This document provides an overview of a visit to VTT focused on 5G test networks, data, cybersecurity, and new space opportunities. It includes an agenda for the visit, background on VTT as an applied research organization, details on Finland's 5G test network which VTT coordinates, and demonstrations of connectivity and data-driven solutions for 5G verticals. Key points covered include VTT's role in applied research and European innovation initiatives, the nationwide 5G test network and projects, and vertical use cases being tested using the 5G infrastructure.
This document provides an overview of a visit to VTT MIKES. VTT MIKES is Finland's national metrology institute, which provides accurate measurements, calibrations, and metrological research. The visit included introductions to VTT MIKES and quantum technology, as well as a tour of VTT MIKES facilities focusing on optical clocks, interferometry techniques, optical spectroscopy, and active hyperspectral detection.
The document describes an event about opportunities for SMEs in Horizon 2020. It discusses several EU-funded projects focused on additive manufacturing, including INTEGRADDE. INTEGRADDE aims to develop an end-to-end digital manufacturing solution for metal additive manufacturing using laser metal deposition and wire arc additive manufacturing technologies. It seeks to enable right-first-time manufacturing of large metal parts and improve quality. The project also establishes a network of open pilot lines to provide testing facilities and support the adoption of additive manufacturing among European SMEs and mid-sized companies.
Tech transfer current reforms in France: SATT- tech transfer accelerating com...met3project
The document discusses recent reforms to technology transfer in France, including the creation of SATT companies. SATTs are intended to accelerate technology transfer by [1] merging universities' technology transfer offices to reach critical mass, [2] managing intellectual property portfolios and providing proof-of-concept funding, and [3] facilitating partnerships between academia and industry. The French government has committed over 1 billion euros to support 12 SATT companies and other technology transfer initiatives. SATTs aim to increase the commercialization of academic inventions and boost technology transfer for public benefit.
The document discusses the 5G Public-Private Partnership (5PPP) program in Horizon 2020 of the EU. It provides an overview of the 5PPP, details on the first call for projects which began in July 2015, and outlines the time plan and opportunities for networking. Key points include that the 5PPP budget is 700 million Euro in public funding matched by 3.5 billion Euro in private investment, and that it aims to address all building blocks of future communication networks and vertical industry use cases.
This document provides an overview of a visit to VTT MIKES. VTT MIKES is Finland's national metrology institute, which provides accurate measurements, calibrations, and metrological research. The visit included introductions to VTT MIKES and quantum technology, as well as a tour of VTT MIKES facilities focusing on optical clocks, interferometry techniques, optical spectroscopy, and active hyperspectral detection.
The document describes an event about opportunities for SMEs in Horizon 2020. It discusses several EU-funded projects focused on additive manufacturing, including INTEGRADDE. INTEGRADDE aims to develop an end-to-end digital manufacturing solution for metal additive manufacturing using laser metal deposition and wire arc additive manufacturing technologies. It seeks to enable right-first-time manufacturing of large metal parts and improve quality. The project also establishes a network of open pilot lines to provide testing facilities and support the adoption of additive manufacturing among European SMEs and mid-sized companies.
Tech transfer current reforms in France: SATT- tech transfer accelerating com...met3project
The document discusses recent reforms to technology transfer in France, including the creation of SATT companies. SATTs are intended to accelerate technology transfer by [1] merging universities' technology transfer offices to reach critical mass, [2] managing intellectual property portfolios and providing proof-of-concept funding, and [3] facilitating partnerships between academia and industry. The French government has committed over 1 billion euros to support 12 SATT companies and other technology transfer initiatives. SATTs aim to increase the commercialization of academic inventions and boost technology transfer for public benefit.
The document discusses the 5G Public-Private Partnership (5PPP) program in Horizon 2020 of the EU. It provides an overview of the 5PPP, details on the first call for projects which began in July 2015, and outlines the time plan and opportunities for networking. Key points include that the 5PPP budget is 700 million Euro in public funding matched by 3.5 billion Euro in private investment, and that it aims to address all building blocks of future communication networks and vertical industry use cases.
The webinar provided background information on various call topics and on support available for both UK and European organisations in how to apply for funding and search for partners. KTN hosted this event on behalf of Innovate UK and was delivered by Elenaor Brash, UK5G, Stafford Lloyd, National Contact Point ICT, Innovate UK, Mythri Hunukumbure, Principal Research Engineer, Samsung, and Viola Hay, Knowledge Transfer Manager - European Programmes, KTN.
The webinar gave an overview of H2020 5G Call topics, and support available for UK organisations in how to apply for funding, as well as information on Brexit and the continuation of UK participation in H2020. This enabled attendees to gain an insight into the benefits of participating, guidelines for preparing a project outline and the support and collaboration tools available.
In summary, the webinar covered:
- Open and Forthcoming 5G Call Topics
- Support for UK Organisations
- UK participation in Horizon 2020
Find out more about the 5G Special Interest Group at https://ktn-uk.co.uk/interests/5g
Report’s Key Features
• PDF >130 slides
• Excel file with >3,800 patents
• Competitive landscape from a patent perspective, offering a very complementary vision to market research.
• Key patent owners, their IP and technology strategies and their future intents.
• New entrants, their technology and their market areas of interest.
• Know competitors’ strengths and weaknesses in terms of patents and technologies.
• Follow technology developments, identify emerging technologies and know key technical solutions to solve hot technical issues.
• Identify free technologies which can be used safely and to mitigate the risks of patent infringement.
• Identify technologies to acquire and potential R&D partners.
• Benefit from a useful Excel database with all patents analyzed in the report, including technology segmentation.
Presentazione inglese aprile_2012_con_nuovologoCSP Scarl
This document provides an overview of an ICT research organization called CSP. It discusses CSP's identity as a non-profit research body that reinvests profits into research. It outlines CSP's main activities including collaborative research projects with universities, companies, and public administrations focused on areas like the Internet of Things, digital networks, and networked media. It provides examples of CSP's work and discusses its partnerships and steering committee.
The Industrial Internet programme by Tekes aims to encourage Finnish companies to renew their business models through new technologies. It will provide €100 million in funding over 5 years to networks combining ICT and other industries. This supports competitiveness by creating new business partnerships and models. Examples show potential for optimizing waste removal and ship operations through sensors and data analysis. However, Finland still lags in industrial ICT usage, so international cooperation is needed to develop areas like big data analytics and innovative business models leveraging new technologies. The objectives are opening new multidisciplinary networks, extracting value from meaningful data, and supporting business growth through digital transformation.
Report’s Key Features
• PDF >160 slides
• Excel file >18,500 patents
• IP trends, including time-evolution of published patents, countries of patent filings, etc.
• Ranking of main patent assignees
• Main technologies IP analysis:
– Temperature-compensated acoustic wave filters
– Packaging (flip-chip, wafer-level packaging
– Functions and modules (duplexers, multiplexers)
• IP players’ key patents
• Key players’ IP position and relative strength of their patent portfolios
• IP profile of key players: Murata, TDK, Taiyo Yuden, Skyworks, Qualcomm, Broadcom, Qorvo, Samsung Electro Mechanics, Akoustis, Resonant, Infineon, CETC
• Excel database containing all patents analyzed in the report, including technology and application segmentations
The document discusses Nick Gutwein's presentation at Goldman Sachs' "Exhilarated by Electronics" forum on July 12, 2005. It includes forward-looking statements and non-GAAP financial data. The presentation agenda covers Rohm and Haas' performance in 2004, its diverse business portfolio, end markets served, and focus on sales growth, margin expansion, cash generation, and strong governance. It also provides an overview of Rohm and Haas' electronic materials business, including its circuit board, semiconductor, and packaging/finishing technologies and growth strategies in R&D and Asia.
5. Frans Volberda - Session 3: Operation, Control and ProtectionDutch Power
The document discusses three papers presented at Session 3 of the Cired 2019 conference on Operation, Control and Protection of distribution grids.
The first paper from Austria discusses a guideline published by the Austrian association of electricity companies outlining trends in grid operation digitalization for distribution system operators focusing on security of supply, fault localization and restoration, customer interaction, and emergency management.
The second paper from Portugal presents a pilot project by a Portuguese DSO to develop IT solutions supporting low voltage network management and control in response to increasing distributed energy resources.
The third paper from Finland introduces using 5G wireless communication networks to enable advanced distributed protection solutions for power grids reliant on high-speed transmission of system quantities, providing a use case
Market & Technology Trends in Materials and Equipement for Printed and Flexib...Yole Developpement
Combined flexible & printed electronic applications could reach US$1B in 2020. Multiple applications are driving growth!
TECHNICAL CHALLENGES ARE CLOSE TO BEING OVERCOME TO REACH US$1B MARKET BY 2020
Today flexible & printed electronics create a lot of hope. And a supply chain is being created to support an industrial infrastructure. In our report, we have identified and tracked the five main functionalities of flexible & printed electronics: displaying, sensing, lighting, energy generating and substrates. The different degrees of freedom in flexibility that can be obtained can be divided into:
- Conformable substrate: the flexible substrate will be shaped in a definitive way after processing
- “Bendable” substrate: they can be rolled and bent many times (even if we consider it will not be a key feature coming from customer needs)
- “Unused” flexibility: in the end, the flexibility is not an added value to the customer
We believe some applications will be more likely than other to be successful – for example, bendable applications will undergo tough stress during use and technological challenges will be hard to overcome. Our report shows the distinction between the functions (displaying, lighting, energy conversion, sensing & substrates) and the seek flexibility “degree of freedom”. We do not make the distinction in our report between organic and inorganic substrates as semiconductors can also be used as flexible substrates.
However, we believe over the next several years, the number of applications using printing processes for flexible electronics will grow (Figure on page 2).
We estimate the printed & flexible electronics market will grow from ~ $176M in 2013 to ~$950M in 2020 with a 27% CAGR in market value. Printed OLED displays for large size (TVs) are likely to become the largest market. For OLED lighting, we believe it will grow but remain a niche market for automotive and/ or office lighting. For PV, the market demand by 2020 will remain very low compared to the demand for rigid PV, largely below 1% of the global market demand by 2020. Sensor, smart system & polytronic applications will include sensors, touchless / touch screens, RF ID applications.
A WIDE, EXCITING RANGE OF NEW APPLICATIONS
Printed & flexible electronics is a new exiting technology with large potential market expectations. Indeed, as semiconductors move to the very small with 22nm critical dimension, printed electronics moves to the other end of the spectrum with its own material, equipment, process challenges and supply chain. Printed electronics will not kill semiconductor electronics as it will not be a replacement for CMOS silicon.
More info at http://www.i-micronews.com/reports/Flexible-Based-Printed-Electronics-Technologies/6/367/
CSP-Innovazione nelle ICT is a non-profit research organization based in Turin, Italy that is focused on experimental development and industrial research. It has partnerships with local universities and works on projects related to emerging technologies. CSP provides technology assets to enterprises free of charge to help bring prototypes to market. It has been involved in 18 EU funded projects and has offices in Turin that employ around 50 full-time researchers.
SURFnet is the Dutch National Research and Education Network that provides advanced networking services to over 1 million end-users across 160 institutions. Through projects like GigaPort and SURFnet6, SURFnet has developed one of the most advanced networks in the world with over 8,000 km of dark fiber pairs directly connecting research and education institutes. GigaPort is a collaboration between public and private organizations funded by the Dutch government, industry partners, and research and education consortiums to strengthen the Dutch knowledge infrastructure through 2021.
This document provides context on the 5G Public Private Partnership (5G PPP) and Horizon 2020 Calls related to 5G research and development. It discusses:
- The goals and phases of the 5G PPP program, which will provide up to €700 million in public funding to be matched by €3.5 billion in private funding.
- Key aspects of Horizon 2020 Calls ICT-07, ICT-08, and ICT-09 related to 5G, including research areas, expected impacts, and funding amounts for different strands focusing on technologies like wireless access, optical networks, and software networks.
- Additional details on requirements defined in white papers for different vertical sectors, and work
Opportunities and challenges in printed electronics productionQuad Industries
Printed electronics represents an enormous potential in a world of interconnected appliances. But there is still a large gap between the technology that is available and the potential for real-life applications. “That’s why we are focusing so strongly on intensive collaboration with our customers,” says Wim Christiaens, R&D director at Quad Industries.
IDTechEx Research: Problems That Printed Electronics is SolvingIDTechEx
This document provides an overview of printed electronics and how it is addressing problems in various industries. It summarizes challenges in industries like retail, healthcare, wearables, vehicles, and consumer electronics related to costs, customization, form factors, and more. It then provides brief examples of how printed electronics is enabling thinner, flexible, and stretchable devices to help solve these issues through applications like sensors, displays, and energy storage. The document is an introduction to opportunities for printed electronics from IDTechEx, an emerging technology research firm.
This document discusses how printing is evolving from traditional print to become a true manufacturing platform. It outlines several technological trends like 3D printing, printed electronics, and functional inks that are enabling printing processes to produce objects with added functionalities beyond just images and text. This expansion allows printing to move into new application areas like healthcare, food packaging, and the production of electronic components in a low-cost and scalable way. The document provides several examples of printed electronics, smart packaging, and interactive printed materials to illustrate this evolution. It argues that these innovations open up new growth opportunities for the printing industry and will transform it from a declining sector to an expanding manufacturing platform.
Report’s Key Features
• PDF with > 80 slides
• Excel file > 4,350 patents
• Overview of the most recent patents published in 2019 by MEMS players.
• Main patent applicants.
• Main MEMS technologies and devices analyzed:
– Inertial sensors (accelerometers, gyroscopes, IMUs)
– Microphones
– Microspeakers
– Ultrasonic sensors
– Gas sensors
– Pressure sensors
– Micromirrors
– MEMS Packaging
• IP dynamics and trends of the different MEMS devices.
• Comparison of recent IP and market activities.
• Noticeable 2019 patents from main players.
• Excel database containing all patents analyzed in the report, including technology and application segmentation.
Soldani_5G_Seminar_Italy15June2016_Final_Public v02Dr. David Soldani
1) The document discusses the development of 5G communications networks, including key capabilities that will be enhanced from 4G LTE networks and prospects for 5G.
2) 5G networks are expected to become the "nervous system" of the digital society and economy by 2020 through convergence of technologies like cloud computing, artificial intelligence, and high-speed connectivity.
3) International cooperation on 5G development is occurring through memorandums of understanding between groups in countries like China, Japan, Korea, the US, and through a multilateral MoU between these groups.
Achievements and future works of ITU-T Study Group 9 on Broadband Cable and TV
Presented at WTSA-16 by Mr Arthur Webster, Chairman of ITU-T Study Group 9
INTERPRETER – Local flexibility solutions leveraged by RD&I projects as syste...Leonardo ENERGY
Webinar recording at https://youtu.be/ueVkeVCbCCw
This presentation provides an introduction to flexibility solutions, focused on DSO and demand-side innovative service enabling solutions. This introduction will be followed by the presentation of ATTEST and INTERRFACE as examples of RD&I projects where these flexibility solutions are being developed at the European level.
The document describes the Light.Touch.Matters project, which will develop new smart materials that combine touch sensitivity and luminosity. Product designers and material researchers will collaborate to create thin, flexible materials based on piezoelectric plastics and OLEDs that can be integrated into products. The materials have potential applications in healthcare products to help users feel better and monitor their health. The project involves partners across Europe from design, materials science, and engineering backgrounds. It will use an iterative design-driven methodology to converge conceptual designs with feasible materials technologies.
The 5thGear programme aims to:
1) Maintain Finland's position as a leader in wireless communications research through ensuring participation in defining 5G standards and technologies.
2) Establish Finland as a leading location for 5G piloting and collaboration between companies, universities, and other organizations in the Finnish ecosystem.
3) Leverage 5G research results to enable innovations beyond telecommunications and create new business opportunities for Finnish companies.
The webinar provided background information on various call topics and on support available for both UK and European organisations in how to apply for funding and search for partners. KTN hosted this event on behalf of Innovate UK and was delivered by Elenaor Brash, UK5G, Stafford Lloyd, National Contact Point ICT, Innovate UK, Mythri Hunukumbure, Principal Research Engineer, Samsung, and Viola Hay, Knowledge Transfer Manager - European Programmes, KTN.
The webinar gave an overview of H2020 5G Call topics, and support available for UK organisations in how to apply for funding, as well as information on Brexit and the continuation of UK participation in H2020. This enabled attendees to gain an insight into the benefits of participating, guidelines for preparing a project outline and the support and collaboration tools available.
In summary, the webinar covered:
- Open and Forthcoming 5G Call Topics
- Support for UK Organisations
- UK participation in Horizon 2020
Find out more about the 5G Special Interest Group at https://ktn-uk.co.uk/interests/5g
Report’s Key Features
• PDF >130 slides
• Excel file with >3,800 patents
• Competitive landscape from a patent perspective, offering a very complementary vision to market research.
• Key patent owners, their IP and technology strategies and their future intents.
• New entrants, their technology and their market areas of interest.
• Know competitors’ strengths and weaknesses in terms of patents and technologies.
• Follow technology developments, identify emerging technologies and know key technical solutions to solve hot technical issues.
• Identify free technologies which can be used safely and to mitigate the risks of patent infringement.
• Identify technologies to acquire and potential R&D partners.
• Benefit from a useful Excel database with all patents analyzed in the report, including technology segmentation.
Presentazione inglese aprile_2012_con_nuovologoCSP Scarl
This document provides an overview of an ICT research organization called CSP. It discusses CSP's identity as a non-profit research body that reinvests profits into research. It outlines CSP's main activities including collaborative research projects with universities, companies, and public administrations focused on areas like the Internet of Things, digital networks, and networked media. It provides examples of CSP's work and discusses its partnerships and steering committee.
The Industrial Internet programme by Tekes aims to encourage Finnish companies to renew their business models through new technologies. It will provide €100 million in funding over 5 years to networks combining ICT and other industries. This supports competitiveness by creating new business partnerships and models. Examples show potential for optimizing waste removal and ship operations through sensors and data analysis. However, Finland still lags in industrial ICT usage, so international cooperation is needed to develop areas like big data analytics and innovative business models leveraging new technologies. The objectives are opening new multidisciplinary networks, extracting value from meaningful data, and supporting business growth through digital transformation.
Report’s Key Features
• PDF >160 slides
• Excel file >18,500 patents
• IP trends, including time-evolution of published patents, countries of patent filings, etc.
• Ranking of main patent assignees
• Main technologies IP analysis:
– Temperature-compensated acoustic wave filters
– Packaging (flip-chip, wafer-level packaging
– Functions and modules (duplexers, multiplexers)
• IP players’ key patents
• Key players’ IP position and relative strength of their patent portfolios
• IP profile of key players: Murata, TDK, Taiyo Yuden, Skyworks, Qualcomm, Broadcom, Qorvo, Samsung Electro Mechanics, Akoustis, Resonant, Infineon, CETC
• Excel database containing all patents analyzed in the report, including technology and application segmentations
The document discusses Nick Gutwein's presentation at Goldman Sachs' "Exhilarated by Electronics" forum on July 12, 2005. It includes forward-looking statements and non-GAAP financial data. The presentation agenda covers Rohm and Haas' performance in 2004, its diverse business portfolio, end markets served, and focus on sales growth, margin expansion, cash generation, and strong governance. It also provides an overview of Rohm and Haas' electronic materials business, including its circuit board, semiconductor, and packaging/finishing technologies and growth strategies in R&D and Asia.
5. Frans Volberda - Session 3: Operation, Control and ProtectionDutch Power
The document discusses three papers presented at Session 3 of the Cired 2019 conference on Operation, Control and Protection of distribution grids.
The first paper from Austria discusses a guideline published by the Austrian association of electricity companies outlining trends in grid operation digitalization for distribution system operators focusing on security of supply, fault localization and restoration, customer interaction, and emergency management.
The second paper from Portugal presents a pilot project by a Portuguese DSO to develop IT solutions supporting low voltage network management and control in response to increasing distributed energy resources.
The third paper from Finland introduces using 5G wireless communication networks to enable advanced distributed protection solutions for power grids reliant on high-speed transmission of system quantities, providing a use case
Market & Technology Trends in Materials and Equipement for Printed and Flexib...Yole Developpement
Combined flexible & printed electronic applications could reach US$1B in 2020. Multiple applications are driving growth!
TECHNICAL CHALLENGES ARE CLOSE TO BEING OVERCOME TO REACH US$1B MARKET BY 2020
Today flexible & printed electronics create a lot of hope. And a supply chain is being created to support an industrial infrastructure. In our report, we have identified and tracked the five main functionalities of flexible & printed electronics: displaying, sensing, lighting, energy generating and substrates. The different degrees of freedom in flexibility that can be obtained can be divided into:
- Conformable substrate: the flexible substrate will be shaped in a definitive way after processing
- “Bendable” substrate: they can be rolled and bent many times (even if we consider it will not be a key feature coming from customer needs)
- “Unused” flexibility: in the end, the flexibility is not an added value to the customer
We believe some applications will be more likely than other to be successful – for example, bendable applications will undergo tough stress during use and technological challenges will be hard to overcome. Our report shows the distinction between the functions (displaying, lighting, energy conversion, sensing & substrates) and the seek flexibility “degree of freedom”. We do not make the distinction in our report between organic and inorganic substrates as semiconductors can also be used as flexible substrates.
However, we believe over the next several years, the number of applications using printing processes for flexible electronics will grow (Figure on page 2).
We estimate the printed & flexible electronics market will grow from ~ $176M in 2013 to ~$950M in 2020 with a 27% CAGR in market value. Printed OLED displays for large size (TVs) are likely to become the largest market. For OLED lighting, we believe it will grow but remain a niche market for automotive and/ or office lighting. For PV, the market demand by 2020 will remain very low compared to the demand for rigid PV, largely below 1% of the global market demand by 2020. Sensor, smart system & polytronic applications will include sensors, touchless / touch screens, RF ID applications.
A WIDE, EXCITING RANGE OF NEW APPLICATIONS
Printed & flexible electronics is a new exiting technology with large potential market expectations. Indeed, as semiconductors move to the very small with 22nm critical dimension, printed electronics moves to the other end of the spectrum with its own material, equipment, process challenges and supply chain. Printed electronics will not kill semiconductor electronics as it will not be a replacement for CMOS silicon.
More info at http://www.i-micronews.com/reports/Flexible-Based-Printed-Electronics-Technologies/6/367/
CSP-Innovazione nelle ICT is a non-profit research organization based in Turin, Italy that is focused on experimental development and industrial research. It has partnerships with local universities and works on projects related to emerging technologies. CSP provides technology assets to enterprises free of charge to help bring prototypes to market. It has been involved in 18 EU funded projects and has offices in Turin that employ around 50 full-time researchers.
SURFnet is the Dutch National Research and Education Network that provides advanced networking services to over 1 million end-users across 160 institutions. Through projects like GigaPort and SURFnet6, SURFnet has developed one of the most advanced networks in the world with over 8,000 km of dark fiber pairs directly connecting research and education institutes. GigaPort is a collaboration between public and private organizations funded by the Dutch government, industry partners, and research and education consortiums to strengthen the Dutch knowledge infrastructure through 2021.
This document provides context on the 5G Public Private Partnership (5G PPP) and Horizon 2020 Calls related to 5G research and development. It discusses:
- The goals and phases of the 5G PPP program, which will provide up to €700 million in public funding to be matched by €3.5 billion in private funding.
- Key aspects of Horizon 2020 Calls ICT-07, ICT-08, and ICT-09 related to 5G, including research areas, expected impacts, and funding amounts for different strands focusing on technologies like wireless access, optical networks, and software networks.
- Additional details on requirements defined in white papers for different vertical sectors, and work
Opportunities and challenges in printed electronics productionQuad Industries
Printed electronics represents an enormous potential in a world of interconnected appliances. But there is still a large gap between the technology that is available and the potential for real-life applications. “That’s why we are focusing so strongly on intensive collaboration with our customers,” says Wim Christiaens, R&D director at Quad Industries.
IDTechEx Research: Problems That Printed Electronics is SolvingIDTechEx
This document provides an overview of printed electronics and how it is addressing problems in various industries. It summarizes challenges in industries like retail, healthcare, wearables, vehicles, and consumer electronics related to costs, customization, form factors, and more. It then provides brief examples of how printed electronics is enabling thinner, flexible, and stretchable devices to help solve these issues through applications like sensors, displays, and energy storage. The document is an introduction to opportunities for printed electronics from IDTechEx, an emerging technology research firm.
This document discusses how printing is evolving from traditional print to become a true manufacturing platform. It outlines several technological trends like 3D printing, printed electronics, and functional inks that are enabling printing processes to produce objects with added functionalities beyond just images and text. This expansion allows printing to move into new application areas like healthcare, food packaging, and the production of electronic components in a low-cost and scalable way. The document provides several examples of printed electronics, smart packaging, and interactive printed materials to illustrate this evolution. It argues that these innovations open up new growth opportunities for the printing industry and will transform it from a declining sector to an expanding manufacturing platform.
Report’s Key Features
• PDF with > 80 slides
• Excel file > 4,350 patents
• Overview of the most recent patents published in 2019 by MEMS players.
• Main patent applicants.
• Main MEMS technologies and devices analyzed:
– Inertial sensors (accelerometers, gyroscopes, IMUs)
– Microphones
– Microspeakers
– Ultrasonic sensors
– Gas sensors
– Pressure sensors
– Micromirrors
– MEMS Packaging
• IP dynamics and trends of the different MEMS devices.
• Comparison of recent IP and market activities.
• Noticeable 2019 patents from main players.
• Excel database containing all patents analyzed in the report, including technology and application segmentation.
Soldani_5G_Seminar_Italy15June2016_Final_Public v02Dr. David Soldani
1) The document discusses the development of 5G communications networks, including key capabilities that will be enhanced from 4G LTE networks and prospects for 5G.
2) 5G networks are expected to become the "nervous system" of the digital society and economy by 2020 through convergence of technologies like cloud computing, artificial intelligence, and high-speed connectivity.
3) International cooperation on 5G development is occurring through memorandums of understanding between groups in countries like China, Japan, Korea, the US, and through a multilateral MoU between these groups.
Achievements and future works of ITU-T Study Group 9 on Broadband Cable and TV
Presented at WTSA-16 by Mr Arthur Webster, Chairman of ITU-T Study Group 9
INTERPRETER – Local flexibility solutions leveraged by RD&I projects as syste...Leonardo ENERGY
Webinar recording at https://youtu.be/ueVkeVCbCCw
This presentation provides an introduction to flexibility solutions, focused on DSO and demand-side innovative service enabling solutions. This introduction will be followed by the presentation of ATTEST and INTERRFACE as examples of RD&I projects where these flexibility solutions are being developed at the European level.
The document describes the Light.Touch.Matters project, which will develop new smart materials that combine touch sensitivity and luminosity. Product designers and material researchers will collaborate to create thin, flexible materials based on piezoelectric plastics and OLEDs that can be integrated into products. The materials have potential applications in healthcare products to help users feel better and monitor their health. The project involves partners across Europe from design, materials science, and engineering backgrounds. It will use an iterative design-driven methodology to converge conceptual designs with feasible materials technologies.
The 5thGear programme aims to:
1) Maintain Finland's position as a leader in wireless communications research through ensuring participation in defining 5G standards and technologies.
2) Establish Finland as a leading location for 5G piloting and collaboration between companies, universities, and other organizations in the Finnish ecosystem.
3) Leverage 5G research results to enable innovations beyond telecommunications and create new business opportunities for Finnish companies.
The document discusses 5G visions and implementation, including stakeholders in 5G development like network operators and device makers. It outlines several potential 5G use cases like subscription video on demand. The timeline for 5G aims for global standards by late 2015-2016. 5G implementation may feature network slicing and new technologies like millimeter wave. Challenges include developing solutions for low latency, spectrum management, and device capabilities. Ultimately, 5G networks could enable new communication services and value from IoT data.
5G will connect billions of devices, things and people and bring an Ocean of new opportunities to cope with continuous traffic growth, low latency service expectations, energy efficiency, urban density and many other requirements demanding more and more innovation in the CMOS, MEMS and Protonics space but also many other areas.
DWS16 - Mobile networks forum - Frederic Pujol, IDATE DigiWorldIDATE DigiWorld
5G is expected to be commercially deployed starting in 2020, with some limited services possible in 2018. It will provide significantly higher data rates and lower latency compared to 4G. The first widespread 5G application may be fixed wireless access to homes and businesses. Key 5G technologies include network slicing, use of high-frequency millimeter wave spectrum, and support for critical low-latency services. Various industries like automotive, manufacturing, and energy are seen as promising verticals for 5G, but costs and specialized requirements may slow widespread adoption in some sectors. Harmonization of 5G standards and spectrum globally will be important to drive development and deployment.
Futurewei Technologies' Chief Scientist Richard Li discusses the evolution of internet technologies and the vision for 6G networks. 6G is not yet defined but several organizations are exploring its potential capabilities and use cases. 6G will rely on enabling technologies to support omniconvergence across heterogeneous networks, guarantee key performance indicators, and promote social sustainability. A new protocol called New IP is being developed to address these goals through features like flexible addressing, quality of service contracts, and semantic routing. New IP could help connect industrial automation networks and support emerging applications requiring high precision and low latency communications.
5G networks will provide vastly increased capabilities over 4G networks. 5G is expected to deliver peak data rates of up to 10 Gbps, end-to-end latencies of 1 ms or less, connectivity for at least 1 million devices per square kilometer, and network energy efficiency improvements of up to 90%. However, 5G networks are still in development and large-scale commercial deployments are not expected until around 2020. In the meantime, 4G networks are being enhanced through technologies like LTE-Advanced, VoLTE, and WiFi calling to help meet some 5G requirements and enable new applications and use cases.
Presentation from Networkshop46.
GÉANT, by Mian Usman, GÉANT.
Campus network refresh, by David Stockdale, Imperial College London.
Multicast QUIC for video content delivery, by Richard Bradbury, BBC Research & Development.
Presentations given at the
Workshop 6: European and Taiwanese Cooperation on 5G
Wednesday, 19 June 2019, at EUCNC 2019 in Valencia, Spain.
All presentations atre available.
The document summarizes discussions from a workshop on defining future 5G networks and opportunities for small and medium enterprises (SMEs). Presenters discussed potential 5G technologies like software-defined networking (SDN), network functions virtualization (NFV), and a proposed "Network Operating System". They also explored how SMEs could collaborate with researchers to develop new connected media applications and better utilize 5G networks. Key questions focused on how SMEs, users, and other stakeholders could work together to exploit 5G's potential and what components would need to be opened up, such as hardware and wireless spectrum access, to enable SME-driven 5G innovation.
5G Wireless Technology- An overview of the current TrendsEditor IJCATR
5G Wireless technology networks or 5th Generation wireless systems which is used for videos and audios
communication announcement the next major time period of mobile telecommunications Criterions time the current next
Generation mobile networks confederated .in this paper we are studying different Technologies in 5G The handover of 5G the
Models of 5G its architecture, its different components and METIS Task Force Networks. 2-Day video recording is available. Its
components access/backhaul integration, direct device-to-device communication, flexible duplex, flexible spectrum usage multiantenna
transmission, ultra-lean design, user/control separation architecture of 5G is highly advanced, its network elements and
various terminals are characteristically upgraded to afford a new situation. Likewise, service providers can implement the advance
technology to adopt the value-added services easily.
- The document discusses 5G and the 5G Test Network in Oulu, Finland, which provides an open test network for researching and developing 5G technologies.
- The network is operated by VTT and the University of Oulu using Nokia radio and core network products. It allows testing of state-of-the-art LTE and early 5G prototypes.
- Features like extremely fast speeds and low latency are discussed in the context of enabling applications like self-driving vehicles and remote assistance. The network is positioned to help realize an Internet of Things with wearables, sensors and connected machines.
New connectivity in 5G: Avoiding dead-ends in the road to mobile growthADVA
5G technology is maturing – and evolving. With more spectrum and attractive features, a wide range of new applications is emerging, creating an ecosystem for existing and new players. Those applications will materialize only if mobile innovation is backed up with an enhanced connectivity network supporting the 5G New Radio. In this presentation, Ulrich Kohn analyzed the impact of new mobile services on the capabilities and scalability requirements of mobile transport networks. He examined the roles of disaggregation and virtualization, and discussed the relevance of precise synchronization and best practices for its evolution.
5G: The Nervous System of the Digital Society, Digital Economy and Silver Eco...Dr. David Soldani
Interview to David Soldani, Nokia, by Roberta Chiti, Cor.Com, Italy on May 12, 2017
http://www.corrierecomunicazioni.it/digital/47243_soldani-nokia-5g-sistema-nervoso-della-societa-digitale.htm
A Review of Low Power Wide Area Technology in Licensed and Unlicensed Spectru...journalBEEI
There are many platforms in licensed and license free spectrum that support LPWA (low power wide area) technology in the current markets. However, lack of standardization of the different platforms can be a challenge for an interoperable IoT environment. Therefore understanding the features of each technology platform is essential to be able to differentiate how the technology can be matched to a specific IoT application profile. This paper provides an analysis of LPWA underlying technology in licensed and unlicensed spectrum by means of literature review and comparative assessment of Sigfox, LoRa, NB-IoT and LTE-M. We review their technical aspect and discussed the pros and cons in terms of their technical and other deployment features. General IoT application requirements is also presented and linked to the deployment factors to give an insight of how different applications profiles is associated to the right technology platform, thus provide a simple guideline on how to match a specific application profile with the best fit connectivity features.
Work is underway around the world to develop 5G mobile communications technologies that will succeed 4G networks. The University of Surrey is leading UK research efforts through its new 5G Innovation Centre, which is conducting trials of new air interface technologies using test beds covering outdoor and indoor environments. 5G is still undefined but is targeting speeds up to 10Gbps through technologies like beamforming, higher frequencies bands, and new multiple access schemes beyond OFDM. Many groups are conducting research to influence 5G standards, but the technology may not be commercially ready until 2020.
Euskaltel is a small telecom company based in northern Spain that has successfully competed against larger competitors like Vodafone, Orange, and Telefonica. It has a strong market presence in the Basque country, covering 95% of the population. The CEO attributes Euskaltel's success to its close relationships with customers, understanding their needs through local call centers. Euskaltel aims to deploy a 4G network across the Basque country this year with ZTE's help. Having prestigious local companies as early shareholders helped provide funding and credibility as Euskaltel established itself.
The document discusses 5G research cooperation in the Nordic and European landscape. It provides an overview of 5G as a research area, current EU 5G activities including the METIS and Horizon 2020 programs, and the VERDIKT funding program. The document also discusses the potential for Nordic countries and researchers to play a role in 5G research, given Nordic strengths such as demanding customers, a history as mobile pioneers, and challenges around economy of scale and distance from main Europe.
The document provides an overview of 4G technologies including WiMAX and LTE. It introduces Leonhard Korowajczuk who has over 40 years of experience in telecommunications and discusses CelPlan's expertise in wireless network design. The document outlines CelPlan's training courses on WiMAX, LTE, and wireless network design and discusses key aspects of deploying 4G networks, WiMAX, LTE, and their evolution over various standards releases.
Similar to ICT Proposers' Day 2019 Side Event, Visit 2 (20)
This document summarizes a study on Finnish consumers' understanding and views of dietary fibre. It includes:
1) Focus group discussions found some knowledge of fibre sources but also misconceptions. Fibre was mainly associated with preventing constipation with little knowledge of other health benefits.
2) An online survey assessed fibre knowledge, beliefs about high-fibre foods, and intentions to consume them. It identified segments ranging from "Fibre enthusiasts" to "Uninterested".
3) While sources of fibre were reasonably understood, actual intake is lower than recommendations. The study suggests increasing intake through new high-fibre innovations and making fibre more interesting without negative impressions.
EU:n muoviroskan vähentämistä ja kiertotalouden edistämistä koskevat tavoitteet edellyttävät muutoksia ruokapakkaamisessa. Nämä tavoitteet tuovat suomalaisille ruuan tuotannon, vähittäiskaupan ja pakkausteollisuuden toimijoille sekä uusia vaatimuksia että kasvumahdollisuuksia. Esittelemme sekä poliittisen että yrityksien päätöksenteon tueksi kuusi kestävän ruokapakkaamisen kriteeriä sekä niiden väliset jännitteet. Lisäksi suosittelemme päätöksentekijöille toimenpiteitä kestävää ruokapakkaamista edistävän innovaatioyhteistyön tehostamiseksi.
VTT made flatbreads from African gluten-free crops and applied different bioprocessing and thermo-mechanical treatments. These treatments were shown modify both flavour and texture properties of the flatbreads.
VTT's Eeva Rantala presented the results of four nudge experiments that demonstrated how the so-called nudge approach can support healthier food choices in various eating contexts.
VTT's Eeva Rantala presented the results of a national project that examined the current status of the food environment of Finnish children and adolescents and provided policy recommendations for developing a food environment supportive of wellbeing and health
NIZO Plant Protein Functionality Conference on October 21-22 gathered around 450 attendees to discuss the recent findings and innovations on plant proteins. Research team leader Emilia Nordlund gave a keynote presentation on bioprocessing technologies to improve the plant protein functionality.
AOCS Plant Protein Science and Technology Forum ((https://plantprotein.aocs.org/) organized a series of virtual events during October 2020 to provide solution insight for the global protein challenge. Research Professor Nesli Sözer’s keynote presentation “Oats as an Alternative Protein Source” was part of the Plant Protein Science and Technology Forum's first session, "Processing and Utilization Technologies." The presentation's learning objectives were: opportunities and challenges of using oats as a protein source; fractionation and further modification technologies to improve oat protein functionality and oat protein-based meat and dairy alternative food examples.
NIZO Plant Protein Functionality Conference on October 21-22 gathered around 450 attendees to discuss the recent findings and innovations on plant proteins. Research scientist Pia Silventoinen introduced the possibility to use dry fractionation technology to produce high value hybrid ingredients from cereal side streams.
HTM Solutions enables improving well-being, safety, and security of people with a scalable Human Thermal Model (HTM) software technology – whenever thermal satisfaction is an issue.
Koko ruokaketjun toimintaympäristö on parhaillaan teknologisessa murroksessa, mikä avaa myös uusia ansaintamahdollisuuksia. Maitotiloilla digitalisaatio näkyy jo nyt erilaisina tuotantoa mittaavina sensoreina ja antureina, jotka tarjoavat ajantasaista ja tärkeää tietoa. Toisaalta vielä on paljon myös käyttämättömiä mahdollisuuksia. / Kirjoittaja: Mikko Utriainen/ VTT
SmartHealth Ecosystem Event 12.6.2019, Ville Salaspuro presentation on Data driven solutions in the point of care - how to improve cost-effectiveness and integration of care
SmartHealth Ecosystem Event 12.6.2019, Tatu Laurila presentation on How to make best out of Finnish health data for future global innovation and precision medicine?
SmartHealth Ecosystem Event 12.6.2019, Matti Ristimäki presentation on Healthcare bigdata - accelerating algorithm development for personalized medicine
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
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.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Building RAG with self-deployed Milvus vector database and Snowpark Container...Zilliz
This talk will give hands-on advice on building RAG applications with an open-source Milvus database deployed as a docker container. We will also introduce the integration of Milvus with Snowpark Container Services.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Generative AI Deep Dive: Advancing from Proof of Concept to Production
ICT Proposers' Day 2019 Side Event, Visit 2
1. Welcome to visit 2:
5G test networks, data,
cybersecurity and new space
Jyrki Huusko
Research Team Leader
VTT
20/09/2019 VTT – beyond the obvious
#ICTpropday #VTTbeyondtheobvious
2. 20/09/2019 VTT – beyond the obvious
Agenda
15.00 Welcome, introduction to visit 2 and Finland-wide
5G Test Network
Jyrki Huusko, VTT
Aalto University’s 5G Test Network
Jose Costa-Requena, Aalto University
New space opportunities from 5G integration to
earth observation
Tauno Vähä-Heikkilä, VTT
CSC capacity services for researchers
Ville Savolainen, CSC It Center for Science Ltd
Demonstrations: Connectivity & data driven
solutions for 5G verticals
17.00 End of the visit 2
3. VTT’s status
as performer
of R&D work
BASIC
RESEARCH
Universities
APPLIED
RESEARCH
VTT
DEVELOPMENT
Industry
20/09/2019 VTT – beyond the obvious 3
4. Owned by
Ministry of
Economic
Affairs and
Employment
VTT – beyond the obvious
Established in
1942
268M€
Net turnover and
other operating
income (VTT
Group 2018)
2,049
Total of personnel
(VTT Group
31.12.2018)
44%
From the net
turnover abroad
(VTT Group
2018)
31%
Doctorates and
Licentiates
(VTT Group
2018)
VTT is one of the leading research, development and
innovation organisations in Europe. We help our customers
and society to grow and renew through applied research. The
business sector and the entire society get the best benefit
from VTT when we solve challenges that require world-class
know-how together and translate them into business
opportunities.
Our vision
A brighter future is created through science-based
innovations.
Our mission
Customers and society grow and renew through
applied research.
Strategy
Impact through scientific and technological excellence.
20/09/2019 VTT – beyond the obvious 4
5. 20/09/2019 VTT – beyond the obvious 5
VTT is a key actor in the Finnish innovation
ecosystem
• Innovation partner to companies
• Finland’s biggest single actor in EU’s framework
programmes
• Participates in ca. 30 national technology
programmes (Business Finland, Academy of Finland)
• Strategic partnerships with main universities
• Participates in two Academy of Finland Centers of
Excellence and in four Flagship Programme
6. 20/09/2019 VTT – beyond the obvious 6
European research ranking:
VTT ranked 4th in Horizon 2020
VTT’s key European
research alliances
VTT in PPP initiatives
(H2020 programme)
• EARTO – an umbrella organisation that
promotes and defends the interests of
European research and technology
organisations
• EERA – European Energy Research
Alliance
• EIT Digital – European Institute of
Innovation & Technology
• EIT Raw Materials – European Institute of
Innovation & Technology
• EIT4Food – European Institute of
Innovation & Technology
• NUGENIA – Research cooperation
between the European nuclear industry
and research institutes
Contractual PPPs
• Photonics
• 5G
• Big Data
• Cyber Security
• Robotics
• FoF (Factory of the Future)
• SPIRE (Sustainable Process Industry
and Resource Efficiency)
• EeB (Energy Efficient Building)
Joint Technology Initiatives / Joint
Undertakings
• Electronic Components and Systems
ECSEL
• Biobased Industries BBI
• Fuel Cells and Hydrogen FCH
VTT is one of the
most appreciated
and active Horizon
2020 programme
and research
alliance participants
7. Growth with
sustainable
innovations
Good life
Improved quality
of life and work
Industrial renewal
Innovations
empowering
industry
Resource
sufficiency
Prosperity from
resource
wisdom
Climate action
Clean energy
for the future
Opportunities
in the world
of huge
challenges
Safety and
security
Resiliency in
turbulent world
20/09/2019 VTT – beyond the obvious 7
8. 20/09/2019 VTT – beyond the obvious
8
• Finland-wide
5G test network
• Ecosystem for 5G
and beyond testing
and innovations
820/09/2019 VTT – beyond the obvious
9. 20/09/2019 VTT – beyond the obvious 9
5G Test Network Finland
Open innovation ecosystem for 5G technology and service
development coordinated by VTT
For 5G large scale trials and pre-commercial deployments
To test 5G and beyond solutions enabling new products and services
State-of-the-art technologies from leading vendors
Flexible service configurations using standardized and open
interfaces
10. 20/09/2019 VTT – beyond the obvious 10
5G Test Network Finland
Project portfolio (running national and EU projects)
Total volume: >80M€
Platform projects:
• 5GFORCE (national), SAT5G (EU), EuWireless (EU)
Vertical projects:
• National: 5GVIIMA, Smart Otaniemi, DECENT,
LuxTurrim5G+, PRIORITY, FUSE (FIN-GER), neutral host,
MegaSense
• EU: 5G-DRIVE (EU-China), 5G-ENHANCE (EU-Japan),
5G-HEART, 5G!DRONES, PRIMO, 5G-MOBIX, 5G-Xcast
Sodankylä
Oulu
Ylivieska
Tampere
Helsinki/Espoo
Turku
11. 20/09/2019 VTT – beyond the obvious 11
5G Test Network Finland
5G core technology development
Platform and network functionality development for vertical use
cases
• Virtualization and slicing capabilities, radio technology
development, time sensitive networking, machine learning,
security enablers, content distribution
5G core technology and service testing and education
Testing services in laboratory and real operational environment
for 5G and beyond core technologies
• Platforms for education and R&D, Urban and rural
environment, arctic conditions for cars, drones etc.
12. 20/09/2019 VTT – beyond the obvious 12
5G Test Network Finland
Vertical use cases
Smart mobility
• Self-driving and automated vehicles, assisted driving, cross-border
mobility, connectivity in arctic and rural environments
Smart industry
• Remote monitoring, managing energy and smart grids, predictive
maintenance, harbor and terminals
Smart cities and living
• Smart buildings, environmental monitoring, air pollution sensing, public
safety, drones for authority services, UAV traffic management
Smart health and wellbeing
• Remote surgery, emergency response, AR/VR and media communication
for patient treatment and education
13. 20/09/2019 VTT – beyond the obvious
Permissions for 5G and 4G frequency use
• National regulator has granded the use of 5G NR and several 4G LTE frequencies
for research, development and education in main test sites
• LTE/CIoT: 700MHz (BW:10Mhz), 2100MHz (BW:10MHz),
2600MHz (BW:10MHz),
• 5GNR: 3500MHz (BW:60MHz)
Carrier-grade 3GPP radio access network and packet core
components
• 5GNR and 4G LTE RAN
• Nokia Cloud Packet Core
• variety of data plane SAE GW and Control Plane distribution models in use
Simulation and emulation platforms for research and development
• Variety of radio channel and packet core simulators and emulators for laboratory use
1Gb/10Gb optical backbone network between main test network sites
• Software defined networking support for vertical use cases
Enablers for the Test Network
13
15. Secure SDN Slicing
Edge Intelligence for Mobile Service Robotics
mmWave Radar
Decision Support System for Early and Accurate
Dementia Diagnostics
Augmented Reality PIN
Smart Contract Ticketing
Industrial Data Spaces for The Data Economy
Virtuose: Fast and Easy Video Service Setup
5G-SAFE: Road Safety Enhancements enabled
by 5G
5G-DRIVE: Research and Trials for Service
Evolution Between EU and China
EuWireless: European Mobile Network Operator
for Research
Demonstrations
Demonstrations and poster presentations are located in our ”Demo pit” at Floor 1
5G-HEART: Health, Aquaculture and Transport
validation Trials
5G-ENHANCE – 5G Trials Between EU and
Japan
360 Degree VR Streaming and Mobile Service
Robotics
H2020 HELIOS –project
Enabling Transition Towards Distributed
Prosumers-driven smart energy system
Power Generation Capasity Forecasting for
Transmission System Operation
DataBio
Forestry TEP –Digital Platform for Forestry
Planning
Asset Tracking With Smart Contracts
Hybrid positioning system for location based
services in 5G
20/09/2019 VTT – beyond the obvious 15
18. EXPERTISE AND INNOVATION
18
MORE
THAN 15COOPERATION WITH INDUSTRY
PARTNERS INCLUDING OWN PATENT
YEARS
OF
MEVICO.org
SIGMONA.org
SSICLOPS.eu
METRICS-itn.eu
TAKE-5G.org
SDN backhaul for mobility
management
(WO 2015150638 A1)
19. EU Innovation award
19
SDN Mobile Backhaul part of MEC and network slicing
• 5G compliant slice management (NRF, NSSF)
• SDN backhaul: European Innovation Award
20. Aalto 5G research infrastructure
20
NB-IOT eNB
eMBMS
5G research infrastructure refers to the technical platform built incrementally throughout
several research projects with academic and industry partners
21. 5G infrastructure
21
• Aalto 5G infrastructure fills the gap between
laboratory-based 5G testing environments
and commercial network deployments in real
deployment across the campus.
• 5G platform built together with industry vendors offer
trials tailored infrastructure configurations for
telecom and vertical industries and scientific
community
• Facilitate the deployment of new use cases for
verticals to support industry players to monetize
investment in 5G mobile networks
• Engage SME, start-ups and industry players to test
the benefits of 5G features with open platform for
experimentation (e.g. hackathons)
22. Planned National Research infrastructure
22
ODC/Oulu
Disributed 5GTN
EPC components
VTT
Oulu/5GTN+
Disributed 5GTN
EPC components
Universi
ty
Oulu/5
GTN+
Helsinki University
Kumpula TAKE5
CSC/ESpoo
Nokia EPC
Oulu/Rusko
CORNET
Centria UAS/Ylivieska
Trial network
Tampere
TUAS/Turku
CORNET
AALTO Espoo/
TAKE-5
VTT
Espoo/TAKE-5
Nokia Karaportti/
TAKE-5
CWDM
Mux
CWDM
Mux
FUNET
DWDM
FUNET
DWDM
NetAct/
iOMS
Nokia SNR
Distributed 5GTN
EPC Components
OpenEPC
EPC simulator
Willab
1Gb
1Gb
1Gb
FUNET
IP router
FUNET
IP router
Nokia /TRe
FUNET
IP router
1Gb
1Gb(10Gb)
10Gb
Router at
Aalto/
Nokia
Managed
&Owned
IP router (L3)
VPN
TBD
Dedicated lightpath/VLAN (L2)
23. 20/09/2019 23
• Frequency permissions (in co-operation with VTT -
yliopisto):
o 700MHz (B28) BW=10MHz, Loan from Elisa
o 2100MHz (B1) BW=10MHz, TTO-license
o 2600MHz (B7) BW=10MHz, TTO-license
o 2600MHz (B7) BW=5MHz, Loan from Elisa
o 3.5GHz (B43) BW 60MHz, TTO-license (will
change to B42 at some point..)
• 2 Macros (B28) with NB-IoT and Cat-M
• 1 Macro (B7)
• 1 Macro (B42), LTE-TDD
• 20 Picos (B1+B7) on air (10+ picos available/in use
for different tests)
• Hundreds of Sim-cards available
• 1 EPC (CMM17), 1 OpenEPC, 1 Cumucore EPC
• 1 Bluetooth –based positioning system, (200 nodes)
• 1 LoRa network
• 1 MEC eli edge computing server
5GTN in numbers
• Appr. 400 sensors installed
around Univ campus,
connected mainly through
LoRa but also through NB-
IoT
24. AALTO 5G research platform
• Massive Distributed Multiantenna System (M-MIMO)
• Currently 4 macro base stations and 10 indoors pico base stations (2.6GHz)
• 700 MHz for NB-IOT (Ericsson Donation under installation in the Campus)
• Cloud servers (2-3 Dell PowerEdge 715):
• Multi-Access Edge Computing-MEC (Nokia donation)
• Several LTE Mobile Cores (Nokia EPC, Aalto own SW, Cumucore , OAI)
The platform serves research in the areas of
• Communications engineering
• Networking technology
• Mobile and edge computing
• VR/AR
• Gaming
• IOT hackathon
• Industrial Internet i.e. URLLC and IoT (AALTO Industrial Internet Campus)
24
27. Aalto-VTT 5G verticals: URLLC, mMTC
Ultra Reliable Low Latency (URLLC)
Pilot Goal “to study possibilities to use 5G
communication link as a replacement for a
optical communication link to achieve cost
savings and improved mobility”
27
Massive Machine Type Communications and
NB-IoT
Pilot Goal “Discover the bottlenecks on the radio
access, mobile backhaul and core network
managing large amount of devices. Examine
connectivity and scalability constrains.”
28. NB-IOT infrastructure
28
• 700MHz NB-IOT eNB installed in Dipoli roof
and operational (donated Ericsson)
• NB-IOT infra used for IOTHON
29. 5G infrastructure
29
• 2x NR Radio heads to cover main road in the campus for several research projects
(e.g. PriMO-5G: Drones, 5G-MOBIX: autonomous cars)
• Own license 3.5GHz (3640-3700 MHz with 60Mhz bandwidth
• Several 5Gs core both NSA and SA, own SIM with PLMN 50-59 2 x 5G RRH
5G 3.5GHz
FPRB = Power for 4G
and 5G RRH
NSA anchor LTE 4G RRH
LTE 2600
Antenna
Väre roof RKK2419 1:2 OIH-talo 13:14
Väre roof RKK2419 3:4 OIH-talo 17:18
30. eMBMS
30
4G/5G Mobile Network
MME/AMF HSS
EPC
BTS
MBMS-GW
BM-SC
Media
Signalling
PGW/UPF
Media Server
eMBMS
eMBMS: Media broadcast over mobile network to
effectively deliver media to large audience and selected
areas. Cumucore provides end to end system including
mobile packet core, media ingestion delivered to LTE eNB
and UE with eMBMS middleware.
1) public announcements or warnings
2) e-learning material or interactive video teaching
3) Health information
Step1: Open Dashboard
Step2: Select area for the broadcast session
Step3: Start session, select media source, start/stop
31. Enablers that made 5G research infrastructure happen
• Government support (Trafficom): Granted Aalto University license
to operate 3.5GHz test network independently
• Funding agencies (Business Finland): Financial support facilitating
private sector-academia and government organizations working
together.
• Industry contribution to build the 5G research infrastructure for co-
creation and innovation.
• Commitment from academic partners i.e. Aalto, VTT, UH,TUT,
UOULU to focus research on this area and provide additional
investment.
31
32. Outcome
• 5G infrastructure to bring together multi-disciplinary research.
• Facilitate the deployment of new use cases for verticals to support
industry players to monetize investment in 5G mobile networks
• Engage additional SME, startups and industry players to test the benefits
of 5G features.
• Attract external investments to experiment with local companies using the
5G infrastructure.
32
34. New Space
– Opportunities from
5G satellite-terrestrial
integration to Earth
observation
Tauno Vähä-Heikkilä
Vice President, Microelectronics
20/09/2019 VTT – beyond the obvious
#ICTpropday #VTTbeyondtheobvious
35. 20/09/2019 VTT – beyond the obvious
Provides connectivity and
situational awareness
Global solution combining
seamlessly non-terrestrial and
terrestrial technologies
5G and beyond connectivity vision
combined to Earth observation
35
36. 20/09/2019 VTT – beyond the obvious 36
VTT’s space mission references
Earth observation
MetOp-SG next generation
meteorological satellites
ALTIUS to monitor distribution
and evolution of stratospheric
ozone
ESA Sentinel mission data
analysis
Deep space
NASA/ESA Cassini scientific
mission to Saturn
ESA Planck mission
observing cosmic microwave
background radiation
Euclid measuring
acceleration of the universe
NewSpace
Aalto-1 hyperspectral imager for nanosatellites
(CubeSat)
Picasso VISION hyperspectral imager in
CubeSat to retrieve vertical profiles of ozone
and temperature via Sun occultation
AIDA/HERA asteroid impact mission including
CubeSat with hyperspectral imager
Reaktor Hello World CubeSat platform for future
Earth orbit and deep-space missions with
infrared hyperspectral imager on-board
W-Cube propagation characteristics of radio
channel at W-band
37. VTT – beyond the obvious 37
New spectral sensing applications
for growing SmallSat market
VTT’s hyperspectral camera launched to
space in Aalto-1 nanosatellite in June 2017.
Several other missions after that.
It enables SmallSats to measure spectral
data such as water quality, pollution or
vegetation health
The spectral imager can be customized
for various wavelength ranges and specific
needs and can be scaled to different
applications, also after the launch
20/09/2019
38. 20/09/2019 VTT – beyond the obvious
ESAARTES Advanced Technology
programme project (2018 - 2021)
LEO CubeSat with W-band beacon
(70/80 GHz) for channel propagation
measurements
• Tailored CubeSat platform
• Design and development of W-band beacon
payload
• Ground station with receiver terminal
• Measurement campaign of at least two years
CubeSat-based W-band channel
measurements (W-CUBE)
38
artes.esa.int/projects/w-cube
39. VTT – beyond the obvious 39
MilliLab specifically aims to support European industry to
meet the demands of future ESA missions. Joint
laboratory between VTT and AALTO
Most of measurement capabilities span from 30 GHz to
300 GHz, in addition to specialized measurement
capabilities up to 2 THz
Supplies services at millimetre wave and THz frequencies
for industry and academia
Services are offered in the fields of device modelling,
characterization, measurements and testing as well as in
research and development
MilliLab - ESA external laboratory on
millimeter wave technology
20/09/2019
40. 20/09/2019 VTT – beyond the obvious 40
VTT in New Space – From R&D to satellite
payloads and constellations
NEW SPACE VISION: VTT VIEW
In alignment with Business Finland New Space, Finland 2025 and ESA Space 4.0 strategy
Manufacturing and
maintenance of
satellites and
components
Satellite and
Ground segment
communications
hardware
Integrated satellite-
terrestrial
communications
networks
Sensors & data
analytics
Testing
environments
3D printing, quality
management,
standard delivery
chain, development
for embedded
intelligence,
augmented reality
Ground terminals,
multi-purpose
satellite transceivers,
antennas, LEO
satellites, up to 100
GHz frequencies
Satellite-terrestrial
network
management,
positioning, end-to-
end cybersecurity,
optical datalinks
Hyperspectral
cameras and
radiometers, incl.
deployment, sensor
fusion and data
processing.
MilliLab, WarRoom,
Testing satellite
components,
hardening satellites,
cyber security
Key Verticals: Maritime and Arctic (autonomous ships), Automotive and self-driving cars, Public safety
International collaboration: e.g. ESA-VTT strategic partnership on 5G satellite-terrestrial integration
42. CSC Services for Research
Digital Excellence Forum
18.9.2019, Espoo, Finland
Ville Savolainen, Customer Solution Manager, CSC
43. Non-profit state
organization with
special tasks
Headquarters in
Espoo,
datacenter in
Kajaani
Owned by state (70%)
and all Finnish higher education
institutions (30%)
Turnover
in 2018
44,9M€
Circa
employees
in 2019
400
45. CSC supports in all phases of research process
201645
Plan
Customer
Portal
Experts
Guides
Websites
Training
Service Desk
Produce &
Collect
Data management
International
resources
Modelling
Software
Supercomputers
Analyse
Cloud Services
Training
Data science
Computing
Software
Specialist
support
Notebooks
Store
B2SAFE
B2SHARE
IDA
Databases
Digital
preservation
Allas
Share &
Publish
AVAA
B2DROP
B2SHARE
LanguageBank
Etsin
Funet FileSender
46. CSC’s solutions
20.9.201946
ICT platforms, Funet network and datacenter
functions are the base for our solutions
Computing and software
Data management and analytics for
research
Support and training for research
Research administration
Solutions for managing and
organizing education
Solutions for learners and teachers
Solutions for educational and
teaching cooperation
Hosting services tailored to
customers’ needs
Identity and authorisation
Management and use of data
47. The new Finnish research infrastructure for data management and
computing
Balanced HPC ecosystem for supporting the six drivers
Heterogeneous, workload-optimized node architecture, support for complex
workflows, datasets-as-a-service and containerization
47
Allas
common object storage area
Mahti
Fast parallel
storage
Fast parallel storage
ePouta
(private cloud)
cPouta
(cloud)
Rahti
(container
cloud)
Puhti Puhti-AI
(GPUs)
Internet
(own workstation,
laptop, …)
48. Scientific drivers for new infrastructure
48
Large scale simulations
• For example climate change, space weather, fusion reactors,
astronomical phenomena, particle physics
Mid-scale simulations
• For example materials science, energy technology, GIS
Data-intensive computing
• For example computational econometrics, bioinformatics,
language research
Data-intensive computing for sensitive data
• For example medical research, register research
Artificial Intelligence
• For example natural language research, business applications,
computer vision
Internet ofThings (IoT) and data streams
• For example satellites, weather stations, sensor networks
Newchallenges
49. Fairdata.fi
• Integrated services for storing, describing and sharing and preserving
research data
• Provided by MinEdu
• Produced by CSC and National Library of Finland
• Make your data safe , documented and citable
o IDA – Research data storage service
o Etsin – Research data finder
o Qvain – Research dataset metadata tool
o Digital Preservation Service for
Research Data (Fairdata PAS)
50. CSCTraining
Training activities are intended to familiarize customers
with the infrastructure offered by CSC, and its effective
use.
• Making customers aware of the news, trends and future scenarios
within IT technology for science
• Promotinghorizontal networkingbetween customers
• Providingan important customer interface
• CSC hosts one of the PRACETrainingCenters
(Partnership forAdvancedComputing in Europe)
Supporting the
competitiveness of
Finnish science,
research, and product
development
csc.fi/training
51. Funet – National and International
Networks and Services
Services included in Funet membership
• Funet Network Connections
• Funet CERT Information Security Services
• Vulnerability Scanner
• Certificate Service
• eduroam Roaming Access Service
• Funet FileSender File Sharing Service
Services with additional costs
• Funet EtuubiVideo Management System
• Funet SiltaVideo Conferencing MCU Service
• Funet TiimiWeb Conferencing System
• Funet light Paths
• Router Service
• Streaming Service
Approx.
80
Funet members
370 000
end users
52. CSC datacenter in Kajaani –
One of the world’s most eco-efficient datacenters!
State-of-the-art datacenter technology
enables world-class eco-efficiency and
negative carbon footprint.
• Modularity, easy expansion
• Free air cooling all year round
• Fast and reliable Funet network
• Home for Finnish research
infrastructure for data management
and computing, and forthcoming
EuroHPC pre-exascale supercomputer
Space:
2200 m2
(option to 4 600 m2)
Negative C02
footprint:
-13500T
C02eq/year
100%
hydroelectric
energy up to
200MW
53. EuroHPC & LUMI – leading the way in the European
supercomputing
53
• The EU and national governments are jointly investing in high performance computing (HPC) to
help advancing research, innovation and industrial growth and keeping Europe globally competitive
• EuroHPC Joint Undertaking has 29 European member countries. Budget includes public
investments from the EU and participating states as well as investments from private sector.
Application process resulted in a decision to place three exascale precursor supercomputers in
Finland, Italy and Spain
• LUMI, first co-investment ever of this scale in scientific computing. Operations to start in Q1/2021.
• LUMI provides a high-quality, cost-efficient and environmentally sustainable HPC ecosystem
based on true European collaboration. Consortium members are Finland, Belgium, Czech Republic,
Denmark, Estonia, Norway, Poland, Sweden and Switzerland
• Consortium continues a solid tradition of collaboration in HPC training and education, user support
and data management services.
54. CSC’s EU projects
Project Duration Funding CSC role
Arrowhead Tools Arrowhead Tools for Engineering of Digitalisation Solutions 2019-2022 H2020
BlueCloud Piloting innovative services for Marine Research & the Blue Economy 2019-2022 H2020
CINECA Common Infrastructure for National Cohorts in Europe, Canada and Africa 2019-2022 H2020 WP lead
CompLeap A learner centered digital ecosystem of competence development 2017-2019 H2020 Coordinator, WP lead
DAKI Data analytics accelerator – speed-up the up-take of data analytics methods 2018-2020 CEF
E-CAM European HPC Centre of Excellence 2015-2020 H2020
EJP-RD European Joint Programming on Rare Diseases 2019-2023 H2020
EOSC-hub The European Open Science Cloud 2018-2020 H2020 WP lead
EOSC-Life European Open Science Cloud for the life sciences 2019-2022 H2020
EOSC-Nordic European Open Science Cloud Nordic 2019-2022 H2020 WP lead
EOSCsecretariat.eu 2019-2021 H2020 WP lead
EU-OPENSCREEN-DRIVE The European Infrastructure of Open Screening Platforms for Chemical Biology 2019-2023 H2020
FAIRsFAIR Fostering Fair Data Practices in Europe 2019-2022 H2020 WP lead
GEANT GN4 Research and Education Networking 2015-2021 H2020
High-Performance Digitisation 2018-2020 ERDF Coordinator, WP lead
HPC-Europa3 Pan-European Research Infrastructure on High Performance Computing 2017-2021 H2020 WP lead
HPC-GIG HPC Governance Intelligence Gathering 2018-2020 H2020
HYTELI Wellbeing, health care and sports innovation platforms 2019-2022 ERDF
MaRINET2 Marine Renewable Infrastructure Network for Enhancing Technologies 2 2017-2020 H2020
Phidias Prototype of HPC/Data Infrastructure for On-demand Services 2019-2022 CEF
PRACE-6IP The Partnership for Advanced Computing in Europe 2019-2021 H2020 WP lead
RDA Europe 4 Research Data Alliance 2018-2020 H2020
SeaDataCloud Further developing the pan-European infrastructure for marine and ocean 2016-2020 H2020
TÄRY Collaboration for smart industrial solutions 2019-2020 ERDF
Source: CSC External Projects Database, Sep 2019