How can big data add value to your business? Use them to get the competitive edge by combining effective management of insights and big data analytics. This helps operators across business, IT and networks.
Future-proof your network using big data. By 2019, video will contribute more than half of the total volume of global mobile traffic. How can you prepare?
Cloud Communication: 5 Things You Shouldn't MissKirti Khanna
As Cloud technology is influencing every sector of the economy, then why not businesses make use of its benefits to reduce communication gap and bring immense productivity. Let's discover what cloud communication can do to your business.
Introducing the OpsRamp Winter Release, January 2019OpsRamp
Take Action Faster With Context And Insight.
OpsRamp helps digital operations teams drive resilient and responsive IT services by discovering topological relationships between resources at multiple levels in the increasingly hybrid and multi-cloud IT stack. In this webinar you’ll get an overview of Winter Release, including demonstrations of features to drive greater efficiency within modern IT operational environments:
Application Topology. OpsRamp discovers more than forty popular enterprise applications and establishes topological relationships between application components and infrastructure.
Hypervisor Topology. OpsRamp discovers virtual machines, hypervisor servers and clusters in VMware vSphere and KVM environments and their relationships.
Enhanced Service Maps. Representing logical IT services, OpsRamp service maps now have a new user interface that makes it easy to identify underlying resources behind an IT service outage so that operations teams can hone in on the right course of action to restore services.
Auto-Incident Creation and Routing. Automatic incident creation and routing using alert escalation policies to auto-assign incidents based on prior alert, incident, and notification data. Machine learning-driven alert escalation uses specific learned patterns (assignee groups, business impact, urgency, and priority) to route incident assignments for different types of alerts.
Augmented Training for Inference Models. OpsRamp’s machine learning-based inference models correlate alerts linked by a common cause using historical alert data. Opsramp’s OpsQ now allows users to augment these models with additional user-provided training data. With such augmented training, IT operations teams can bootstrap OpsQ to recognize alert sequences that are uncommon in everyday operations, but important to identify when they occur.
Frequency-Driven Alert Escalation. OpsQ now supports policies to escalate alerts based on how often an alert has recently occurred. With frequency-based alerting, operations teams can filter out alerts that flap only occasionally and escalate alerts that flap repeatedly.
Cloud Native Monitoring. Discover and monitor Kubernetes environments across on-prem and cloud services like Azure Kubernetes Services, Google Kubernetes Engine, and Amazon Elastic Container Service for Kubernetes.
Future-proof your network using big data. By 2019, video will contribute more than half of the total volume of global mobile traffic. How can you prepare?
Cloud Communication: 5 Things You Shouldn't MissKirti Khanna
As Cloud technology is influencing every sector of the economy, then why not businesses make use of its benefits to reduce communication gap and bring immense productivity. Let's discover what cloud communication can do to your business.
Introducing the OpsRamp Winter Release, January 2019OpsRamp
Take Action Faster With Context And Insight.
OpsRamp helps digital operations teams drive resilient and responsive IT services by discovering topological relationships between resources at multiple levels in the increasingly hybrid and multi-cloud IT stack. In this webinar you’ll get an overview of Winter Release, including demonstrations of features to drive greater efficiency within modern IT operational environments:
Application Topology. OpsRamp discovers more than forty popular enterprise applications and establishes topological relationships between application components and infrastructure.
Hypervisor Topology. OpsRamp discovers virtual machines, hypervisor servers and clusters in VMware vSphere and KVM environments and their relationships.
Enhanced Service Maps. Representing logical IT services, OpsRamp service maps now have a new user interface that makes it easy to identify underlying resources behind an IT service outage so that operations teams can hone in on the right course of action to restore services.
Auto-Incident Creation and Routing. Automatic incident creation and routing using alert escalation policies to auto-assign incidents based on prior alert, incident, and notification data. Machine learning-driven alert escalation uses specific learned patterns (assignee groups, business impact, urgency, and priority) to route incident assignments for different types of alerts.
Augmented Training for Inference Models. OpsRamp’s machine learning-based inference models correlate alerts linked by a common cause using historical alert data. Opsramp’s OpsQ now allows users to augment these models with additional user-provided training data. With such augmented training, IT operations teams can bootstrap OpsQ to recognize alert sequences that are uncommon in everyday operations, but important to identify when they occur.
Frequency-Driven Alert Escalation. OpsQ now supports policies to escalate alerts based on how often an alert has recently occurred. With frequency-based alerting, operations teams can filter out alerts that flap only occasionally and escalate alerts that flap repeatedly.
Cloud Native Monitoring. Discover and monitor Kubernetes environments across on-prem and cloud services like Azure Kubernetes Services, Google Kubernetes Engine, and Amazon Elastic Container Service for Kubernetes.
The past few months saw some of the most important outputs of the project both for the supplier and user community of OCRE.
In this general update webinar, the project will provide an update on some of the key developments in the project including the conclusion of the OCRE IaaS+ Tender and the signing of more than 400 framework agreements, the presentation of the OCRE Cloud Catalogue of commercial cloud services for the European research community, the validation test suite for suppliers, research projects selected to receive adoption funding support. as well as some of the work in progress for Earth Observation digital services procurement.
Cloud Computing Stats - Cloud in the EnterpriseCloudUniversity
Learn more at CloudUniversity: www.cloudservices.education
Individuals and small businesses have been quick to board the cloud computing train. Enterprises, on the other hand, have lagged a bit behind. However, it seems that big businesses are finally finding their way to the cloud. Here are some statistics about cloud in the enterprise today.
The Summer 2019 Release introduces OpsQ Observed Mode to build confidence in machine learning models for IT event and performance analysis. It also includes automated alert suppression to reduce human time spent on first-response to alerts, continuous learning-based alert escalation using live event data, and new infrastructure monitoring capabilities for cloud native environments.
Watch our on-demand webinar to see all the new enhancements to the platform, including:
OpsQ Observed Mode: OpsQ Observed Mode helps incident management teams assess the accuracy of the OpsRamp machine learning algorithms in a live production environment before they take effect.
Learning-Based Auto-Alert Suppression: OpsQ looks for recurring alert patterns in production environments and suppresses those alerts that occur at a predictable cadence. OpsQ uses seasonality-based and attribute-based auto-alert suppression techniques as a first-response mechanism.
Service and Topology Maps: The Summer 2019 Release introduces new impact visibility and service context features that deliver dynamic relationship data for public cloud services and actionable insights for understanding cross-site interconnections.
Cloud Native Discovery and Monitoring: DevOps and site reliability engineering (SRE) teams can now monitor popular open source applications used in cloud native environments and access relevant performance insights for Mesosphere and Azure Stack in the OpsRamp platform
Learn more at https://www.opsramp.com
Also, follow us on social media channels to learn about product highlights, news, announcements, events, conferences and more:
Twitter - https://www.twitter.com/OpsRamp
LinkedIn - https://www.linkedin.com/company/opsramp
Facebook - https://www.facebook.com/OpsRampHQ/
More control. More flexibility. Less chaos.
The OpsRamp Fall Release includes enhancements to OpsQ, the OpsRamp artificial intelligence inference engine, that improves event management capabilities and intelligent correlation machine learning models, along with improved multi-cloud monitoring and much more.
Watch this on-demand webinar and get to know all the platform enhancements including:
OpsQ Inference Models: OpsRamp Fall 2019 release includes new ensemble learning capabilities that incorporate alert similarity to discover related alerts for faster troubleshooting and reduced downtime.
Fine-Grained Observed Mode Widgets: OpsRamp Fall 2019 introduces widget enhancements that showcase potential alert reduction results for inferences created in Observed Mode.
Improved Context Ingestion: OpsQ can ingest resource context via alerts from other IT operations management tools.
Cloud Monitoring: Today OpsRamp delivers 100+ integrations for Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP). The OpsRamp Fall 2019 Release includes new integrations with AWS services and GCP events for enhanced multi-cloud monitoring support.
Synthetic Monitoring: Synthetics now lets customers pinpoint website outages to specific network routes.
Custom Integration Framework: OpsRamp now makes it easy to build custom integrations using webhook authentication.
Holger Mueller of Constellation Research shares his top takeaways of Microsoft Ignite and Envision conference, held in Orlando from September 24th till 28th 2017.
We are on the brink of a fundamental shift in society. As we journey towards the Networked
Society we are unlocking the full potential of learning and education. Students and
progressive teachers, empowered by technology, are turning established models on their
heads while new skills and educational platforms are redefining our systems and institutions.
Growth Codes: How do operators turn data growth into profitable revenue growth?Ericsson
Growth Codes show how rethinking both mobile broadband and the role of operators can translate into profitable growth. Operators driven by bold, visionary and explorative mobile broadband strategies are turning data growth into revenue growth. These operators differentiate themselves by balancing superior network performance and an innovative go-to-market strategy. We believe the industry can learn from these examples and that more operators can find success by adapting some of their approaches to these codes.
Networked Society City Index 2014 - InfographEricsson
The 2014 edition of the Networked Society City Index examines and ranks 40 cities from around the world, looking at their performance, challenges and opportunities in terms of ICT, sustainability and development. The extensive research gives us a glimpse into the future of the city.
The report also continues to explore the connection between ICT maturity and triple bottom line development in cities around the world.
Airport Billing Software at São Paulo-Guarulhos Airport Ericsson
São Paulo-Guarulhos Airport streamlined airport billing with our airport billing software that supports billing for aviation, concessions and cargo services on a single system.
The impact of the internet on our daily lives is the biggest technological innovation of the last decade. It has re-shaped our planet, our lives and global industries – including TV and Media.
Ericsson’s latest service-enablement offering is the generator that feeds the official event apps with data in real time, and enables an immersive viewing experience for spectators anywhere. By ingesting all the different types of data associated with the championships, like live TV streams, location data and real-time positioning information from skiers as they race, the system can create an enriched context for all event content. By exposing this premium content in the form of an application programming interface (API), this offering allows event data to be separated completely from application and functionality – reducing development time and increasing re-usability.
Networked Society City Index 2016 - infographEricsson
The world is entering a new era where the economic and political importance of cities is growing rapidly. Today, the majority of the world’s population lives in cities and urban concentration is accelerating. Therefore, cities are vital for solving major social, environmental and economic challenges.
We do everything on our phones: from looking for love to searching for the nearest supermarket. We can download songs and watch HD videos in the blink of an eye. Thanks to Ericsson technology we can do this, and much, much more.
As the world has evolved from the age of industrialization to the Networked Society, the nature of consumption has also changed.
The evolution of consumers’ consumption patterns is intertwined with the disruptions that have transformed industries, cities and society alike. Businesses that grasp the new reality will be the ones that survive transformation to grow and flourish.
Furthermore, the evolving nature of consumption means that growth no longer has to be at the expense of the global environment.
http://www.ericsson.com/thinkingahead/networked_society/commerce_reports
The past few months saw some of the most important outputs of the project both for the supplier and user community of OCRE.
In this general update webinar, the project will provide an update on some of the key developments in the project including the conclusion of the OCRE IaaS+ Tender and the signing of more than 400 framework agreements, the presentation of the OCRE Cloud Catalogue of commercial cloud services for the European research community, the validation test suite for suppliers, research projects selected to receive adoption funding support. as well as some of the work in progress for Earth Observation digital services procurement.
Cloud Computing Stats - Cloud in the EnterpriseCloudUniversity
Learn more at CloudUniversity: www.cloudservices.education
Individuals and small businesses have been quick to board the cloud computing train. Enterprises, on the other hand, have lagged a bit behind. However, it seems that big businesses are finally finding their way to the cloud. Here are some statistics about cloud in the enterprise today.
The Summer 2019 Release introduces OpsQ Observed Mode to build confidence in machine learning models for IT event and performance analysis. It also includes automated alert suppression to reduce human time spent on first-response to alerts, continuous learning-based alert escalation using live event data, and new infrastructure monitoring capabilities for cloud native environments.
Watch our on-demand webinar to see all the new enhancements to the platform, including:
OpsQ Observed Mode: OpsQ Observed Mode helps incident management teams assess the accuracy of the OpsRamp machine learning algorithms in a live production environment before they take effect.
Learning-Based Auto-Alert Suppression: OpsQ looks for recurring alert patterns in production environments and suppresses those alerts that occur at a predictable cadence. OpsQ uses seasonality-based and attribute-based auto-alert suppression techniques as a first-response mechanism.
Service and Topology Maps: The Summer 2019 Release introduces new impact visibility and service context features that deliver dynamic relationship data for public cloud services and actionable insights for understanding cross-site interconnections.
Cloud Native Discovery and Monitoring: DevOps and site reliability engineering (SRE) teams can now monitor popular open source applications used in cloud native environments and access relevant performance insights for Mesosphere and Azure Stack in the OpsRamp platform
Learn more at https://www.opsramp.com
Also, follow us on social media channels to learn about product highlights, news, announcements, events, conferences and more:
Twitter - https://www.twitter.com/OpsRamp
LinkedIn - https://www.linkedin.com/company/opsramp
Facebook - https://www.facebook.com/OpsRampHQ/
More control. More flexibility. Less chaos.
The OpsRamp Fall Release includes enhancements to OpsQ, the OpsRamp artificial intelligence inference engine, that improves event management capabilities and intelligent correlation machine learning models, along with improved multi-cloud monitoring and much more.
Watch this on-demand webinar and get to know all the platform enhancements including:
OpsQ Inference Models: OpsRamp Fall 2019 release includes new ensemble learning capabilities that incorporate alert similarity to discover related alerts for faster troubleshooting and reduced downtime.
Fine-Grained Observed Mode Widgets: OpsRamp Fall 2019 introduces widget enhancements that showcase potential alert reduction results for inferences created in Observed Mode.
Improved Context Ingestion: OpsQ can ingest resource context via alerts from other IT operations management tools.
Cloud Monitoring: Today OpsRamp delivers 100+ integrations for Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP). The OpsRamp Fall 2019 Release includes new integrations with AWS services and GCP events for enhanced multi-cloud monitoring support.
Synthetic Monitoring: Synthetics now lets customers pinpoint website outages to specific network routes.
Custom Integration Framework: OpsRamp now makes it easy to build custom integrations using webhook authentication.
Holger Mueller of Constellation Research shares his top takeaways of Microsoft Ignite and Envision conference, held in Orlando from September 24th till 28th 2017.
We are on the brink of a fundamental shift in society. As we journey towards the Networked
Society we are unlocking the full potential of learning and education. Students and
progressive teachers, empowered by technology, are turning established models on their
heads while new skills and educational platforms are redefining our systems and institutions.
Growth Codes: How do operators turn data growth into profitable revenue growth?Ericsson
Growth Codes show how rethinking both mobile broadband and the role of operators can translate into profitable growth. Operators driven by bold, visionary and explorative mobile broadband strategies are turning data growth into revenue growth. These operators differentiate themselves by balancing superior network performance and an innovative go-to-market strategy. We believe the industry can learn from these examples and that more operators can find success by adapting some of their approaches to these codes.
Networked Society City Index 2014 - InfographEricsson
The 2014 edition of the Networked Society City Index examines and ranks 40 cities from around the world, looking at their performance, challenges and opportunities in terms of ICT, sustainability and development. The extensive research gives us a glimpse into the future of the city.
The report also continues to explore the connection between ICT maturity and triple bottom line development in cities around the world.
Airport Billing Software at São Paulo-Guarulhos Airport Ericsson
São Paulo-Guarulhos Airport streamlined airport billing with our airport billing software that supports billing for aviation, concessions and cargo services on a single system.
The impact of the internet on our daily lives is the biggest technological innovation of the last decade. It has re-shaped our planet, our lives and global industries – including TV and Media.
Ericsson’s latest service-enablement offering is the generator that feeds the official event apps with data in real time, and enables an immersive viewing experience for spectators anywhere. By ingesting all the different types of data associated with the championships, like live TV streams, location data and real-time positioning information from skiers as they race, the system can create an enriched context for all event content. By exposing this premium content in the form of an application programming interface (API), this offering allows event data to be separated completely from application and functionality – reducing development time and increasing re-usability.
Networked Society City Index 2016 - infographEricsson
The world is entering a new era where the economic and political importance of cities is growing rapidly. Today, the majority of the world’s population lives in cities and urban concentration is accelerating. Therefore, cities are vital for solving major social, environmental and economic challenges.
We do everything on our phones: from looking for love to searching for the nearest supermarket. We can download songs and watch HD videos in the blink of an eye. Thanks to Ericsson technology we can do this, and much, much more.
As the world has evolved from the age of industrialization to the Networked Society, the nature of consumption has also changed.
The evolution of consumers’ consumption patterns is intertwined with the disruptions that have transformed industries, cities and society alike. Businesses that grasp the new reality will be the ones that survive transformation to grow and flourish.
Furthermore, the evolving nature of consumption means that growth no longer has to be at the expense of the global environment.
http://www.ericsson.com/thinkingahead/networked_society/commerce_reports
Connected Print uses printed electronics, mobile broadband and the connectivity of your body to bring a world of information to your fingertips. This infographic looks at how it works, and how it can change our lives.
People want to be able to stream content seamlessly anywhere, anytime. With the right strategy, benchmarks, KPIs and forecasting methods, this goal is attainable.
http://www.ericsson.com/ourportfolio/telecom-operators/networks-software-15b
Ericsson Networks Software 15B (release B, 2015) is leading the way the ICT industry is transforming itself, offering increased performance and commercial simplicity for software delivery. Networks Software 15B delivers many new capabilities in the areas of radio access, cloud & virtualization, as well as in the network management & control domain, promising to boost networks for maximum performance.
Ericsson Technology Review: Versatile Video Coding explained – the future of ...Ericsson
Continuous innovation in 5G networks is creating new opportunities for video-enabled services for both consumers and industries, particularly in areas such as the Internet of Things and the automotive sector. These new services are expected to rely on continued video evolution toward 8K resolutions and beyond, and on new strict requirements such as low end-to-end latency for video delivery.
The latest Ericsson Technology Review article explores recent developments in video compression technology and introduces Versatile Video Coding (VVC) – a significant improvement on existing video codecs that we think deserves to be widely deployed in the market. VVC has the potential both to enhance the user experience for existing video services and offer an appropriate performance level for new media services over 5G networks.
BRIDGING THE GAP BETWEEN PHYSICAL AND DIGITAL REALITIES
The key role that connectivity plays in our personal and professional lives has never been more obvious than it is today. Thankfully, despite the sudden, dramatic changes in our behavior earlier this year, networks all around the world have proven to be highly resilient. At Ericsson, we’re committed to ensuring that the network platform continues to improve its ability to meet the full range of societal needs as well as supporting enterprises to stay competitive in the long term. We know that greater agility and speed will be essential.
This issue of our magazine includes several articles that explain Ericsson’s approach to future network development, including my annual technology trends article. The seven trends on this year’s list serve as a critical cornerstone in the development of a common Ericsson vision of what future networks will provide, and what sort of technology evolution will be required to get there.
ERIK EKUDDEN
Senior Vice President, Chief Technology Officer and Head of Group Function Technology
Ericsson Technology Review: Integrated access and backhaul – a new type of wi...Ericsson
Today millimeter wave (mmWave) spectrum is valued mainly because it can be used to achieve high speeds and capacities when combined with spectrum assets below 6GHz. But it can provide other benefits as well. For example, mmWave spectrum makes it possible to use a promising new wireless backhaul solution for 5G New Radio – integrated access and backhaul (IAB) – to densify networks with multi-band radio sites at street level.
This Ericsson Technology Review article explains the IAB concept at a high level, presenting its architecture and key characteristics, as well as examining its advantages and disadvantages compared with other backhaul technologies. It concludes with a presentation of the promising results of several simulations that tested IAB as a backhaul option for street sites in both urban and suburban areas.
Ericsson Technology Review: Critical IoT connectivity: Ideal for time-critica...Ericsson
Critical Internet of Things (IoT) connectivity is an emerging concept in IoT development that enables more efficient and innovative services across a wide range of industries by reliably meeting time-critical communication needs. Mobile network operators (MNOs) are in the perfect position to enable these types of time-critical services due to their ability to leverage advanced 5G networks in a systematic and cost-effective way.
This Ericsson Technology Review article explores the benefits of Critical IoT connectivity in areas such as industrial control, mobility automation, remote control and real-time media. It also provides an overview of key network technologies and architectures. It concludes with several case studies based on two deployment scenarios – wide area and local area – that illustrate how well suited 5G spectrum assets are for Critical IoT use cases.
5G New Radio has already evolved in important ways since the 3GPP standardized Release 15 in late 2018. The significant enhancements in Releases 16 and 17 are certain to play a critical role in expanding both the availability and the applicability of 5G NR in both industry and public services in the near future.
This Ericsson Technology Review article summarizes the most notable new developments in releases 16 and 17, grouped into two categories: enhancements to existing features and features that address new verticals and deployment scenarios. This analysis and our insights about the future beyond Release 17 is an important component of our work to help mobile network operators and other stakeholders better understand and plan for the many new 5G NR opportunities that are on the horizon.
Ericsson Technology Review: The future of cloud computing: Highly distributed...Ericsson
The growing interest in cloud computing scenarios that incorporate both distributed computing capabilities and heterogeneous hardware presents a significant opportunity for network operators. With a vast distributed system (the telco network) already in place, the telecom industry has a significant advantage in the transition toward distributed cloud computing.
This Ericsson Technology Review article explores the future of cloud computing from the perspective of network operators, examining how they can best manage the complexity of future cloud deployments and overcome the technical challenges. Redefining cloud to expose and optimize the use of heterogeneous resources is not straightforward, but we are confident that our use cases and proof points validate our approach and will gain traction both in the telecommunications community and beyond.
Ericsson Technology Review: Optimizing UICC modules for IoT applicationsEricsson
Commonly referred to as SIM cards, the universal integrated circuit cards (UICCs) used in all cellular devices today are in fact complex and powerful minicomputers capable of much more than most Internet of Things (IoT) applications require. Until a simpler and less costly alternative becomes available, action must be taken to ensure that the relatively high price of UICC modules does not hamper IoT growth.
This Ericsson Technology Review article presents two mid-term approaches. The first is to make use of techniques that reduce the complexity of using UICCs in IoT applications, while the second is to use the UICCs’ excess capacity for additional value generation. Those who wish to exploit the potential of the UICCs to better support IoT applications have the opportunity to use them as cryptographic storage, to run higher-layer protocol stacks and/or as supervisory entities, for example.
Mobile data traffic volumes are expected to increase by a factor of four by 2025, and 45 percent of that traffic will be carried by 5G networks. To deliver on customer expectations in this rapidly changing environment, communication service providers must overcome challenges in three key areas: building sufficient capacity, resolving operational inefficiencies through automation and artificial intelligence, and improving service differentiation. This issue of ETR magazine provides insights about how to tackle all three.
Ericsson Technology Review: 5G BSS: Evolving BSS to fit the 5G economyEricsson
The 5G network evolution has opened up an abundance of new business opportunities for communication service providers (CSPs) in verticals such as industrial automation, security, health care and automotive. In order to successfully capitalize on them, CSPs must have business support systems (BSS) that are evolved to manage complex value chains and support new business models. Optimized information models and a high degree of automation are required to handle huge numbers of devices through open interfaces.
This Ericsson Technology Review article explains how 5G-evolved BSS can help CSPs transform themselves from traditional network developers to service enablers for 5G and the Internet of Things, and ultimately to service creators with the ability to collaborate beyond telecoms and establish lucrative digital value systems.
Ericsson Technology Review: 5G migration strategy from EPS to 5G systemEricsson
For many operators, the introduction of the 5G System (5GS) to provide wide-area services in existing Evolved Packet System (EPS) deployments is a necessary step toward creating a full-service, future-proof 5GS in the longer term. The creation of a combined 4G-5G network requires careful planning and a holistic strategy, as the introduction of 5GS has significant impacts across all network domains, including the RAN, packet core, user data and policies, and services, as well as affecting devices and backend systems.
This Ericsson Technology Review article provides an overview of all the aspects that operators need to consider when putting together a robust EPS-to-5GS migration strategy and provides guidance about how they can adapt the transition to address their particular needs per domain.
Ericsson Technology Review: Creating the next-generation edge-cloud ecosystemEricsson
The surge in data volume that will come from the massive number of devices enabled by 5G has made edge computing more important than ever before. Beyond its abilities to reduce network traffic and improve user experience, edge computing will also play a critical role in enabling use cases for ultra-reliable low-latency communication in industrial manufacturing and a variety of other sectors.
This Ericsson Technology Review article explores the topic of how to deliver distributed edge computing solutions that can host different kinds of platforms and applications and provide a high level of flexibility for application developers. Rather than building a new application ecosystem and platform, we strongly recommend reusing industrialized and proven capabilities, utilizing the momentum created with Cloud Native Computing Foundation, and ensuring backward compatibility.
The rise of the innovation platform
Society and industry are transforming at an unprecedented rate. At the same time, the network platform is emerging as an innovation platform with the potential to offer all the connectivity, processing, storage and security needed by current and future applications. In my 2019 trends article, featured in this issue of Ericsson Technology Review, I share my view of the future network platform in relation to six key technology trends.
This issue of the magazine also addresses critical topics such as trust enablement, the extension of computing resources all the way to the edge of the mobile network, the growing impact of the cloud in the telco domain, overcoming latency and battery consumption challenges, and the need for end-to-end connectivity. I hope it provides you with valuable insights about how to overcome the challenges ahead and take full advantage of new opportunities.
Ericsson Technology Review: Spotlight on the Internet of ThingsEricsson
The Internet of Things (IoT) has emerged as a fundamental cornerstone in the digitalization of both industry and society as a whole. It represents a huge opportunity not only in economic terms, but also from a global challenges perspective – making it easier for governments, non-governmental organizations and the private sector to address pressing food, energy, water and climate related issues.
5G and the IoT are closely intertwined. One of the biggest innovations within 5G is support for the IoT in all its forms, both by addressing mission criticality as well as making it possible to connect low-cost, long-battery-life sensors.
With this in mind, we decided to create a special issue of Ericsson Technology Review solely focused on IoT opportunities and challenges. I hope it provides you with valuable insights about the IoT-related opportunities available to your organization, along with ideas about how we can overcome the challenges ahead.
Ericsson Technology Review: Driving transformation in the automotive and road...Ericsson
A variety of automotive and transport services that require cellular connectivity are already in commercial operation today, and many more are yet to come. Among other things, these services will improve road safety and traffic efficiency, saving lives and helping to reduce the emissions that contribute to climate change. At Ericsson, we believe that the best way to address the growing connectivity needs of this industry sector is through a common network solution, as opposed to taking a single-segment silo approach.
The latest Ericsson Technology Review article explains how the ongoing rollout of 5G provides a cost-efficient and feature-rich foundation for a horizontal multiservice network that can meet the connectivity needs of the automotive and transport ecosystem. It also outlines the key challenges and presents potential solutions.
This presentation explains the importance of SD-WAN technology as part of the Enterprise digital transformation strategy. It goes over the first wave of SD-WAN in a single vendor deployment, with Do-it-yourself (DIY) as the preferred model. Then continues with the importance of orchestration in the second wave of SD-WAN deployments in a multi-vendor ecosystem, turning to SD-WAN Managed Services as the preferred model. It ends up with some examples of use cases and the Verizon customer case. More information on Ericsson Dynamic orchestration - http://m.eric.sn/6rsZ30psKLu
Ericsson Technology Review: 5G-TSN integration meets networking requirements ...Ericsson
Time-Sensitive Networking (TSN) is becoming the standard Ethernet-based technology for converged networks of Industry 4.0. Understanding the importance and relevance of TSN features, as well as the capabilities that allow 5G to achieve wireless deterministic and time-sensitive communication, is essential to industrial automation in the future.
The latest Ericsson Technology Review article explains how TSN is an enabler of Industry 4.0, and that together with 5G URLLC capabilities, the two key technologies can be combined and integrated to provide deterministic connectivity end to end. It also discusses TSN standards and the value of the TSN toolbox for next generation industrial automation networks.
Ericsson Technology Review: Meeting 5G latency requirements with inactive stateEricsson
Low latency communication and minimal battery consumption are key requirements of many 5G and IoT use cases, including smart transport and critical control of remote devices. Thanks to Ericsson’s 4G/5G research activities and lessons learned from legacy networks, we have identified solutions that address both of these requirements by reducing the amount of signaling required during state transitions, and shared our discoveries with the 3GPP.
This Ericsson Technology Review article explains the why and how behind the new Radio Resource Control (RRC) state model in the standalone version of the 5G New Radio standard, which features a new, Ericsson-developed state called inactive. On top of overcoming latency and battery consumption challenges, the new state also increases overall system capacity by decreasing the processing effort in the network.
Ericsson Technology Review: Cloud-native application design in the telecom do...Ericsson
Cloud-native application design is set to become standard practice in the telecom industry in the near future due to the major efficiency gains it can provide, particularly in terms of speeding up software upgrades and releases. At Ericsson, we have been actively exploring the potential of cloud-native computing in the telecom industry since we joined the Cloud Native Computing Foundation (CNCF) a few years ago.
This Ericsson Technology Review article explains the opportunities that CNCF technology has enabled, as well as unveiling key aspects of our application development framework, which is designed to help navigate the transition to a cloud-native approach. It also discusses the challenges that the large-scale reuse of open-source technology can raise, along with key strategies for how to mitigate them.
Ericsson Technology Review: Service exposure: a critical capability in a 5G w...Ericsson
To meet the requirements of use cases in areas such as the Internet of Things, AR/VR, Industry 4.0 and the automotive sector, operators need to be able to provide computing resources across the whole telco domain – all the way to the edge of the mobile network. Service exposure and APIs will play a key role in creating solutions that are both effective and cost efficient.
The latest Ericsson Technology Review article explores recent advances in the service exposure area that have resulted from the move toward 5G and the adoption of cloud-native principles, as well as the combination of Service-based Architecture, microservices and container technologies. It includes examples that illustrate how service exposure can be deployed in a multitude of locations, each with a different set of requirements that drive modularity and configurability needs.
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfGetInData
Recently we have observed the rise of open-source Large Language Models (LLMs) that are community-driven or developed by the AI market leaders, such as Meta (Llama3), Databricks (DBRX) and Snowflake (Arctic). On the other hand, there is a growth in interest in specialized, carefully fine-tuned yet relatively small models that can efficiently assist programmers in day-to-day tasks. Finally, Retrieval-Augmented Generation (RAG) architectures have gained a lot of traction as the preferred approach for LLMs context and prompt augmentation for building conversational SQL data copilots, code copilots and chatbots.
In this presentation, we will show how we built upon these three concepts a robust Data Copilot that can help to democratize access to company data assets and boost performance of everyone working with data platforms.
Why do we need yet another (open-source ) Copilot?
How can we build one?
Architecture and evaluation
Global Situational Awareness of A.I. and where its headedvikram sood
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
Adjusting OpenMP PageRank : SHORT REPORT / NOTESSubhajit Sahu
For massive graphs that fit in RAM, but not in GPU memory, it is possible to take
advantage of a shared memory system with multiple CPUs, each with multiple cores, to
accelerate pagerank computation. If the NUMA architecture of the system is properly taken
into account with good vertex partitioning, the speedup can be significant. To take steps in
this direction, experiments are conducted to implement pagerank in OpenMP using two
different approaches, uniform and hybrid. The uniform approach runs all primitives required
for pagerank in OpenMP mode (with multiple threads). On the other hand, the hybrid
approach runs certain primitives in sequential mode (i.e., sumAt, multiply).
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfEnterprise Wired
In this guide, we'll explore the key considerations and features to look for when choosing a Trusted analytics platform that meets your organization's needs and delivers actionable intelligence you can trust.
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake