This document discusses how OpenFlow-based SDN can help address challenges in mobile and wireless networks. It begins with an overview of SDN and its key attributes of centralized control, programmability, and abstraction. It then outlines trends like growing mobile traffic, small cell deployments increasing interference, and the need to support multiple wireless technologies. The document argues that SDN can provide benefits like resource optimization, automation, granular control, and innovation to help mobile networks better handle dynamic environments and rapid technology changes. It provides two use cases on wireless network control and mobile traffic management to illustrate SDN's value for mobile networks.
Mobility Management For Next Generation NetworksGreen Packet
Increasingly, operators worldwide will be faced with a similar challenge of managing data congestion over multiple access networks. With networks evolving into LTE, operators would need to carefully assess the technology fit into integrating complementary nature of multiple access networks into an all-IP flat architecture. An all IP flat architecture helps to tie heterogeneous access networks that devices can attach to access end-user services. Communication devices today are able to connect with more than one type of wireless technologies to the “web of things”. An end-user will connect to a Wi-Fi hotspot, if within range. When moving away from range, the communication link is handover to for example, UMTS. The motivation of inter-working lies in marrying the diverse strengths of each communication technology. High-bandwidth data communication inherent in WLAN lacks mobility. Conversely, cellular technologies such as UMTS succeed in highly mobile environments, but limited in bandwidth. Although cellular networks are evolving from today’s 3G to LTE that brings promise of capacity leaps (by nearly 4 times), the overall data growth projection will outpace LTE deployments and fill up very quickly.
The immediate need to curtail congested network and effectively manage mobility is imminent to accommodate the data traffic on their networks. The impact of inter-mobility between inter access technology together with various types of mobility support including 3GPP legacy network and non 3GPP is necessary to provide a target low-latency, higher data-rate, all-IP core network capable of supporting real-time packet services. Some of the available IP mobility protocols lack sufficient control to the network to optimize the handover process and do not handle well with slow connection setups of some wireless technologies. This paper highlights the potential approaches of bringing together mobility technologies that are available and how these approaches contribute to resolve operator concerns in deployment of services and combating congestion, access technology integration and evolution to LTE from legacy 3GPP networks.
Development of the Wi-Fi Offloading Business Concept within the African Marke...Beneyam Haile
Offloading traffic to Wi-Fi networks is now becoming
an attractive way of alleviating congestion and extending
coverage without the need for significant additional investments for increased mobile network coverage and capacity. While Wi-Fi offloading technology standards are maturing and various vendor solutions being adopted by operators in developed economies, the offloading business models need to be reevaluated for Africa where the Wi-Fi adoption patterns and regulations are a rather different. In this study, we aim to analyze the Wi-Fi offloading business model for the African market context in a holistic manner by identifying plausible offloading scenarios, noting the critical success factors (or barriers) and evaluating the emerging value network configurations. Finally, we present an exemplary business model for an Offloading Service Provider based on an existing offloading vendor solution and using the STOF model as the theoretical framework.
This document summarizes key points from a blog about strategies for rehabilitating a national ICT infrastructure after civil conflict. It recommends conducting a needs analysis and infrastructure audit, then prioritizing initiatives like aligning with e-government objectives, refreshing the IP core through vendor collaboration, securing the network, extending fiber backbones, and conducting a thorough technical and business analysis. The goal is to leverage ICT to drive economic and social progress through initiatives like education, healthcare, and sustainable development.
MOBILE VIRTUAL NETWORK OPERATOR STRATEGY FOR MIGRATION TOWARDS 4GNishmi Suresh
This document discusses mobile virtual network operators (MVNOs) and their business models. It compares earlier mobile network generations to 4G and describes the value chain and challenges for MVNOs. The document proposes that MVNOs should adopt a multi-mobile network operator model with always-best-connected capability to control infrastructure and flexibility. It also suggests that MVNOs could pursue opportunities in machine-to-machine communications, content services, and cloud computing to reduce costs over time.
This document discusses session initiation protocol (SIP) in interoperable land mobile radio (LMR) and cellular heterogeneous mobile wireless networks. It summarizes previous work on handoff algorithms and discusses the effects of handoff delay based on traditional SIP. Traditional SIP uses a "break-before-make" scheme to reduce handoff delay but does not achieve seamless handoff. The document introduces session schedule manager SIP to optimize handoff and maximize radio resource utilization in interoperable heterogeneous networks.
This document discusses two technologies for fixed-to-mobile convergence: Unlicensed Mobile Access (UMA) and femtocells. UMA allows seamless handover between cellular and WiFi networks using dual-mode phones and a UMA network controller. Femtocells extend cellular coverage indoors using small base stations connected to the core network via broadband. Both aim to improve indoor coverage but take different approaches - UMA leverages existing WiFi networks while femtocells use small cellular base stations. The document compares their benefits and challenges for improving quality of service and enabling new business models for mobile operators.
1. The document discusses Telefonica's strategy to transform from a traditional telecom provider into a digital services company. It has created Telefonica Digital to develop new digital products and services across areas like financial services, advertising, and cloud computing.
2. Telefonica Digital aims to generate €5 billion in annual revenue by 2015 through proprietary product development, partnerships, and acquisitions. It will provide these new services to Telefonica's 311 million customers as well as entering new markets.
3. Telefonica recognizes that its traditional business model of charging per minute or data usage is under pressure. It is evolving to charge different players like end users, service providers, and advertisers to enable digital transactions
This document discusses how to monetize 4G LTE networks through various revenue streams. It outlines a 4-phase LTE lifecycle including network planning, rollout, market rollout, and monetization. Potential revenue arms of monetization include offering fixed broadband services to meet bandwidth demands, expanding beyond consumer segments for fixed services, leveraging value-added services (VAS) like mobile apps, and bundling the right offerings to own the user experience. Diameter routing technology can help optimize signaling traffic and enable interworking between networks to support these monetization strategies.
Mobility Management For Next Generation NetworksGreen Packet
Increasingly, operators worldwide will be faced with a similar challenge of managing data congestion over multiple access networks. With networks evolving into LTE, operators would need to carefully assess the technology fit into integrating complementary nature of multiple access networks into an all-IP flat architecture. An all IP flat architecture helps to tie heterogeneous access networks that devices can attach to access end-user services. Communication devices today are able to connect with more than one type of wireless technologies to the “web of things”. An end-user will connect to a Wi-Fi hotspot, if within range. When moving away from range, the communication link is handover to for example, UMTS. The motivation of inter-working lies in marrying the diverse strengths of each communication technology. High-bandwidth data communication inherent in WLAN lacks mobility. Conversely, cellular technologies such as UMTS succeed in highly mobile environments, but limited in bandwidth. Although cellular networks are evolving from today’s 3G to LTE that brings promise of capacity leaps (by nearly 4 times), the overall data growth projection will outpace LTE deployments and fill up very quickly.
The immediate need to curtail congested network and effectively manage mobility is imminent to accommodate the data traffic on their networks. The impact of inter-mobility between inter access technology together with various types of mobility support including 3GPP legacy network and non 3GPP is necessary to provide a target low-latency, higher data-rate, all-IP core network capable of supporting real-time packet services. Some of the available IP mobility protocols lack sufficient control to the network to optimize the handover process and do not handle well with slow connection setups of some wireless technologies. This paper highlights the potential approaches of bringing together mobility technologies that are available and how these approaches contribute to resolve operator concerns in deployment of services and combating congestion, access technology integration and evolution to LTE from legacy 3GPP networks.
Development of the Wi-Fi Offloading Business Concept within the African Marke...Beneyam Haile
Offloading traffic to Wi-Fi networks is now becoming
an attractive way of alleviating congestion and extending
coverage without the need for significant additional investments for increased mobile network coverage and capacity. While Wi-Fi offloading technology standards are maturing and various vendor solutions being adopted by operators in developed economies, the offloading business models need to be reevaluated for Africa where the Wi-Fi adoption patterns and regulations are a rather different. In this study, we aim to analyze the Wi-Fi offloading business model for the African market context in a holistic manner by identifying plausible offloading scenarios, noting the critical success factors (or barriers) and evaluating the emerging value network configurations. Finally, we present an exemplary business model for an Offloading Service Provider based on an existing offloading vendor solution and using the STOF model as the theoretical framework.
This document summarizes key points from a blog about strategies for rehabilitating a national ICT infrastructure after civil conflict. It recommends conducting a needs analysis and infrastructure audit, then prioritizing initiatives like aligning with e-government objectives, refreshing the IP core through vendor collaboration, securing the network, extending fiber backbones, and conducting a thorough technical and business analysis. The goal is to leverage ICT to drive economic and social progress through initiatives like education, healthcare, and sustainable development.
MOBILE VIRTUAL NETWORK OPERATOR STRATEGY FOR MIGRATION TOWARDS 4GNishmi Suresh
This document discusses mobile virtual network operators (MVNOs) and their business models. It compares earlier mobile network generations to 4G and describes the value chain and challenges for MVNOs. The document proposes that MVNOs should adopt a multi-mobile network operator model with always-best-connected capability to control infrastructure and flexibility. It also suggests that MVNOs could pursue opportunities in machine-to-machine communications, content services, and cloud computing to reduce costs over time.
This document discusses session initiation protocol (SIP) in interoperable land mobile radio (LMR) and cellular heterogeneous mobile wireless networks. It summarizes previous work on handoff algorithms and discusses the effects of handoff delay based on traditional SIP. Traditional SIP uses a "break-before-make" scheme to reduce handoff delay but does not achieve seamless handoff. The document introduces session schedule manager SIP to optimize handoff and maximize radio resource utilization in interoperable heterogeneous networks.
This document discusses two technologies for fixed-to-mobile convergence: Unlicensed Mobile Access (UMA) and femtocells. UMA allows seamless handover between cellular and WiFi networks using dual-mode phones and a UMA network controller. Femtocells extend cellular coverage indoors using small base stations connected to the core network via broadband. Both aim to improve indoor coverage but take different approaches - UMA leverages existing WiFi networks while femtocells use small cellular base stations. The document compares their benefits and challenges for improving quality of service and enabling new business models for mobile operators.
1. The document discusses Telefonica's strategy to transform from a traditional telecom provider into a digital services company. It has created Telefonica Digital to develop new digital products and services across areas like financial services, advertising, and cloud computing.
2. Telefonica Digital aims to generate €5 billion in annual revenue by 2015 through proprietary product development, partnerships, and acquisitions. It will provide these new services to Telefonica's 311 million customers as well as entering new markets.
3. Telefonica recognizes that its traditional business model of charging per minute or data usage is under pressure. It is evolving to charge different players like end users, service providers, and advertisers to enable digital transactions
This document discusses how to monetize 4G LTE networks through various revenue streams. It outlines a 4-phase LTE lifecycle including network planning, rollout, market rollout, and monetization. Potential revenue arms of monetization include offering fixed broadband services to meet bandwidth demands, expanding beyond consumer segments for fixed services, leveraging value-added services (VAS) like mobile apps, and bundling the right offerings to own the user experience. Diameter routing technology can help optimize signaling traffic and enable interworking between networks to support these monetization strategies.
The document discusses telecommunications networks and applications. It covers topics like major developments in telecommunications technologies, the business value of the internet, intranets and extranets. Components of telecommunications networks are identified as terminals, telecommunications processors, channels and computers. Types of networks explained are WAN, LAN, VPN, client/server, network computing and peer-to-peer. The document also discusses telecommunications media like twisted-pair wire and coaxial cable. Case studies on wireless business applications and using mobile technologies for emergency services are presented.
CommsMEA - Hetnets - paving the way for the “ultraband” ageTariq Ashraf
The document discusses the relationship between mobile operators and Wi-Fi technology. It describes how Wi-Fi was initially seen as competing with mobile networks but operators are now embracing it to offload traffic. Two approaches to integrating LTE and Wi-Fi networks are discussed: using LTE in unlicensed spectrum bands or linking LTE and Wi-Fi to aggregate traffic across both networks. The document concludes that mobile operators will eventually provide unified connectivity across Wi-Fi and mobile networks using self-organizing networks to manage traffic across the heterogeneous network.
This document discusses performance management challenges for Nortel UMTS solutions and how Nexus Telecom's NexusHORIZON solution addresses them. Mobile network operators are deploying new UMTS services and platforms to deliver mobile data, but need integrated performance monitoring to optimize networks, identify issues, and ensure quality of experience. NexusHORIZON provides comprehensive, flexible monitoring across Nortel equipment from different acquisitions, gathering both standard and proprietary data to give operators end-to-end visibility of voice and data services on their UMTS networks.
BIEL has successfully launched an LTE network in Bangladesh, becoming one of the first to deploy a large-scale WiMAX network in 2007. It now covers major areas of Dhaka with LTE. LTE uses improved radio interfaces and core networks compared to previous technologies to increase network capacity and speed. LTE can provide download speeds up to 100Mbps and upload speeds up to 50Mbps. BIEL complied with all requirements to obtain a license allowing them to provide LTE services in Bangladesh.
This document analyzes the performance of Voice over LTE (VoLTE) based on field measurement data from commercial LTE networks. It evaluates VoLTE performance in terms of real-time transport protocol (RTP) error rate, jitter and delays, block error rate (BLER), and voice quality measured by mean opinion score (MOS). It also analyzes key VoLTE features like robust header compression (ROHC) and transmission time interval (TTI) bundling. Guidelines are provided for optimizing VoLTE deployment based on practical field testing results.
Small cell backhaul: progress, challenges and next stepsElizabeth Carter
Small cell backhaul trends and challenges were discussed. Outdoor small cell deployments are growing rapidly driven by densification programs and increased spectrum availability. This growth is bringing new backhaul challenges around scalability, automation, and integration. Backhaul issues have again become a major barrier for operators in deploying small cells at scale. While technology solutions are maturing, new challenges involve standardizing repeatable deployment processes across large numbers of sites. The Small Cell Forum is addressing these backhaul challenges through work on self-backhaul, planning regulations, spectrum, and developing standardized processes for acquiring and managing sites at scale.
The ability to use voice, mobile apps, SMS, email, websites, chat, video, and social media through a single device is forcing operators to rethink their mobile strategies in the form of offload. With the increased data usage, operator networks become increasingly congested. As such, a smart and dynamic connected interaction is necessary to allow better traffic management with particular capabilities of the device with which it is characterized.
In this paper, we will examine how dynamic data offloading with 3GPP based Access Network Discovery Selection Function (ANDSF) plays its role in the implementation of selective offloading. ANDSF as specified in 3GPP standards describes how the inter-system mobility between 3GPP systems and non-3GPP systems (WLAN, WiMAX, CDMA) policies and priorities can control the conditions for which a device connects to which wireless network. As mobility is becoming a mainstream for customer engagement, operators must ensure contextual continuity is preserved through an integrated approach.
Cellular Core Enterprise White Paper by Rethink Technology ResearchAndy Odgers
Enterprises of all sizes are facing unprecedented volume and complexity of both data and communications traffic, and the challenges only increase when those two converge. Quortus is taking a pioneering role in the trend to offload enterprise mobile traffic to the edge of the network where it can support the highest quality and business value. This white paper was produced for Quortus by Caroline Gabriel, Research Director at Rethink Technology Research.
The document discusses the Evolved Packet Core (EPC), which was designed to support migration from current mobile networks to 3GPP Release 8 LTE networks through interoperability between LTE and other wireless access technologies. EPC provides a common anchor point for subscribers, acts as the policy and charging enforcement point, and allows smooth introduction of LTE while maintaining service continuity for subscribers. It discusses how mobile network operators can introduce EPC in steps while leveraging synergies with existing 3GPP networks to efficiently support increasing mobile data traffic demands on their networks.
This document discusses the deployment of Long-Term Evolution (LTE) networks and the importance of in-building solutions to handle increasing mobile data traffic indoors. It notes that LTE will see its first deployments this year and will reinforce the "islands of life" concept by providing continuity of voice and data services in locations like workplaces, homes, malls and train stations. Providing quality in-building coverage presents challenges around architecture, design, installation, optimization and operations that require well-considered solutions. The document outlines best practices for selecting the right in-building LTE solution.
- 5G networks will require transformation to support new services and usage scenarios through virtualization and software-defined networking (SDN). This will provide exponentially more capacity, lower latency, and ubiquitous connectivity.
- Key drivers for 5G include enhanced mobile broadband, ultra-reliable low-latency communications, and massive machine-type communications. It will enable new applications requiring bandwidths over 1 Gbps and latency under 1 ms.
- A software-driven, virtualized network architecture utilizing SDN is needed to deliver 5G's proposed features and flexibility to support different services through network slicing. This is more scalable and efficient than current proprietary hardware-based networks.
This chapter discusses mobile computing, mobile commerce (m-commerce), and pervasive computing. It describes the mobile environment including devices, networks, and services. It defines m-commerce and discusses its attributes, benefits and drivers. Applications of m-commerce discussed include financial services, shopping, advertising, content delivery, enterprise/supply chain uses, and location-based services. Security, technological barriers, and other implementation issues for m-commerce are also covered. Finally, the chapter introduces pervasive computing and discusses technologies like RFID, applications in areas like smart homes/cars, and barriers to pervasive computing's adoption.
This document discusses Wi-Fi data offloading and its impacts on network infrastructure costs (CAPEX and OPEX). It describes modeling traffic patterns to determine optimal offload strategies. Wi-Fi offloading can reduce costs compared to densifying the macro cell network through additional sites and carriers. The document examines trade-offs between Wi-Fi, femtocells, and macro cell densification for offloading data. It also outlines considerations for a successful carrier Wi-Fi offload solution.
Cellular networks are overloaded by mobile data traffic because of fast growth of mobile broadband services and the widespread use of smart phones. Application of smartphone, laptops internet etc. are increasing day by day. All this is causing congestion problem. Data revenue problem is a major problem for the network operators. One of the solutions to alleviate this problem is the offloading of mobile data traffic from the cellular access technology to the Wi-Fi access network. Wi-Fi access point is widely deployed by customers or by the operators so can be easily used for offloading technique. This paper reviews the models and architecture of offloading in between LTE network and Wi-Fi access network. Limitations of using Wi-Fi as alternative access network is also discussed in this paper and brief of ANDSF is provided in the paper.
TECHNIQUES FOR OFFLOADING LTE EVOLVED PACKET CORE TRAFFIC USING OPENFLOW: A C...IJCNCJournal
Cellular users of today have an insatiable appetite for bandwidth and data. Data-intensive applications, such as video on demand, online gaming and video conferencing, have gained prominence. This, coupled with recent innovations in the mobile network such as LTE/4G, poses a unique challenge to network
operators in how to extract the most value from their deployments while reducing their Total Cost of Operations(TCO). To this end, a number of enhancements have been proposed to the “conventional” LTE mobile network. Most of these recognize the monolithic and non-elastic nature of the mobile backend and propose complimenting core functionality with concepts borrowed from Software Defined Networking
(SDN). In this paper, we will attempt to explore some existing options within the LTE standard to address traffic challenges. We then survey some SDN-enabled alternatives and comment on their merits and drawbacks.
Long term evolution (LTE) is replacing the 3G services slowly but steadily and become a preferred choice
for data for human to human (H2H) services and now it is becoming preferred choice for voice also. In
some developed countries the traditional 2G services gradually decommissioned from the service and
getting replaced with LTE for all H2H services. LTE provided high downlink and uplink bandwidth
capacity and is one of the technology like mobile ad hoc network (MANET) and vehicular ad hoc network
(VANET) being used as the backbone communication infrastructure for vehicle networking applications.
When Compared to VANET and MANET, LTE provides wide area of coverage and excellent infrastructure
facilities for vehicle networking. This helps in transmitting the vehicle information to the operator and
downloading certain information into the vehicle nodes (VNs) from the operators server. As per the ETSI
publications the number of machine to machine communication (MTC) devices are expected to touch 50
billion by 2020 and this will surpass H2H communication. With growing congestion in the LTE network,
accessing the network for any request from VN especially during peak hour is a big challenge because of
the congestion in random access channel (RACH). In this paper we will analyse this RACH congestion
problem with the data from the live network. Lot of algorithms are proposed for resolving the RACH
congestion on the basis of simulation results so we would like to present some practical data from the live
network to this issue to understand the extent RACH congestion issue in the real time scenario.
The document discusses concepts for 5G networks, including:
1. 5G aims to provide a unified system to support a wide range of use cases with enhanced connectivity, capacity, and low latency. It will build on LTE and introduce a new 5G radio and core network.
2. 5G will support enhanced mobile broadband, massive IoT connectivity, and ultra-reliable low latency communications. Initial deployments may use LTE and 5G networks together before standalone 5G is available.
3. The 5G new radio will provide flexible design to support different use cases and improve efficiency over LTE. It will integrate with existing LTE networks during early deployments.
This whitepaper discusses the next decade for WiMAX technology. It summarizes that WiMAX has evolved through several releases to support increased mobility and integration with LTE. While LTE deployment has increased, WiMAX still has applications in fixed wireless, rural broadband, and vertical industries. The whitepaper outlines ITU's vision for 4G networks, including seamless handovers between different wireless technologies to provide "always best connected" service to users across various network layers from personal to cellular networks.
The document provides an overview of 5G networks, including their drivers and requirements, use scenarios, spectrum considerations, hardware, software, advantages and disadvantages. 5G aims to enable higher data rates (up to 10Gbps), lower latency (1ms), and support for new applications through enhanced mobile broadband, massive IoT connectivity, and ultra-reliable low latency communications. Key technologies enabling 5G include new spectrum bands, small cells, massive MIMO, and virtualization of network functions. Challenges include high deployment costs and the need for further development to resolve issues like coverage limitations and security.
The document discusses challenges and opportunities for streaming multimedia content over 4G mobile networks. 4G networks will provide transmission rates up to 20 Mbps, allowing high quality streaming of content to meet demands of the growing mobile market. However, heterogeneity across devices, networks and content protection pose challenges. Standards-based solutions are needed to efficiently deliver adapted content across varied networks and devices while protecting content.
El documento discute las diferentes teorías sobre la naturaleza jurídica del ilícito tributario. Presenta las teorías tributaria, administrativa y penalista. La teoría tributaria sostiene que las normas represivas fiscales son parte del derecho tributario. La teoría administrativa establece que los ilícitos tributarios son ilícitos administrativos regulados por el derecho penal administrativo. Finalmente, la teoría penalista considera que todo acto voluntario que viole el ordenamiento jurídico es materia del derecho penal, por lo que
The introduction discusses the importance of accurately knowing the causes of death at both the population and individual level. This information guides health policy, research priorities, quality of care evaluation, and informs relatives. Several methods exist to establish causes of death, but each has limitations. Autopsy is considered the gold standard but is limited in practice. In sub-Saharan Africa, HIV remains a significant cause of mortality. Understanding HIV-related causes of death through feasible and accurate methods is important to further reduce mortality. The thesis will describe causes of death among HIV-infected patients in different settings in sub-Saharan Africa and study the acceptability, feasibility and accuracy of different methods to establish causes of death.
The document discusses telecommunications networks and applications. It covers topics like major developments in telecommunications technologies, the business value of the internet, intranets and extranets. Components of telecommunications networks are identified as terminals, telecommunications processors, channels and computers. Types of networks explained are WAN, LAN, VPN, client/server, network computing and peer-to-peer. The document also discusses telecommunications media like twisted-pair wire and coaxial cable. Case studies on wireless business applications and using mobile technologies for emergency services are presented.
CommsMEA - Hetnets - paving the way for the “ultraband” ageTariq Ashraf
The document discusses the relationship between mobile operators and Wi-Fi technology. It describes how Wi-Fi was initially seen as competing with mobile networks but operators are now embracing it to offload traffic. Two approaches to integrating LTE and Wi-Fi networks are discussed: using LTE in unlicensed spectrum bands or linking LTE and Wi-Fi to aggregate traffic across both networks. The document concludes that mobile operators will eventually provide unified connectivity across Wi-Fi and mobile networks using self-organizing networks to manage traffic across the heterogeneous network.
This document discusses performance management challenges for Nortel UMTS solutions and how Nexus Telecom's NexusHORIZON solution addresses them. Mobile network operators are deploying new UMTS services and platforms to deliver mobile data, but need integrated performance monitoring to optimize networks, identify issues, and ensure quality of experience. NexusHORIZON provides comprehensive, flexible monitoring across Nortel equipment from different acquisitions, gathering both standard and proprietary data to give operators end-to-end visibility of voice and data services on their UMTS networks.
BIEL has successfully launched an LTE network in Bangladesh, becoming one of the first to deploy a large-scale WiMAX network in 2007. It now covers major areas of Dhaka with LTE. LTE uses improved radio interfaces and core networks compared to previous technologies to increase network capacity and speed. LTE can provide download speeds up to 100Mbps and upload speeds up to 50Mbps. BIEL complied with all requirements to obtain a license allowing them to provide LTE services in Bangladesh.
This document analyzes the performance of Voice over LTE (VoLTE) based on field measurement data from commercial LTE networks. It evaluates VoLTE performance in terms of real-time transport protocol (RTP) error rate, jitter and delays, block error rate (BLER), and voice quality measured by mean opinion score (MOS). It also analyzes key VoLTE features like robust header compression (ROHC) and transmission time interval (TTI) bundling. Guidelines are provided for optimizing VoLTE deployment based on practical field testing results.
Small cell backhaul: progress, challenges and next stepsElizabeth Carter
Small cell backhaul trends and challenges were discussed. Outdoor small cell deployments are growing rapidly driven by densification programs and increased spectrum availability. This growth is bringing new backhaul challenges around scalability, automation, and integration. Backhaul issues have again become a major barrier for operators in deploying small cells at scale. While technology solutions are maturing, new challenges involve standardizing repeatable deployment processes across large numbers of sites. The Small Cell Forum is addressing these backhaul challenges through work on self-backhaul, planning regulations, spectrum, and developing standardized processes for acquiring and managing sites at scale.
The ability to use voice, mobile apps, SMS, email, websites, chat, video, and social media through a single device is forcing operators to rethink their mobile strategies in the form of offload. With the increased data usage, operator networks become increasingly congested. As such, a smart and dynamic connected interaction is necessary to allow better traffic management with particular capabilities of the device with which it is characterized.
In this paper, we will examine how dynamic data offloading with 3GPP based Access Network Discovery Selection Function (ANDSF) plays its role in the implementation of selective offloading. ANDSF as specified in 3GPP standards describes how the inter-system mobility between 3GPP systems and non-3GPP systems (WLAN, WiMAX, CDMA) policies and priorities can control the conditions for which a device connects to which wireless network. As mobility is becoming a mainstream for customer engagement, operators must ensure contextual continuity is preserved through an integrated approach.
Cellular Core Enterprise White Paper by Rethink Technology ResearchAndy Odgers
Enterprises of all sizes are facing unprecedented volume and complexity of both data and communications traffic, and the challenges only increase when those two converge. Quortus is taking a pioneering role in the trend to offload enterprise mobile traffic to the edge of the network where it can support the highest quality and business value. This white paper was produced for Quortus by Caroline Gabriel, Research Director at Rethink Technology Research.
The document discusses the Evolved Packet Core (EPC), which was designed to support migration from current mobile networks to 3GPP Release 8 LTE networks through interoperability between LTE and other wireless access technologies. EPC provides a common anchor point for subscribers, acts as the policy and charging enforcement point, and allows smooth introduction of LTE while maintaining service continuity for subscribers. It discusses how mobile network operators can introduce EPC in steps while leveraging synergies with existing 3GPP networks to efficiently support increasing mobile data traffic demands on their networks.
This document discusses the deployment of Long-Term Evolution (LTE) networks and the importance of in-building solutions to handle increasing mobile data traffic indoors. It notes that LTE will see its first deployments this year and will reinforce the "islands of life" concept by providing continuity of voice and data services in locations like workplaces, homes, malls and train stations. Providing quality in-building coverage presents challenges around architecture, design, installation, optimization and operations that require well-considered solutions. The document outlines best practices for selecting the right in-building LTE solution.
- 5G networks will require transformation to support new services and usage scenarios through virtualization and software-defined networking (SDN). This will provide exponentially more capacity, lower latency, and ubiquitous connectivity.
- Key drivers for 5G include enhanced mobile broadband, ultra-reliable low-latency communications, and massive machine-type communications. It will enable new applications requiring bandwidths over 1 Gbps and latency under 1 ms.
- A software-driven, virtualized network architecture utilizing SDN is needed to deliver 5G's proposed features and flexibility to support different services through network slicing. This is more scalable and efficient than current proprietary hardware-based networks.
This chapter discusses mobile computing, mobile commerce (m-commerce), and pervasive computing. It describes the mobile environment including devices, networks, and services. It defines m-commerce and discusses its attributes, benefits and drivers. Applications of m-commerce discussed include financial services, shopping, advertising, content delivery, enterprise/supply chain uses, and location-based services. Security, technological barriers, and other implementation issues for m-commerce are also covered. Finally, the chapter introduces pervasive computing and discusses technologies like RFID, applications in areas like smart homes/cars, and barriers to pervasive computing's adoption.
This document discusses Wi-Fi data offloading and its impacts on network infrastructure costs (CAPEX and OPEX). It describes modeling traffic patterns to determine optimal offload strategies. Wi-Fi offloading can reduce costs compared to densifying the macro cell network through additional sites and carriers. The document examines trade-offs between Wi-Fi, femtocells, and macro cell densification for offloading data. It also outlines considerations for a successful carrier Wi-Fi offload solution.
Cellular networks are overloaded by mobile data traffic because of fast growth of mobile broadband services and the widespread use of smart phones. Application of smartphone, laptops internet etc. are increasing day by day. All this is causing congestion problem. Data revenue problem is a major problem for the network operators. One of the solutions to alleviate this problem is the offloading of mobile data traffic from the cellular access technology to the Wi-Fi access network. Wi-Fi access point is widely deployed by customers or by the operators so can be easily used for offloading technique. This paper reviews the models and architecture of offloading in between LTE network and Wi-Fi access network. Limitations of using Wi-Fi as alternative access network is also discussed in this paper and brief of ANDSF is provided in the paper.
TECHNIQUES FOR OFFLOADING LTE EVOLVED PACKET CORE TRAFFIC USING OPENFLOW: A C...IJCNCJournal
Cellular users of today have an insatiable appetite for bandwidth and data. Data-intensive applications, such as video on demand, online gaming and video conferencing, have gained prominence. This, coupled with recent innovations in the mobile network such as LTE/4G, poses a unique challenge to network
operators in how to extract the most value from their deployments while reducing their Total Cost of Operations(TCO). To this end, a number of enhancements have been proposed to the “conventional” LTE mobile network. Most of these recognize the monolithic and non-elastic nature of the mobile backend and propose complimenting core functionality with concepts borrowed from Software Defined Networking
(SDN). In this paper, we will attempt to explore some existing options within the LTE standard to address traffic challenges. We then survey some SDN-enabled alternatives and comment on their merits and drawbacks.
Long term evolution (LTE) is replacing the 3G services slowly but steadily and become a preferred choice
for data for human to human (H2H) services and now it is becoming preferred choice for voice also. In
some developed countries the traditional 2G services gradually decommissioned from the service and
getting replaced with LTE for all H2H services. LTE provided high downlink and uplink bandwidth
capacity and is one of the technology like mobile ad hoc network (MANET) and vehicular ad hoc network
(VANET) being used as the backbone communication infrastructure for vehicle networking applications.
When Compared to VANET and MANET, LTE provides wide area of coverage and excellent infrastructure
facilities for vehicle networking. This helps in transmitting the vehicle information to the operator and
downloading certain information into the vehicle nodes (VNs) from the operators server. As per the ETSI
publications the number of machine to machine communication (MTC) devices are expected to touch 50
billion by 2020 and this will surpass H2H communication. With growing congestion in the LTE network,
accessing the network for any request from VN especially during peak hour is a big challenge because of
the congestion in random access channel (RACH). In this paper we will analyse this RACH congestion
problem with the data from the live network. Lot of algorithms are proposed for resolving the RACH
congestion on the basis of simulation results so we would like to present some practical data from the live
network to this issue to understand the extent RACH congestion issue in the real time scenario.
The document discusses concepts for 5G networks, including:
1. 5G aims to provide a unified system to support a wide range of use cases with enhanced connectivity, capacity, and low latency. It will build on LTE and introduce a new 5G radio and core network.
2. 5G will support enhanced mobile broadband, massive IoT connectivity, and ultra-reliable low latency communications. Initial deployments may use LTE and 5G networks together before standalone 5G is available.
3. The 5G new radio will provide flexible design to support different use cases and improve efficiency over LTE. It will integrate with existing LTE networks during early deployments.
This whitepaper discusses the next decade for WiMAX technology. It summarizes that WiMAX has evolved through several releases to support increased mobility and integration with LTE. While LTE deployment has increased, WiMAX still has applications in fixed wireless, rural broadband, and vertical industries. The whitepaper outlines ITU's vision for 4G networks, including seamless handovers between different wireless technologies to provide "always best connected" service to users across various network layers from personal to cellular networks.
The document provides an overview of 5G networks, including their drivers and requirements, use scenarios, spectrum considerations, hardware, software, advantages and disadvantages. 5G aims to enable higher data rates (up to 10Gbps), lower latency (1ms), and support for new applications through enhanced mobile broadband, massive IoT connectivity, and ultra-reliable low latency communications. Key technologies enabling 5G include new spectrum bands, small cells, massive MIMO, and virtualization of network functions. Challenges include high deployment costs and the need for further development to resolve issues like coverage limitations and security.
The document discusses challenges and opportunities for streaming multimedia content over 4G mobile networks. 4G networks will provide transmission rates up to 20 Mbps, allowing high quality streaming of content to meet demands of the growing mobile market. However, heterogeneity across devices, networks and content protection pose challenges. Standards-based solutions are needed to efficiently deliver adapted content across varied networks and devices while protecting content.
El documento discute las diferentes teorías sobre la naturaleza jurídica del ilícito tributario. Presenta las teorías tributaria, administrativa y penalista. La teoría tributaria sostiene que las normas represivas fiscales son parte del derecho tributario. La teoría administrativa establece que los ilícitos tributarios son ilícitos administrativos regulados por el derecho penal administrativo. Finalmente, la teoría penalista considera que todo acto voluntario que viole el ordenamiento jurídico es materia del derecho penal, por lo que
The introduction discusses the importance of accurately knowing the causes of death at both the population and individual level. This information guides health policy, research priorities, quality of care evaluation, and informs relatives. Several methods exist to establish causes of death, but each has limitations. Autopsy is considered the gold standard but is limited in practice. In sub-Saharan Africa, HIV remains a significant cause of mortality. Understanding HIV-related causes of death through feasible and accurate methods is important to further reduce mortality. The thesis will describe causes of death among HIV-infected patients in different settings in sub-Saharan Africa and study the acceptability, feasibility and accuracy of different methods to establish causes of death.
EN LA ACTUALIDAD COMO INFLUYE LA TECNOLOGÍA Andres717
El documento discute cómo la tecnología nos permite comunicarnos e informarnos, pero también puede hacernos sedentarios si abusamos de ella. Si usamos la tecnología de manera adecuada, puede ayudarnos a descubrir curas para enfermedades a través de experimentos. Debemos ser conscientes de no depender en exceso de la tecnología y mantener un uso moderado de la misma.
Christian coaches can help with spiritual growth in three key ways:
1. Coaches provide support to help Christians successfully grow spiritually and reach their full potential. Having a coach walk alongside provides encouragement.
2. Coaches can help identify "blind spots" that hinders spiritual growth by giving a realistic perspective that "unfreezes" limiting perceptions.
3. Coaches help Christians focus their lives spiritually by creating plans to accumulate "net worth" in important spiritual accounts and run with certainty rather than uncertainty in their spiritual journey.
The document provides a summary of Arun Kumar's professional experience and skills. He has 8 years of experience in software development including requirements analysis, design, coding, testing and implementation. He has extensive experience with Oracle Enterprise Data Quality (OEDQ 11g) for data quality, profiling, matching, merging and master data management. He has also worked on projects involving data extraction, loading and transformation using Oracle Data Integrator (ODI 11g).
Newark plans to install up to 50 large digital kiosks throughout the city that will serve as electronic message boards, public internet access points, and potential data collection hubs. The first kiosk will be installed at Broad and Prudential Streets. The kiosks will display information about local events and ads, and allow free WiFi browsing. Over time, the kiosks may incorporate technologies like facial recognition and environmental sensors. Officials hope the highly visible kiosks will demonstrate Newark's status as a technology-focused city and better connect residents.
Shahid Usman Law Associates is a full service law firm with a wide range of business clients. We serve commercial, financial and industrial clients in Pakistan and overseas and work in close association with international law firms.We give words to your thoughts; and thus shape a world of your own desires.
1) The document summarizes research on mortality and causes of death among HIV-infected individuals in Uganda through autopsy studies.
2) Key findings include tuberculosis being a leading cause of death, and clinical diagnoses often did not match autopsy findings.
3) Methods like complete autopsy and needle autopsy were evaluated for accuracy in determining cause of death, with needle autopsy showing around 50% concordance with complete autopsy.
3M conducted research that found trailer owners prioritize durability, aesthetics, and horse/cargo safety. 3M's VHBTM tapes were tested and found to provide a smooth appearance while withstanding extreme heat, vibration, and water pressure testing better than mechanically fastened panels. An independent test showed trailers assembled with VHBTM tapes were up to 41% quieter and had up to 30% less vibration than mechanically fastened trailers, which could benefit horse comfort during transport.
This document provides instructions for adding comments in Microsoft Word. To comment on an image, select the image by clicking it, then click the "Review" tab and "New Comment" button. This will make the "Comments" pane appear where text can be inserted. A comment symbol will then appear on the selected item to indicate a comment has been added.
This document provides instructions for creating a poster in Adobe Photoshop about global warming. It outlines the steps to open multiple images, create a new canvas, add images to the canvas by dragging and dropping them or using selection tools, edit images using tools like the clone stamp tool, add text, and save the final poster as a JPEG file. The key steps are opening images, setting up the canvas, positioning images on the canvas, editing images, adding text, and saving the poster.
The document describes instructions for completing activities in Adobe Photoshop, including adding text to a poster, replacing colors in an image, generating passport photos from an existing photo by cropping and resizing, removing objects without altering the background using the patch tool, and different ways to remove backgrounds such as with the lasso, eraser, wand, and pen tools.
The document is a resume for Sondossea seeking an Accounts & Admin Clerk position. It summarizes her experience including over 15 years working in administrative and accounting roles for various companies in Oman. Her responsibilities have included preparing daily sales and purchase reports, invoice verification, cash deposits, purchase orders, and assisting with general administrative tasks. She is currently studying for a BA in Finance and is proficient in Microsoft Office, Excel, and various accounting software.
Merford Noise Control provides turn-key noise reduction solutions for transformers including acoustic design, engineering, production, assembly, testing, and installation. Their solutions include free-standing, connected, and integrated enclosure designs to guarantee noise reduction. They offer on-site assembly and testing support for projects around the world and references for solutions installed at electric utilities across Europe and North America.
The document discusses how Software-Defined Networking (SDN) is transforming network architecture by decoupling the control plane from the data plane. This allows network intelligence to be centralized and network infrastructure to be abstracted from applications. SDN enables unprecedented programmability, automation, and control over networks through its use of the OpenFlow protocol to structure communication between control and data planes. The Open Networking Foundation is leading the advancement of SDN and standardizing elements like OpenFlow.
The document discusses how Software-Defined Networking (SDN) is transforming network architecture by decoupling the control plane from the data plane. This allows network intelligence to be centralized and network infrastructure to be abstracted from applications. SDN enables unprecedented programmability, automation, and control over networks through its use of the OpenFlow protocol to structure communication between control and data planes. The Open Networking Foundation is leading the advancement of SDN and standardizing elements like OpenFlow. SDN delivers substantial benefits like centralized management, improved automation, rapid innovation, and programmability.
Case for Layer 3 Intelligence at the Mobile Cell SiteAviat Networks
This document discusses the benefits of implementing Layer 3 intelligence at mobile cell sites through an integrated solution called SmartNode from Aviat Networks. SmartNode integrates microwave radios and routing functionality into a single system, simplifying network management and operations. It allows cell sites to efficiently deliver new services while supporting network densification goals through a more flexible, scalable and intelligent architecture. Implementing Layer 3 intelligence through unintegrated routers and radios can increase costs, complexity and management challenges for mobile operators. SmartNode provides a simpler approach through a nodal microwave solution with integrated Layer 3 routing capabilities.
Differentiated Classes of Service and Flow Management using An Hybrid Broker1IDES Editor
Recently, mobile networks have been overloaded
with a considerable amount of data traffic. The current paper
proposes a management service for mobile environments,
using policies and quality metrics, which ensure a better usage
of network resources with a more fine-grained management
based on flows with different classes of service and
transmission rates. This management of flows is supported
through a closed innovative control loop among a flexible
brokerage service in the network, and agents at the mobile
terminals. It also allows the terminals to make well-informed
decisions about their connections to enhance the number of
connected flows per technology and the individual service level
offered to each flow. Our results indicate that the proposed
solution optimizes the usage of available 4G network resources
among a high number of differentiated flows in several
scenarios where access technologies are extremely overloaded
whilst protecting, through a low complexity scheme, the flows
associated to users that have celebrated more expensive
contracts with their network operators.
Effects of SIP in Interoperable LMR/Cellular Heterogeneous Mobile Wireless N...IOSR Journals
This document discusses the effects of using Session Initiation Protocol (SIP) for handoffs between Land Mobile Radio (LMR) networks and cellular networks in a heterogeneous wireless network environment for disaster responder communications. It first provides background on LMR and cellular networks and their differences. It then discusses previous work on vertical handoff algorithms and decision mechanisms. Next, it explains how traditional SIP uses a "break-before-make" approach to reduce handoff delay but does not achieve seamless handoff. Finally, it notes that radio resource utilization must also be considered in the design of a disaster responder communication network due to the challenges of supporting multimedia applications.
This document provides an overview of a student project to implement a wide area network (WAN) that connects multiple company branches for improved business operations. The project will be completed in phases, including configuring routing, switches, firewalls, and other network devices. Once completed, the WAN will allow faster communication between branches and remote access for employees and clients, enhancing the company's services and competitiveness. The project will implement various WAN technologies like routing protocols, virtual private networks, and firewalls to securely connect the distributed network across long distances.
This document discusses software-defined networking (SDN) and network functions virtualization (NFV) and their potential to transform communications networks. It describes how SDN/NFV can enable dynamic, on-demand provisioning of network services, reduce costs through commoditization of hardware, and support advanced network management capabilities. The document outlines Fujitsu's SDN/NFV platform and ecosystem, which provides orchestration, control, and virtualization tools to enable a flexible, interoperable, multi-layer network architecture.
This white paper discusses software-defined networking (SDN) and how it can be used to virtualize metro networks and services. SDN allows for programmability of network layers and network virtualization to optimize resource use, increase agility, and enable new services. Near-term drivers for carrier interest in SDN include controlling costs of metro networks and reducing time to provision services. Long-term goals include offering the network as a service (NaaS) and transforming networks similarly to virtualization in data centers.
Ericsson Review: Communications as a cloud service: a new take on telecomsEricsson
Software as a service (SaaS) is a promising solution for overcoming the challenges of implementing and managing new network technologies and services like voice over LTE (VoLTE). The SaaS approach can provide substantial savings in terms of cost and lead-time, and create a new source of revenue for service providers.
The document discusses data offloading strategies using Wi-Fi networks to reduce congestion on cellular networks. It describes how the ANDSF (Access Network Discovery and Selection Function) specification allows for dynamic data offloading between 3GPP and non-3GPP networks like Wi-Fi. The Greenpacket solution uses an intelligent client that enforces operator policies in real-time to selectively shift data traffic from 3G to Wi-Fi networks based on factors like location, time of day, application type, and network conditions to improve the user experience while balancing network load. The ability to control which applications remain on cellular and which shift to Wi-Fi allows operators to better manage quality of experience and retain visibility of traffic patterns.
Reducing Wireless Network CAPEX Through Streamlined Planning | Solution br...Infovista
Network planning and optimization teams can be more efficient with integrated access to network performance data, also known as key performance indicators (KPIs) and traffic data, via their engineering software. With embedded access to multi-vendor KPIs, mobile operators’ engineering teams will get:
🔷Access to always up-to-date network information
🔷Higher accuracy in their network plans with up-to-date traffic maps
🔷An easy way to identify evolving hotspot
🔷Direct feedback on roll-out of new sites and network updates
🔷Better control when introducing new services such as VoLTE
By leveraging rich performance data collected from the network, RF engineers can truly understand the dynamics of an evolving mobile network. This insight enables mobile operators to stay ahead of the competitive curve by being more proactive about mobile network deployments. By making the right decisions at the right time mobile operators can reduce OPEX and optimize CAPEX while securing customers’ quality of experience (QoE).
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This document discusses cross stratum optimization (CSO), an open network framework. It describes how three major trends are driving the need to open up networks: the growth of cloud computing, open operating systems, and open networking initiatives. CSO aims to meet the diverse requirements of applications by allowing control and optimization across network layers. It could help address issues in content delivery, sensory networks, and multi-tenant data centers by enabling control of traffic flows and optimization for varying network conditions and application requirements. CSO is presented as being aligned with the visions of cloud computing, open source movement, and software-defined networking.
A proposal to enhance cellular and wifiIJCNCJournal
WiFi offloading is becoming one of the key enablers to help the network operators dealing with the exponentially growing demand of mobile data. The idea of using WiFi to offload data traffic from cellular network has proposed for many years. However, the interoperability issue between the two networks needs to be enhanced so that WiFi can efficiently supplement for the cellular network in case of congestion or outage. In this paper, we propose a novel network roaming and selection scheme based on 3GPP TS 24.312 and IEEE 802.11k, u standards to enhance cellular and WiFi interworking. The proposed scheme is aimed at enhancing the network roaming and selection so that WiFi network can serve as a supplement and backup access network for the cellular not only for congestion control but also in case of unexpected network failure event. We also model and evaluate the proposed scheme in a typical HetNet with interworking WiFi access points and cellular base stations. The simulation result shows that our proposed scheme quickly detects unexpected network failure event and assists active UEs to perform handoff to preferable alternative point of access. As a result, service disruption is substantially reduced and quality of experience (downlink/uplink’s throughput) is improved. Therefore, our proposed scheme can be used for a more reliable HetNet in terms of congestion control and disruption tolerance.
The document discusses wireless network technologies and vertical handoffs. It introduces the motivation for intelligent vertical handoff techniques using artificial intelligence. Key points include:
1) Heterogeneous wireless networks integrate different technologies like WiFi, WiMAX and UMTS to provide seamless mobility but handoff decision making is challenging due to many parameters.
2) The document proposes using fuzzy logic for intelligent handoff necessity estimation and target network selection to maximize user satisfaction based on multiple criteria.
3) IEEE 802.16 standards including 802.16m, 802.16e, and 802.16j are discussed which focus on data rates up to 100Mbps for mobile and 1Gbps for fixed
This document discusses the challenges and opportunities facing international telecom companies in 2018 and beyond. Key issues addressed include increasing bandwidth demands, competition from new technologies like LPWA networks, regulatory challenges, identifying new revenue opportunities through partnerships and new services, modernizing network infrastructure using SDN and NFV, and optimizing networks and traffic. The telecom industry is facing disruptive changes that require creativity and initiatives to transform business models and capture new sources of revenue.
The document discusses mobility management for voice over IP (VoIP) in heterogeneous wireless networks. It summarizes that future wireless networks will integrate various wireless access networks. For seamless mobility between these networks, the application-layer Session Initiation Protocol (SIP) is a good candidate due to its transparency to lower network layers and scalability. However, SIP can introduce delays due to its application-layer message processing. The document reviews mobility management protocols and their performance challenges for VoIP in heterogeneous wireless networks.
In the past, we’ve seen a regular 10 year technology refresh with 2G, 3G and 4G each being added incrementally. Some believe that 5G will follow in the same cycle, although at the moment it remains vague and unpredictable. Others point out that the benefits of each new generation – mainly increasing spectral efficiency and releasing new spectrum – are reaching their full potential. This has been a key argument for small cell deployment, which increases capacity through frequency reuse without the need for additional spectrum or spectral efficiencies.
Performance and handoff evaluation of heterogeneous wireless networks 2IAEME Publication
This document discusses performance evaluations of heterogeneous wireless networks (HWNs) using the OPNET simulator. It implemented WLAN, WiMAX, and UMTS networks with applications like FTP, video conferencing, and VoIP. Handoff management between the networks was also evaluated. Simulation results showed WiMAX throughput was over 30% higher than WLAN and UMTS. Vertical handoff between WLAN-WiMAX and WLAN-UMTS was difficult without carefully engineering the WLAN network due to differences between the networks. Key metrics like delay, throughput, and received traffic were analyzed and WiMAX generally had superior performance.
Innovations for Better Performing NetworksAviat Networks
This document discusses how Aviat Networks provides solutions to help mobile network operators build smarter, smaller, simpler networks with lower total cost of ownership. It describes how Aviat's portfolio of intelligent packet nodes, compact microwave routers and radios, and network management software enable operators to cost-effectively support new IP and mobile services with greater network capacity, reliability, security and simplified operations. The document also emphasizes that Aviat's solutions combine hardware and software innovations to future-proof operators' networks and help maximize performance as network demands increase.
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
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
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.
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.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
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!
Nunit vs XUnit vs MSTest Differences Between These Unit Testing Frameworks.pdfflufftailshop
When it comes to unit testing in the .NET ecosystem, developers have a wide range of options available. Among the most popular choices are NUnit, XUnit, and MSTest. These unit testing frameworks provide essential tools and features to help ensure the quality and reliability of code. However, understanding the differences between these frameworks is crucial for selecting the most suitable one for your projects.
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.
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.