to rapidly launch the new service, improve network visibility, and reduce operating expenses.
Lte continuing the evolution of mobile broadband networksRafael Junquera
The document discusses the evolution of LTE technology and mobile broadband networks. It notes that LTE subscriptions are growing strongly and will continue to do so, with over 9 billion mobile subscriptions expected by 2018. LTE provides significantly higher speeds and network capacity compared to prior technologies. The technology enables flexibility in spectrum usage and improved support for mobile data traffic, which is forecasted to increase twelve-fold by 2018. Carrier aggregation and other LTE Advanced features continue to enhance network performance to meet rising demand.
1. Bloquear contenido ofensivo como pornografía infantil es un servicio valioso que varios gobiernos están exigiendo a través de mandatos legales.
2. Es recomendable que los proveedores de servicios de Internet trabajen de forma proactiva con los gobiernos para implementar soluciones de bloqueo de contenido antes de que se establezcan regulaciones unilaterales.
3. La solución de bloqueo de contenido de Nominum es flexible, efectiva, eficiente y de bajo costo, y ha demostrado éx
The document presents Social Links 2.0, a product from Comptel that uses contextual intelligence and predictive analytics to help mobile operators combat churn and increase revenue. It discusses challenges such as declining revenue per user and profitability. Social Links uses data such as call detail records, location, billing, and social networks to generate predictive insights and define optimal actions. Case studies show how Social Links improved churn prediction accuracy, increased campaign response rates, and identified high potential customers.
MPLS is increasingly being used for mobile backhaul networks to support evolving 4G LTE and beyond networks. MPLS provides a unified transport solution for 2G, 3G and 4G networks through proven scalability, resiliency, manageability and quality of service. The Broadband Forum's MPLS in Mobile Backhaul Initiative (MMBI) specifies requirements and architectures for using MPLS in mobile backhaul networks, including support for small cell deployments. Upcoming work will address additional 3GPP releases and further optimize MPLS mobile backhaul networks.
Este documento discute los beneficios que LTE Advanced aportará más allá de mayor capacidad y velocidad. LTE Advanced permitirá picos de velocidad de datos de hasta 1 Gbps en la bajada y 500 Mbps en la subida, así como una mayor eficiencia espectral. También introducirá pequeñas celdas y arquitecturas en la nube para reducir costos y mejorar la capacidad de las redes. El tráfico de datos móviles crecerá exponencialmente en los próximos años y LTE Advanced ayudará a los operadores a
1) The document discusses evolving communication services from traditional voice and SMS services to over-the-top (OTT) services and the need for operators to innovate and enrich their service offerings.
2) It describes strategies for operators like implementing VoLTE and RCS services to improve the user experience with HD voice, video calling, and enriched messaging and contacts management.
3) The benefits of VoLTE include more efficient network operations, improved spectrum efficiency, enriched communications services, and benefits for both consumers and operators.
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...DanBrown980551
This LF Energy webinar took place June 20, 2024. It featured:
-Alex Thornton, LF Energy
-Hallie Cramer, Google
-Daniel Roesler, UtilityAPI
-Henry Richardson, WattTime
In response to the urgency and scale required to effectively address climate change, open source solutions offer significant potential for driving innovation and progress. Currently, there is a growing demand for standardization and interoperability in energy data and modeling. Open source standards and specifications within the energy sector can also alleviate challenges associated with data fragmentation, transparency, and accessibility. At the same time, it is crucial to consider privacy and security concerns throughout the development of open source platforms.
This webinar will delve into the motivations behind establishing LF Energy’s Carbon Data Specification Consortium. It will provide an overview of the draft specifications and the ongoing progress made by the respective working groups.
Three primary specifications will be discussed:
-Discovery and client registration, emphasizing transparent processes and secure and private access
-Customer data, centering around customer tariffs, bills, energy usage, and full consumption disclosure
-Power systems data, focusing on grid data, inclusive of transmission and distribution networks, generation, intergrid power flows, and market settlement data
Must Know Postgres Extension for DBA and Developer during MigrationMydbops
Mydbops Opensource Database Meetup 16
Topic: Must-Know PostgreSQL Extensions for Developers and DBAs During Migration
Speaker: Deepak Mahto, Founder of DataCloudGaze Consulting
Date & Time: 8th June | 10 AM - 1 PM IST
Venue: Bangalore International Centre, Bangalore
Abstract: Discover how PostgreSQL extensions can be your secret weapon! This talk explores how key extensions enhance database capabilities and streamline the migration process for users moving from other relational databases like Oracle.
Key Takeaways:
* Learn about crucial extensions like oracle_fdw, pgtt, and pg_audit that ease migration complexities.
* Gain valuable strategies for implementing these extensions in PostgreSQL to achieve license freedom.
* Discover how these key extensions can empower both developers and DBAs during the migration process.
* Don't miss this chance to gain practical knowledge from an industry expert and stay updated on the latest open-source database trends.
Mydbops Managed Services specializes in taking the pain out of database management while optimizing performance. Since 2015, we have been providing top-notch support and assistance for the top three open-source databases: MySQL, MongoDB, and PostgreSQL.
Our team offers a wide range of services, including assistance, support, consulting, 24/7 operations, and expertise in all relevant technologies. We help organizations improve their database's performance, scalability, efficiency, and availability.
Contact us: info@mydbops.com
Visit: https://www.mydbops.com/
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For more details and updates, please follow up the below links.
Meetup Page : https://www.meetup.com/mydbops-databa...
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"$10 thousand per minute of downtime: architecture, queues, streaming and fin...Fwdays
Direct losses from downtime in 1 minute = $5-$10 thousand dollars. Reputation is priceless.
As part of the talk, we will consider the architectural strategies necessary for the development of highly loaded fintech solutions. We will focus on using queues and streaming to efficiently work and manage large amounts of data in real-time and to minimize latency.
We will focus special attention on the architectural patterns used in the design of the fintech system, microservices and event-driven architecture, which ensure scalability, fault tolerance, and consistency of the entire system.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...Jason Yip
The typical problem in product engineering is not bad strategy, so much as “no strategy”. This leads to confusion, lack of motivation, and incoherent action. The next time you look for a strategy and find an empty space, instead of waiting for it to be filled, I will show you how to fill it in yourself. If you’re wrong, it forces a correction. If you’re right, it helps create focus. I’ll share how I’ve approached this in the past, both what works and lessons for what didn’t work so well.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Northern Engraving | Modern Metal Trim, Nameplates and Appliance PanelsNorthern Engraving
What began over 115 years ago as a supplier of precision gauges to the automotive industry has evolved into being an industry leader in the manufacture of product branding, automotive cockpit trim and decorative appliance trim. Value-added services include in-house Design, Engineering, Program Management, Test Lab and Tool Shops.
Essentials of Automations: Exploring Attributes & Automation ParametersSafe Software
Building automations in FME Flow can save time, money, and help businesses scale by eliminating data silos and providing data to stakeholders in real-time. One essential component to orchestrating complex automations is the use of attributes & automation parameters (both formerly known as “keys”). In fact, it’s unlikely you’ll ever build an Automation without using these components, but what exactly are they?
Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, they’ll also be making use of the Split-Merge Block functionality.
You’ll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
"Scaling RAG Applications to serve millions of users", Kevin GoedeckeFwdays
How we managed to grow and scale a RAG application from zero to thousands of users in 7 months. Lessons from technical challenges around managing high load for LLMs, RAGs and Vector databases.