Broadband is a relatively new technology, and its underlying science is still being developed. We have long understood the 'right' units in other engineering disciplines: mass, length, hardness, etc. What is the 'right' unit for supply and demand for broadband?
This presentation discusses the need for having the right metric. This means solving two problems: the 'abstraction' gap, and the 'inference' gap. ∆Q is the ideal metric because it fills both gaps.
Introduction to ΔQ and Network Performance Science (extracts)Martin Geddes
Introduction and summary sections from long slide deck (165 slides) on network performance science as the associated mathematical breakthrough that makes it possible.
FCC Open Internet Transparency - a review by Martin GeddesMartin Geddes
The document provides an informal technical review of the FCC's planned broadband measurement regime. It notes several issues with the FCC's approach, including that it:
1) Focuses more on political goals of "neutrality" than user experience
2) Does not adequately capture key technical aspects like network variability, burstiness, or what constitutes a "speed"
3) Sets up unrealistic expectations about network performance that may not match actual user experience
4) Creates challenges around accurately measuring performance across different technologies like DSL and cable.
Overall, the review finds that while the FCC addresses some important issues, its approach lacks technical rigor and could lead to measurements that do not provide useful or actionable information
Essential science for broadband regulationMartin Geddes
Is 'net neutrality' an objectively measurable thing? The scientific report recently commissioned by Ofcom (the UK telecoms regulator) on Traffic Management Detection says 'no'. Furthermore, 'neutrality' isn't even what we want! This presentation is an annotated version from a webinar that summarises the report and suggests a way out of the 'neutrality' quagmire.
Fundamentals of network performance engineeringMartin Geddes
This document introduces network performance engineering and discusses three key concepts: 1) loss and delay accumulate along a network path, 2) the distribution of loss and delay is important, not just averages, and 3) loss and delay can be decomposed into geographic (G), serialisation (S), and variable contention (V) components. It argues this framework provides insights into broadband, LTE, SDN, and NFV that current approaches overlook by focusing on throughput over end-to-end quality of experience. Predictable Network Solutions and Martin Geddes Consulting aim to advance the practice of network performance engineering.
The document provides an overview of network performance science. It discusses how networks are essentially large distributed computing systems and how operators manufacture performance for distributed applications. It outlines the key activities of measuring, modeling, and managing performance hazards to understand customer experience risks. It notes issues like poor specifications that don't capture the stochastic nature of packet networks, metrics that hide important traffic patterns, non-composable contracts between vendors, and protocols like TCP attempting arbitrage on quality variations in networks.
Addicted to speed: Why broadband service providers need a ‘healthier lifestyle’Martin Geddes
Broadband service providers are trapped in a vicious circle of network upgrades where they try to use capacity to fix scheduling problems. To escape this cycle, they need to construct their networks differently to schedule traffic appropriately. The benefits are enormous.
Broadband is a relatively new technology, and its underlying science is still being developed. We have long understood the 'right' units in other engineering disciplines: mass, length, hardness, etc. What is the 'right' unit for supply and demand for broadband?
This presentation discusses the need for having the right metric. This means solving two problems: the 'abstraction' gap, and the 'inference' gap. ∆Q is the ideal metric because it fills both gaps.
Introduction to ΔQ and Network Performance Science (extracts)Martin Geddes
Introduction and summary sections from long slide deck (165 slides) on network performance science as the associated mathematical breakthrough that makes it possible.
FCC Open Internet Transparency - a review by Martin GeddesMartin Geddes
The document provides an informal technical review of the FCC's planned broadband measurement regime. It notes several issues with the FCC's approach, including that it:
1) Focuses more on political goals of "neutrality" than user experience
2) Does not adequately capture key technical aspects like network variability, burstiness, or what constitutes a "speed"
3) Sets up unrealistic expectations about network performance that may not match actual user experience
4) Creates challenges around accurately measuring performance across different technologies like DSL and cable.
Overall, the review finds that while the FCC addresses some important issues, its approach lacks technical rigor and could lead to measurements that do not provide useful or actionable information
Essential science for broadband regulationMartin Geddes
Is 'net neutrality' an objectively measurable thing? The scientific report recently commissioned by Ofcom (the UK telecoms regulator) on Traffic Management Detection says 'no'. Furthermore, 'neutrality' isn't even what we want! This presentation is an annotated version from a webinar that summarises the report and suggests a way out of the 'neutrality' quagmire.
Fundamentals of network performance engineeringMartin Geddes
This document introduces network performance engineering and discusses three key concepts: 1) loss and delay accumulate along a network path, 2) the distribution of loss and delay is important, not just averages, and 3) loss and delay can be decomposed into geographic (G), serialisation (S), and variable contention (V) components. It argues this framework provides insights into broadband, LTE, SDN, and NFV that current approaches overlook by focusing on throughput over end-to-end quality of experience. Predictable Network Solutions and Martin Geddes Consulting aim to advance the practice of network performance engineering.
The document provides an overview of network performance science. It discusses how networks are essentially large distributed computing systems and how operators manufacture performance for distributed applications. It outlines the key activities of measuring, modeling, and managing performance hazards to understand customer experience risks. It notes issues like poor specifications that don't capture the stochastic nature of packet networks, metrics that hide important traffic patterns, non-composable contracts between vendors, and protocols like TCP attempting arbitrage on quality variations in networks.
Addicted to speed: Why broadband service providers need a ‘healthier lifestyle’Martin Geddes
Broadband service providers are trapped in a vicious circle of network upgrades where they try to use capacity to fix scheduling problems. To escape this cycle, they need to construct their networks differently to schedule traffic appropriately. The benefits are enormous.
Network performance optimisation using high-fidelity measuresMartin Geddes
Communications service providers are seeking to increase their profitability and return on assets Predictable Network Solutions Ltd has the capability to support optimisation beyond traditional approaches to network data analytics. This capability is built around a robust scientific method. CSPs can benefit greatly from enhancing the fidelity of their measurements of critical aspects of network performance. Standard techniques fail to capture enough resolution. We have the missing leading-edge measurement capabilities that all CSPs need.
The Ladder: How money and multiplexing are connectedMartin Geddes
This document discusses how network operator costs and revenues are connected through a "ladder" of causal relationships. It explains that revenue comes from delivering good quality experiences to users, which requires sufficient network capacity and flows without excessive packet loss or delay. Costs arise from the physical infrastructure and active network mechanisms needed to support these flows. Multiplexing plays a key role by matching variable demand to fixed network resources, but introduces risks of packet loss and delay if not performed effectively. Predicting and controlling these multiplexing effects is important for maximizing profits while managing costs and risks.
The issue of quality in networks has been long being troublesome, resulting in endless deferral. It was a hard issue for the pioneers to deal with ‘quality’ and ‘QoS’ as the underlying mathematics was insufficient to support their ambitions. We have now filled in a significant part of the missing mathematical foundations. The culmination of that work is the ∆Q framework.
As a by-product of this framework, a new approach to sharing quality has become possible: a polyservice network. We believe that this is a significant conceptual and practical advance. However, we have (until now) lacked industry standard terminology to describe it.
This short presentation introduces the idea of a polyservice network, and contrasts it with pre-existing approaches to ‘priority QoS’.
The Properties and Mathematics of Data Transport QualityMartin Geddes
A Brief Introduction to ’Quality’ in Data Networks; its Interaction with End User Experience, its Conservation, Propagation, and how it can be Traded, Costed and Managed.
Goodmill whitepaper: the ultimate vehicle broadband solutionJuhani Lehtonen
This paper explains the options how broadband will be extended to critical users. New, "Blue Ocean" approach is introduced where network investment will be optimized. Multichannel router solution is explained and payback calculations are shown.
The ISP industry has been selling the public and government on the benefits of 'superfast' broadband. This presentation argues that the goal should instead be 'superfit' broadband.
Sample proposal summary for quality arbitrage business unitMartin Geddes
The telecoms industry is getting to grips with quality and performance. The current system has a weak control over quality, and many pricing mismatches. As a result, there are arbitrage opportunities everywhere. This presentation for a global telco proposed a new business unit to take advantage of them.
Taming limits with approximate networkingJunaid Qadir
Internet is the linchpin of modern society, which the various threads of modern life weave around. But being a part of the bigger energy- guzzling industrial economy, it is vulnerable to disruption. It is widely believed that our society is exhausting its vital resources to meet our energy requirements, and the cheap fossil fuel fiesta will soon abate as we cross the tipping point of global oil production. We will then enter the long arc of scarcity, constraints, and limits— a post-peak “long emergency” that may subsist for a long time. To avoid the collapse of the networking ecosystem in this long emer- gency, it is imperative that we start thinking about how network- ing should adapt to these adverse “undeveloping” societal condi- tions. We propose using the idea of “approximate networking”— which will provide good-enough networking services by employ- ing contextually-appropriate tradeoffs—to survive, or even thrive, in the conditions of scarcity and limits.
See the video at: https://www.youtube.com/watch?v=4hKvgIi-HZY
This document provides information about an organization called SBGC that provides IEEE project assistance to students. It offers categories of projects based on whether students have their own project ideas or want to select from SBGC's list. It lists the technologies and domains they support and the departments they can assist. It also describes the project deliverables and support provided, as well as the technologies and departments they work with.
Navigating the Uncertain World Facing Service Providers - Juniper's PerspectiveJuniper Networks
Service providers are facing more and more pressure as customers demand immediacy. Learn how adopting a carrier-grade, open network platform closes the innovation gap to create value for your network. http://juni.pr/1JQZYOl
This document describes a service-oriented architecture for data acquisition and control in the electric utility industry. The key challenges addressed are bridging operational and information technologies, avoiding brittle architectures, removing isolated systems, and managing growing remote sensor data and workforce changes. The proposed architecture uses a message-oriented middleware with AMQP and protocol buffers. It supports a RESTful design with core services for measurements, commands, events, and alarm management to integrate grid operations.
Red Hat, Green Energy Corp & Magpie - Open Source Smart Grid Plataform - ...impodgirl
The Pacific Northwest smart grid demonstration project led by Battelle Memorial Institute aims to validate the costs and benefits of smart grid technology. The $88.8 million project involves 12 utilities across 5 northwest states and will test technologies like dynamic pricing signals and demand response. It seeks to better integrate renewable energy and improve system efficiency over its 5-year duration. Red Hat is also entering the smart grid industry through a partnership with Grid Exchange Corporation to develop an open-source smart grid software integration platform applying standards like ICCP.
A systems engineering methodology for wide area network selectionAlexander Decker
This document describes a study that applies the Analytic Hierarchy Process (AHP) to help a company select the best wide area network (WAN) solution based on their requirements. The document provides background on AHP and reviews related literature on using multi-criteria decision making for selection problems. It then outlines the steps of AHP, including constructing a hierarchy, performing pairwise comparisons, and calculating weights and consistency. Finally, it describes how AHP could be applied to help the hypothetical company evaluate WAN alternatives and select the optimal solution.
Performance and Supply Chain Management for the Software TelcoMartin Geddes
Many network operators are currently engaged in the transformation to become a ‘software telco’. Programmable networks deliver more efficiency and flexibility from the underlying fixed physical network assets. However, this also introduces new business and technical risks. We look at how to manage the technical issues of the SDN/NFV world.
The Practical Challenges of Interference AlignmentDaniel Tai
The document discusses the practical challenges of implementing interference alignment (IA) in wireless networks. It outlines some key challenges including dimensionality issues that cause the number of dimensions needed for IA to grow exponentially with the number of users. Other challenges include requiring high SNR to perform well, overhead from channel state information estimation and feedback, and needing tight synchronization between nodes. The document also discusses potential solutions such as iterative algorithms to compute IA solutions while accounting for low SNR, and methods for obtaining channel state information like using channel reciprocity or limited feedback which have their own tradeoffs. It provides some numerical results demonstrating how factors like limited scattering, channel state information mismatch, and user grouping can impact IA performance.
Hypertext to Hypervoice - The next stage in collaboration on the WebMartin Geddes
Imagine a world where computers enrich our voices with superhuman powers; where voice is integrated into our social media just as text and images currently are; where our voice can be used as a communication tool at its full capacity: simple, powerful and rich. This is the world of hypervoice, where voice on the Web is as native and
natural as hypertext.
Network performance - skilled craft to hard scienceMartin Geddes
This document describes the technical and business journey for network operators wanting to turn network performance from a skilled craft into hard science.
Network performance optimisation using high-fidelity measuresMartin Geddes
Communications service providers are seeking to increase their profitability and return on assets Predictable Network Solutions Ltd has the capability to support optimisation beyond traditional approaches to network data analytics. This capability is built around a robust scientific method. CSPs can benefit greatly from enhancing the fidelity of their measurements of critical aspects of network performance. Standard techniques fail to capture enough resolution. We have the missing leading-edge measurement capabilities that all CSPs need.
The Ladder: How money and multiplexing are connectedMartin Geddes
This document discusses how network operator costs and revenues are connected through a "ladder" of causal relationships. It explains that revenue comes from delivering good quality experiences to users, which requires sufficient network capacity and flows without excessive packet loss or delay. Costs arise from the physical infrastructure and active network mechanisms needed to support these flows. Multiplexing plays a key role by matching variable demand to fixed network resources, but introduces risks of packet loss and delay if not performed effectively. Predicting and controlling these multiplexing effects is important for maximizing profits while managing costs and risks.
The issue of quality in networks has been long being troublesome, resulting in endless deferral. It was a hard issue for the pioneers to deal with ‘quality’ and ‘QoS’ as the underlying mathematics was insufficient to support their ambitions. We have now filled in a significant part of the missing mathematical foundations. The culmination of that work is the ∆Q framework.
As a by-product of this framework, a new approach to sharing quality has become possible: a polyservice network. We believe that this is a significant conceptual and practical advance. However, we have (until now) lacked industry standard terminology to describe it.
This short presentation introduces the idea of a polyservice network, and contrasts it with pre-existing approaches to ‘priority QoS’.
The Properties and Mathematics of Data Transport QualityMartin Geddes
A Brief Introduction to ’Quality’ in Data Networks; its Interaction with End User Experience, its Conservation, Propagation, and how it can be Traded, Costed and Managed.
Goodmill whitepaper: the ultimate vehicle broadband solutionJuhani Lehtonen
This paper explains the options how broadband will be extended to critical users. New, "Blue Ocean" approach is introduced where network investment will be optimized. Multichannel router solution is explained and payback calculations are shown.
The ISP industry has been selling the public and government on the benefits of 'superfast' broadband. This presentation argues that the goal should instead be 'superfit' broadband.
Sample proposal summary for quality arbitrage business unitMartin Geddes
The telecoms industry is getting to grips with quality and performance. The current system has a weak control over quality, and many pricing mismatches. As a result, there are arbitrage opportunities everywhere. This presentation for a global telco proposed a new business unit to take advantage of them.
Taming limits with approximate networkingJunaid Qadir
Internet is the linchpin of modern society, which the various threads of modern life weave around. But being a part of the bigger energy- guzzling industrial economy, it is vulnerable to disruption. It is widely believed that our society is exhausting its vital resources to meet our energy requirements, and the cheap fossil fuel fiesta will soon abate as we cross the tipping point of global oil production. We will then enter the long arc of scarcity, constraints, and limits— a post-peak “long emergency” that may subsist for a long time. To avoid the collapse of the networking ecosystem in this long emer- gency, it is imperative that we start thinking about how network- ing should adapt to these adverse “undeveloping” societal condi- tions. We propose using the idea of “approximate networking”— which will provide good-enough networking services by employ- ing contextually-appropriate tradeoffs—to survive, or even thrive, in the conditions of scarcity and limits.
See the video at: https://www.youtube.com/watch?v=4hKvgIi-HZY
This document provides information about an organization called SBGC that provides IEEE project assistance to students. It offers categories of projects based on whether students have their own project ideas or want to select from SBGC's list. It lists the technologies and domains they support and the departments they can assist. It also describes the project deliverables and support provided, as well as the technologies and departments they work with.
Navigating the Uncertain World Facing Service Providers - Juniper's PerspectiveJuniper Networks
Service providers are facing more and more pressure as customers demand immediacy. Learn how adopting a carrier-grade, open network platform closes the innovation gap to create value for your network. http://juni.pr/1JQZYOl
This document describes a service-oriented architecture for data acquisition and control in the electric utility industry. The key challenges addressed are bridging operational and information technologies, avoiding brittle architectures, removing isolated systems, and managing growing remote sensor data and workforce changes. The proposed architecture uses a message-oriented middleware with AMQP and protocol buffers. It supports a RESTful design with core services for measurements, commands, events, and alarm management to integrate grid operations.
Red Hat, Green Energy Corp & Magpie - Open Source Smart Grid Plataform - ...impodgirl
The Pacific Northwest smart grid demonstration project led by Battelle Memorial Institute aims to validate the costs and benefits of smart grid technology. The $88.8 million project involves 12 utilities across 5 northwest states and will test technologies like dynamic pricing signals and demand response. It seeks to better integrate renewable energy and improve system efficiency over its 5-year duration. Red Hat is also entering the smart grid industry through a partnership with Grid Exchange Corporation to develop an open-source smart grid software integration platform applying standards like ICCP.
A systems engineering methodology for wide area network selectionAlexander Decker
This document describes a study that applies the Analytic Hierarchy Process (AHP) to help a company select the best wide area network (WAN) solution based on their requirements. The document provides background on AHP and reviews related literature on using multi-criteria decision making for selection problems. It then outlines the steps of AHP, including constructing a hierarchy, performing pairwise comparisons, and calculating weights and consistency. Finally, it describes how AHP could be applied to help the hypothetical company evaluate WAN alternatives and select the optimal solution.
Performance and Supply Chain Management for the Software TelcoMartin Geddes
Many network operators are currently engaged in the transformation to become a ‘software telco’. Programmable networks deliver more efficiency and flexibility from the underlying fixed physical network assets. However, this also introduces new business and technical risks. We look at how to manage the technical issues of the SDN/NFV world.
The Practical Challenges of Interference AlignmentDaniel Tai
The document discusses the practical challenges of implementing interference alignment (IA) in wireless networks. It outlines some key challenges including dimensionality issues that cause the number of dimensions needed for IA to grow exponentially with the number of users. Other challenges include requiring high SNR to perform well, overhead from channel state information estimation and feedback, and needing tight synchronization between nodes. The document also discusses potential solutions such as iterative algorithms to compute IA solutions while accounting for low SNR, and methods for obtaining channel state information like using channel reciprocity or limited feedback which have their own tradeoffs. It provides some numerical results demonstrating how factors like limited scattering, channel state information mismatch, and user grouping can impact IA performance.
Hypertext to Hypervoice - The next stage in collaboration on the WebMartin Geddes
Imagine a world where computers enrich our voices with superhuman powers; where voice is integrated into our social media just as text and images currently are; where our voice can be used as a communication tool at its full capacity: simple, powerful and rich. This is the world of hypervoice, where voice on the Web is as native and
natural as hypertext.
Network performance - skilled craft to hard scienceMartin Geddes
This document describes the technical and business journey for network operators wanting to turn network performance from a skilled craft into hard science.
Circuits to Packets - policy and regulation for the IP transitionMartin Geddes
How should the policy community react to the transition for voice from circuits to packets? This presentation describes some of the issues in using packets, the role of the regulator in addressing them, and suggests an alternative regulatory approach. This includes a "Pigouvian tax" on the use of numbers where the quality assurance is not provided.
Future of Voice - Introduction to HypervoiceMartin Geddes
Future of Voice - introduction to Hypervoice
Hypervoice conversations are the ‘social’ version of telephony and unified communications, in the same way that Twitter, Facebook or Yammer conversations are the ‘social’ version of SMS and email. This presentation was delivered at the Future of Voice workshop and explores:- What is Hypervoice? What problems does Hypervoice solve? How is it being implemented? What market opportunities exist?
Telecoms futurology: limits and constraintsMartin Geddes
What are the key things to know when making forecasts about the future of the telecoms industry? This presentation highlights some key ideas: the "end of history" illusion; technology readiness levels; cosmic, ludic and ecological constraints; and the sophistication of network performance engineering.
Beyond 'neutrality' - how to reconnect regulation to reality?Martin Geddes
This document discusses the lack of engagement between broadband policy literature and technical realities regarding the stochastic nature of network traffic management. It analyzes the mentions of relevant scientific terms in books on net neutrality policy and finds little exploration of concepts like stochasticity, emergence and probabilistic modeling. It argues that the focus on detecting and regulating "discriminatory" traffic has been misguided, and that policy should instead define quality of service floors and use objective measurement methods to evaluate user experience. The document promotes socializing technical knowledge with policymakers and shifting the regulatory perspective away from traffic management and towards ensuring a minimum quality of broadband service.
This presentation was given at ITU Telecom World in December 2015. It gives a viewpoint on key telecoms regulatory issues from the viewpoint of being a network performance expert.
Evaluating the internet end-user experience in the Russian FederationMartin Geddes
This document discusses initial findings from research commissioned by Euraisa:Peering to evaluate the internet end-user experience in the Russian Federation. It describes a new peering point at the IXcellerate Moscow One data centre, which offers private peering connections. The research measures the quality attenuation (ΔQ) between various locations to understand how network topology, link speeds, and traffic loads impact the user experience for different applications. Initial data was gathered between Moscow, Chelyabinsk, London, Dublin, Frankfurt, and Singapore to analyze delay and how it affects users.
This document outlines a journey from being beasts to becoming superheroes to gods using technology. It argues that as technology allows us to be present anywhere and anytime through things like telephones and computers, we are building "superconductors for our minds" that transcend biological limitations. However, privacy issues arise when sensual data is converted to symbols that computers can understand and share. The document suggests we must resolve this tension between privacy erosion and enhanced presence. It speculates that the trajectory of technology development may lead humanity to become "Homo evolutis" that deliberately directs its own and other species' evolution, achieving a god-like state of being everywhere through advanced communication technologies.
A forecast of the needs of future business communications users, based on research by Martin Geddes and Dean Bubley. We address the questions: What are the future communications needs of workers? How and where do people work?
We are falling short in terms of the "structural engineering" for broadband because we are using the wrong resource models of the "materials" we are working with.
The future of computing is a symbiosis of machines and people. To achieve this we need an "operating system" upgrade for digital technology. We all need a Guardian Avatar to help us to navigate the "metaverse", and to care for us and protect us.
This document discusses potential disruptive changes in enterprise communications technologies over the next 10 years. Some of the changes discussed include a resurgence of voice technologies that are software-based and can be embedded in applications, increased use of application-to-person messaging and integration with workflows, the connectivity of vehicles enabling new locations for communications, the growth of social collaboration replacing email as the main form of business communication, advances in virtual reality, wearable technologies, sensors connecting the digital and physical world, and new forms of wireless access and network architectures.
This paper is a bibliography of articles on the key technology trends of today: Mass personalisation, Inclusive and accessible design, Data-driven decision making, Generational change, Portfolio careers, Virtual workplace solution, Privacy, Resurgence in voice, On-the-go communications, Future of email, Virtual reality, Gaming and gamification, Sensor revolution, Sensual interfaces, Soundscaping, Wearables, Social robotics, Sentiment analysis, Anticipatory computing, Virtual assistants, Wireless and mobility, Distributed trust systems, Batteries and power, ‘Glomad’ workers, Home teleworking, Data destruction, Cybermeetings, Security as a service, Human productivity, Simplified security
BT provides leading data WAN services in the UK through its IP Connect and Ethernet Connect products. It has a widespread national network and offers a full portfolio of solutions. While BT faces some limitations in appealing to mid-sized customers, its scale and capabilities make it a strong choice for multi-site enterprises. Competitors aim to challenge BT by positioning themselves as more agile and affordable alternatives.
This presentation summarizes Global Group's energy management solutions that aim to reduce carbon emissions from the telecom industry. It discusses how telecom towers consume large amounts of electricity and diesel, contributing to CO2 emissions. The presentation outlines Global Group's initiatives to share towers and deploy energy management technologies to reduce energy consumption by 20-30% and lower CO2 emissions by over 500,000 metric tons per year. Global Group is committed to more sustainable practices and a greener environment through these solutions.
Vodafone Group plc is a global telecommunications company headquartered in the UK. It operates networks in over 30 countries and owns 45% of Verizon Wireless in the US. Vodafone has around 332 million subscribers worldwide, making it the world's largest mobile telecommunications company by revenue and second largest by subscribers. The company derives its name from "voice" and "data" services provided over mobile phones. It has a primary listing on the London Stock Exchange and is a constituent of the FTSE 100 index.
The document summarizes the current state of internet in Lebanon. It notes that while ADSL was launched in 2007, adoption has been hindered by bottlenecks. Major problems include limited coverage, unfair access to infrastructure for ISPs, and an inability to change providers easily. Pricing in Lebanon is also among the highest internationally for the level of service provided. The national backbone network lacks fiber connectivity in many areas and has limited bandwidth, though upgrades have been announced. Competition and improvements have been slowed by disagreements between governing bodies over responsibilities.
To ensure our future is low carbon, as a nation we need to alter our current legacy which is reliance on fossil fuels. An important contribution to getting there is to build a high-speed, ubiquitous broadband network. This will enable flexible working, efficient deployment of field staff and fleets, and video conferencing, all of which will help to reduce our reliance on fossil fuels.
Currently, per person, per annum we contribute 28 tonnes of greenhouse gases to the atmosphere. Our challenge as a nation is clear. We have 40 years to reduce this to 3 tonnes per person, per annum. Climate change and global warming are not just environmental issues, but forces that will shape how we will do business. In this paper, I will address how Telstra is using broadband to reduce its own carbon footprint and why broadband will enable our customers and the nation to do the same.
The effects of climate change are not going away. Why? In the past 12 months climate scientists have confirmed our worst fears – early modelling vastly underestimated the impacts. There is now a greater than 60% chance that the world will experience a 2C increase in temperature by mid this century, which will lead to more severe droughts, heatwaves, storm events and sea level rise. But there is one thing we can be 100% sure of. Our future will be carbon-constrained. That also means there will be a cost on carbon.
A colleague from the banking industry told me last month that their courier company has already passed on a fuel surcharge of 15%. Across the bank’s entire operations, courier costs have increased by a million dollars. And this is only one of their suppliers. Businesses and governments must act to reduce their exposure to this crisis.
The document summarizes the current state of internet in Lebanon. It notes that while ADSL was launched in 2007, adoption has been hindered by bottlenecks. There are problems with coverage, unfair access to infrastructure, and a lack of choice in providers. Pricing in Lebanon is also among the highest compared to other countries for the level of service provided. While investments have been made to upgrade infrastructure, speeds have not improved likely due to saturation of the backbone network and limited international bandwidth.
Deloitte - Incentive regulation to promote investments in new networksEric Delannoy
The current and future traffic growth will push telecom operators to important investments in new networks. In this context, regulators have several tools to promote investments in LTE, 5G and fiber. These slides were presented by Deloitte Economic Advisory during the 2018 INT Tunisia international conference.
1) The document summarizes a presentation given by Ray Stanton of BT on building resilience for 21st century organizations.
2) It discusses the risks facing national governments like pandemics and attacks on infrastructure, and how BT chooses its business continuity strategy to address risks to its operations.
3) The document also provides a case study of how BT partnered with public agencies in Cumbria, UK to restore critical communications after severe flooding in 2009 through rerouting networks and providing technical support.
Green telecom layered framework for calculating carbon footprint of telecom n...eSAT Journals
Abstract This paper presents the concept of green telecommunication network, and provides information about the carbon footprint within the fixed-line and wireless communication network. A section is devoted to describe the method with an example to calculate the carbon footprint of telecom network using Green Telecom Layered Framework. This framework aids in bridging the chasm between managing and mitigating the concentration of Green House Gases (GHG). The aim is to introduce the reader to the present green telecommunication, and outline the necessity of energy efficiency in Information and Communication Technology (ICT). This paper provides a comprehensive reference for growing base of researchers who will work on the energy efficiency of telecom network in near future. Index Terms: Green Telecom, Carbon Footprint, Layered Framework, and Green Network
1) The UK continues to perform well in international broadband benchmarks, ranking highly in metrics like coverage, speeds and competition. However, only Portugal, Spain and France are expected to see widespread coverage of three competing ultrafast networks by 2020.
2) New economic modelling shows that achieving 40% coverage by a third FTTP network in the UK is unlikely to be commercially viable. Under realistic assumptions, coverage would be limited to 4-7% of UK premises.
3) Countries with multiple competing fibre networks like Portugal and Spain have characteristics very different from the UK, such as higher shares of multi-dwelling units and different regulatory regimes. A simple read-across cannot be made from their outcomes.
Ridge iT Ltd. is a leading internet and telephony provider established in 2010 with over 25 years of combined experience. It offers various connectivity solutions including ADSL, FTTC, leased lines, and specialist options. Ridge iT aims to understand customers' needs and provide best solutions for IT, data, and connectivity.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
Telstra is using its telecommunications products and services to help customers reduce their greenhouse gas emissions and adapt to climate change impacts. Telstra is working with large customers to measure their carbon footprint and identify opportunities to improve efficiency, such as replacing routers. Telstra is also deploying a national emergency warning system to alert Australians during life-threatening disasters using its extensive fixed and mobile networks.
Cost Efficient Network Experience in China TelecomBSP Media Group
This document discusses cost efficient network strategies for telecom operators facing challenges from over-the-top services. It provides four case studies of China Telecom's strategies: 1) Network evolution to IP and new infrastructure to improve efficiency and reduce costs. 2) Establishing large cloud computing data centers with new technologies to lower power usage effectiveness. 3) Adopting new energy-saving technologies in telecom facilities. 4) Increased infrastructure co-construction and sharing to reduce capital expenditures and improve utilization. Building cost efficient networks through these approaches is becoming essential for telecom operators.
China Telecom faced declining profits from its voice business and sought to increase its broadband and IPTV services. It partnered with media companies that held IPTV licenses to deliver bundled broadband and TV services. By 2008, China Telecom had 1.5 million IPTV users, 80% of the market, and revenue was shared between China Telecom and its media partners. However, competition from other IPTV and digital TV operators remained a challenge.
Consulting Report 2012: Improving Monetisation in UK Telco SectorChris Corbishley
This document provides recommendations for UK mobile operators to improve monetization. It conducted primary interviews and secondary research. The key challenges are regulation, rivalry in the mature UK market, and recession. Operators are facing declining profits and need to boost revenues and reduce costs. Regarding costs, the document recommends more efficient infrastructure spending and managing operating expenses like network costs, customer acquisition and retention costs, and interconnect fees. For revenues, it suggests opportunities in consumer markets like bundling, mobile advertising, and m-commerce. It also identifies opportunities in enterprise markets like unified communications. The recommendations aim to leverage operators' core assets and competencies while targeting attractive growth areas to improve operators' position in the value chain.
Telcos prefer GPON over EPON for fiber networks due to technical and historical reasons. GPON was designed for phone networks to support both business and residential services. It also allows RF video signals to be transmitted over fiber. EPON is preferred by cable providers as it provides symmetrical bandwidth, important for cable applications. Ultimately the fiber network technologies are moving to all-IP transmission over point-to-point Ethernet connections.
This document provides an overview of BT Business, the business-to-business division of BT Group plc. It discusses BT Business' market context and strategic investments in areas like fiber broadband, mobile services, IT services, and conferencing. It also describes BT Business' organizational structure, sales channels in the UK and Ireland, and presents a case study of providing services to Anchor Trust, a UK housing and care provider. The key messages are that BT Business is a leading UK provider of fixed telecom services to SMEs and mid-market companies, and it aims to leverage this position to drive growth in mobile and IT services through strategic investments and improved customer service.
When we get water, electricity, or gas delivered to our home or place of work we expect it to have predictable quality. Why isn't this also true of broadband? The answer is we don't (yet) have the "glue" to integrate performance in digital supply chains.
The document provides a summary of two new discussion groups and includes links to various articles and websites about topics such as the future of the internet, blockchain technology, privacy policies, and QAnon. It ends by thanking the audience and noting there will be another livestream in April.
Digital supply chain quality managementMartin Geddes
We've figured out how to send physical goods around the world: aggregate them into containers. We're still struggling how to do digital good, which we disaggregate into packets. Here's the answer.
The goal of this presentation is to share exemplars of important broadband Internet access performance phenomena. In particular, we highlight the critical role of stationarity.
When they have non-stationarity, networks are useless for most applications. We show real-world examples of both stationarity and non-stationarity, and discuss the implications for broadband stakeholders.
These phenomena are only visible when using state-of-the-art high-fidelity metrics and measures that capture instantaneous flow.
Superfast or superfit? The case for UK broadband policy reformMartin Geddes
This is a critical moment for UK digital infrastructure policy. The context is one of rapid political, market and technological change. As a nation, we face important decisions over topics like post-Brexit regulation, universal service delivery, Openreach independence, TETRA replacement and 5G readiness. The imperative is to reflect on whether our historic approaches will meet our future needs. Where we anticipate a shortfall, we must act to protect our long-term national interest.
This paper aims to educate policymakers about one specific shortfall: the growing ‘capability gap’ between broadband demand and supply.
It makes two recommendations.
This unwanted situation is avoidable by two readily attainable changes in our policy approach.
Firstly, our policy metrics need to reflect the readiness of broadband infrastructure to support both present and future demand.
Secondly, the money needs to move to incentivise the right market behaviours to create a correspondingly fit-for-purpose supply.
When these reforms are enacted together, this will help to position the UK with a world-class infrastructure ready to attract capital and talent on a global scale.
Broadband service quality - rationing or markets?Martin Geddes
"Net neutrality" is implicitly framed as a debate over how to deliver an equitable ration of quality to each broadband user and application. This is the wrong debate to have, since it is both technically impossible and economically unfair. We should instead be discussing how to create a transparent market for quality that is both achievable and fair.
Introduction to network quality arbitrageMartin Geddes
Many large operators have expressed a desire to undertake disruptive change, and we have often proposed an agenda for such change. What typically happens is that, after several rounds of engagement, we observe that there is little mainstream organisational appetite to engage in disruption. Why so?
The main reason is a perception gap between the current state of the art (which any leading operator delivers) and our understanding of the state of the possible (which most operators are very far from). This gap exaggerates the risks of engaging in disruption, and underestimates the potential rewards.
Another reason is that our industry as a whole implicitly believes that network service quality is a matter of detecting and rectifying ‘faults’. This framing inhibits the consideration of the alternative paradigm of networks as resource trading spaces. As a result, the significant ‘quality arbitrage’ that exists in all IP networks is not visible.
Operators face the risk that others will exploit the arbitrage opportunity, to their serious commercial disadvantage. This has happened before, e.g. with TDM and the rise of ISPs, and is happening now with SD-WAN. We propose that a larger multinational operators need to proactively initiate the disruption via a new business unit.
The End of Information Technology: Introducing Hypersense & Human TechnologyMartin Geddes
If we were to climb into a time machine and set the dial for ten years into the future, what might personal communications look like? Might you inhabit a soothing virtual reality where your conference call takes place in a simulated lakeside villa? Might you consult with a virtual doctor? Employ a “Guardian Avatar” to act autonomously on your behalf eliminating online drudgery and security concerns? Although no particular future is certain, the seeds of what is to come can always be found within the present reality, albeit often only in retrospect.
The perception gap: the barrier to disruptive innovation in telecomsMartin Geddes
The 'state of the possible' in telecoms is a long way ahead the 'state of the art'. The new science of network performance enables a large leap in customer experience and cost. However, the perception among operators is that only relatively small, incremental improvements are possible.
This presentation explores the reasons for this 'perception gap' between what is seen to be possible, and what actually is. It draws on our work at senior levels for tier 1 operators, as well as examples from outside the telecoms industry.
Overcoming this gap opens the possibility to disruptive innovation. Who will seize the opportunity? Incumbents, challengers or new entrants?
The document summarizes the opposition to a proposed 25-meter mobile telecommunications mast over the village of Lastingham in the North York Moors National Park in England. It provides three alternative proposals that would provide mobile coverage while preserving the landscape and being more cost effective. The alternatives include a shared tree mast camouflaged in the valley near existing infrastructure, a BT Openreach mobile infill solution using existing poles, and an EE micro network of small discrete antennas within the village. The document argues these alternatives address concerns about resilience, environmental impact, and value for money better than the proposed mast.
A Study of Traffic Management Detection Methods & ToolsMartin Geddes
This scientific report was commissioned by the UK telecoms regulator, Ofcom, from Predictable Network Solutions Ltd. It evaluates the suitability of different traffic management techniques for regulatory use. The conclusions are very significant for the "net neutrality" debate, since it points out many common misconceptions about how broadband actually works.
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!
Ivanti’s Patch Tuesday breakdown goes beyond patching your applications and brings you the intelligence and guidance needed to prioritize where to focus your attention first. Catch early analysis on our Ivanti blog, then join industry expert Chris Goettl for the Patch Tuesday Webinar Event. There we’ll do a deep dive into each of the bulletins and give guidance on the risks associated with the newly-identified vulnerabilities.
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Tatiana Kojar
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...alexjohnson7307
Predictive maintenance is a proactive approach that anticipates equipment failures before they happen. At the forefront of this innovative strategy is Artificial Intelligence (AI), which brings unprecedented precision and efficiency. AI in predictive maintenance is transforming industries by reducing downtime, minimizing costs, and enhancing productivity.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
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.
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
This presentation provides valuable insights into effective cost-saving techniques on AWS. Learn how to optimize your AWS resources by rightsizing, increasing elasticity, picking the right storage class, and choosing the best pricing model. Additionally, discover essential governance mechanisms to ensure continuous cost efficiency. Whether you are new to AWS or an experienced user, this presentation provides clear and practical tips to help you reduce your cloud costs and get the most out of your budget.
Trusted Execution Environment for Decentralized Process MiningLucaBarbaro3
Presentation of the paper "Trusted Execution Environment for Decentralized Process Mining" given during the CAiSE 2024 Conference in Cyprus on June 7, 2024.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program