- Science gateways are online portals that provide access to advanced computing resources, data, software and tools to support research and education. They have become increasingly important due to the growing complexity of research problems, hardware/software and required skills.
- A 2014 survey found that scientists commonly use gateways to access data, analysis tools, computational tools and more. Gateways are also used to foster collaboration and simplify access without coding.
- The proposed Science Gateways Community Institute would provide long-term support for gateway development and foster international collaboration and information sharing in the gateway community.
Australia's Environmental Predictive CapabilityTERN Australia
Federating world-leading research, data and technical capabilities to create Australia’s National Environmental Prediction System (NEPS).
Community consultation presentation.
3-12 February 2020
Dr Michelle Barker (Facilitator)
(Presentation v5)
SGCI Science Gateways: Harnessing Big Data and Open Data 03-19-2017Sandra Gesing
The importance of Big Data and Open Data to achieve scientific advancements in precision medicine is beyond doubt and evident in many different projects and initiatives such as the Precision Medicine Initiative (All of Us), ICTBioMed, NCIP Hub, 100K Genomics England Project, NIH Cancer Moonshot, and the Million Veterans Program. In April 2013, McKinsey & Company proclaimed that Big Data has the ability to revolutionize pharmaceutical research and development within clinical environments, by using data for better informed decision making and targeting the diverse user roles including physicians, consumers, insurers, and regulators. Companies from a wide spectrum such as Oracle Health Sciences, Google, and Data4Cure build solutions that help address efficient and secure data sharing with the patient or clinician in mind. Open data can be maintained and shared by patient communities such as PatientsLikeMe.com and build an invaluable resource for further data mining.
Even with all these advances there are still challenges to address including a recent Precision Medicine World Conference announcement in November 2016: “We are missing easy-to-use solutions to share patient data.” Science gateways are a solution to fill the gap and help form by definition end-to-end solutions – web-based, mobile or desktop applications - that provide intuitive access to advanced resources and allow researchers to focus on tackling today’s challenging science questions. Science Gateways abstract the complex underlying computing and data infrastructure as far as feasible and desired by the stakeholder and can be tailored to different target groups with diverse backgrounds, demands, and technical knowledge.
Science Gateways have existed for over a decade and a wide variety of frameworks and APIs have been developed to support the efficient creation of science gateways and ease the implementation of connections to Cloud infrastructures and distributed data on a large scale. The importance of science gateways has been recognized by NSF by funding the creation of a Science Gateways Community Institute (SGCI) to serve the community with free resources, services, experts, and ideas for creating and sustaining science gateways. To achieve this goal, the SGCI serves the community with five areas that have diverse foci and which also closely interact: Incubator, Extended Developer Support, Scientific Software Collaborative, Community Engagement and Exchange and Workforce Development.
The Institute is technology-agnostic and serves the community by offering a wide variety of services and using technologies that are the best fitting solution for the use case. Gateways allow for precision medicine to be more efficiently developed or adapted by lowering the barriers to data sharing and Big Data analysis.
SEAD: Sustainable Environment-Actionable Data - Robert McDonald - RDAP12 ASIS&T
SEAD: Sustainable Environment-Actionable Data
Leveraging Existing Cyberinfrastructure for Long-Term Sustainability
Margaret Hedstrom-University of Michigan
James Myers-Rensselaer Polytechnic Institute
Robert H. McDonald-Indiana University
Presentation at Research Data Access & Preservation Summit
22 March 2012
Student Achievement Review (initially presented during Inauguration Function of the Ohio Center of Excellence in Knowledge-Enabled Computing at Wright State (Kno.e.sis)) - updated since
Center overview: http://bit.ly/coe-k
Invitation: http://bit.ly/COE-invite
Australia's Environmental Predictive CapabilityTERN Australia
Federating world-leading research, data and technical capabilities to create Australia’s National Environmental Prediction System (NEPS).
Community consultation presentation.
3-12 February 2020
Dr Michelle Barker (Facilitator)
(Presentation v5)
SGCI Science Gateways: Harnessing Big Data and Open Data 03-19-2017Sandra Gesing
The importance of Big Data and Open Data to achieve scientific advancements in precision medicine is beyond doubt and evident in many different projects and initiatives such as the Precision Medicine Initiative (All of Us), ICTBioMed, NCIP Hub, 100K Genomics England Project, NIH Cancer Moonshot, and the Million Veterans Program. In April 2013, McKinsey & Company proclaimed that Big Data has the ability to revolutionize pharmaceutical research and development within clinical environments, by using data for better informed decision making and targeting the diverse user roles including physicians, consumers, insurers, and regulators. Companies from a wide spectrum such as Oracle Health Sciences, Google, and Data4Cure build solutions that help address efficient and secure data sharing with the patient or clinician in mind. Open data can be maintained and shared by patient communities such as PatientsLikeMe.com and build an invaluable resource for further data mining.
Even with all these advances there are still challenges to address including a recent Precision Medicine World Conference announcement in November 2016: “We are missing easy-to-use solutions to share patient data.” Science gateways are a solution to fill the gap and help form by definition end-to-end solutions – web-based, mobile or desktop applications - that provide intuitive access to advanced resources and allow researchers to focus on tackling today’s challenging science questions. Science Gateways abstract the complex underlying computing and data infrastructure as far as feasible and desired by the stakeholder and can be tailored to different target groups with diverse backgrounds, demands, and technical knowledge.
Science Gateways have existed for over a decade and a wide variety of frameworks and APIs have been developed to support the efficient creation of science gateways and ease the implementation of connections to Cloud infrastructures and distributed data on a large scale. The importance of science gateways has been recognized by NSF by funding the creation of a Science Gateways Community Institute (SGCI) to serve the community with free resources, services, experts, and ideas for creating and sustaining science gateways. To achieve this goal, the SGCI serves the community with five areas that have diverse foci and which also closely interact: Incubator, Extended Developer Support, Scientific Software Collaborative, Community Engagement and Exchange and Workforce Development.
The Institute is technology-agnostic and serves the community by offering a wide variety of services and using technologies that are the best fitting solution for the use case. Gateways allow for precision medicine to be more efficiently developed or adapted by lowering the barriers to data sharing and Big Data analysis.
SEAD: Sustainable Environment-Actionable Data - Robert McDonald - RDAP12 ASIS&T
SEAD: Sustainable Environment-Actionable Data
Leveraging Existing Cyberinfrastructure for Long-Term Sustainability
Margaret Hedstrom-University of Michigan
James Myers-Rensselaer Polytechnic Institute
Robert H. McDonald-Indiana University
Presentation at Research Data Access & Preservation Summit
22 March 2012
Student Achievement Review (initially presented during Inauguration Function of the Ohio Center of Excellence in Knowledge-Enabled Computing at Wright State (Kno.e.sis)) - updated since
Center overview: http://bit.ly/coe-k
Invitation: http://bit.ly/COE-invite
Massive-Scale Analytics Applied to Real-World Problemsinside-BigData.com
In this deck from PASC18, David Bader from Georgia Tech presents: Massive-Scale Analytics Applied to Real-World Problems.
"Emerging real-world graph problems include: detecting and preventing disease in human populations; revealing community structure in large social networks; and improving the resilience of the electric power grid. Unlike traditional applications in computational science and engineering, solving these social problems at scale often raises new challenges because of the sparsity and lack of locality in the data, the need for research on scalable algorithms and development of frameworks for solving these real-world problems on high performance computers, and for improved models that capture the noise and bias inherent in the torrential data streams. In this talk, Bader will discuss the opportunities and challenges in massive data-intensive computing for applications in social sciences, physical sciences, and engineering."
Watch the video: https://wp.me/p3RLHQ-iPk
Learn more: https://pasc18.pasc-conference.org/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
SGCI - Science Gateways Bootcamp: Strategies for Developing, Operating and Su...Sandra Gesing
The main goal of science gateways is to deliver a computational solution for serving communities effectively, efficiently and reliably via enabling users to focus on their research questions without them becoming acquainted with complex computing and data infrastructures. Besides good software engineering practices further considerations are crucial such as understanding the users’ need to prepare a science gateway for success. The US Science Gateways Community Institute (SGCI) funded since August 2016 by the National Science Foundation (NSF) serves user communities and science gateway creators to support the growth and success of science gateways. Its Science Gateways Bootcamp offers the possibility to learn about beneficial strategies for developing, operating and sustaining science gateways.
Presentation on the work we've done within BeSTGRID as it relates to bioinformatics in NZ, for the 2010 Bioinformatics Symposium https://www.bestgrid.org/NZ-Bioinformatics-Symposium-2010
2015/12/16 Seminar talk in Inria/INSA CITI Lab, France
Topic: Participatory Urban Sensing
Speaker: Ling-Jyh Chen (Institute of Information Science, Academia Sinica)
A very short, very minimal presentation I prepared for the Yale Libraries' SCOPA event to introduce librarians in diverse disciplines to the concepts and challenges of data curation.
Ontologies For the Modern Age - McGuinness' Keynote at ISWC 2017Deborah McGuinness
Ontologies are seeing a resurgence of interest and usage as big data proliferates, machine learning advances, and integration of data becomes more paramount. The previous models of sometimes labor-intensive, centralized ontology construction and maintenance do not mesh well in today’s interdisciplinary world that is in the midst of a big data, information extraction, and machine learning explosion. In this talk, we will provide some historical perspective on ontologies and their usage, and discuss a model of building and maintaining large collaborative, interdisciplinary ontologies along with the data repositories and data services that they empower. We will give a few examples of heterogeneous semantic data resources made more interconnected and more powerful by ontology-supported infrastructures, discuss a vision for ontology-enabled future research and provide some examples in a large health empowerment joint effort between RPI and IBM Watson Health.
SGCI-URSSI-Sustainability in Research ComputingSandra Gesing
Sustainability in research computing has many facets such as funding and career paths for facilitators and research software engineers. The concern about sustainability is addressed in projects like the Science Gateways Community Institute (SGCI) and the conceptualization of the US Research Software Sustainability Institute (URSSI). Many further initiatives and projects are concerned with sustainability and the discussion at the ACI-REF VR Intermediate Workshop led to some consolidation ideas.
SGCI - The Science Gateways Community Institute - Supporting Communities to A...Sandra Gesing
A lightning talk about the services of the Science Gateways Community Institute at the workshop WSSSPE4 (4th Workshop on Sustainable Software for Science: Practice and Experiences), Manchester, UK, September 2016
Massive-Scale Analytics Applied to Real-World Problemsinside-BigData.com
In this deck from PASC18, David Bader from Georgia Tech presents: Massive-Scale Analytics Applied to Real-World Problems.
"Emerging real-world graph problems include: detecting and preventing disease in human populations; revealing community structure in large social networks; and improving the resilience of the electric power grid. Unlike traditional applications in computational science and engineering, solving these social problems at scale often raises new challenges because of the sparsity and lack of locality in the data, the need for research on scalable algorithms and development of frameworks for solving these real-world problems on high performance computers, and for improved models that capture the noise and bias inherent in the torrential data streams. In this talk, Bader will discuss the opportunities and challenges in massive data-intensive computing for applications in social sciences, physical sciences, and engineering."
Watch the video: https://wp.me/p3RLHQ-iPk
Learn more: https://pasc18.pasc-conference.org/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
SGCI - Science Gateways Bootcamp: Strategies for Developing, Operating and Su...Sandra Gesing
The main goal of science gateways is to deliver a computational solution for serving communities effectively, efficiently and reliably via enabling users to focus on their research questions without them becoming acquainted with complex computing and data infrastructures. Besides good software engineering practices further considerations are crucial such as understanding the users’ need to prepare a science gateway for success. The US Science Gateways Community Institute (SGCI) funded since August 2016 by the National Science Foundation (NSF) serves user communities and science gateway creators to support the growth and success of science gateways. Its Science Gateways Bootcamp offers the possibility to learn about beneficial strategies for developing, operating and sustaining science gateways.
Presentation on the work we've done within BeSTGRID as it relates to bioinformatics in NZ, for the 2010 Bioinformatics Symposium https://www.bestgrid.org/NZ-Bioinformatics-Symposium-2010
2015/12/16 Seminar talk in Inria/INSA CITI Lab, France
Topic: Participatory Urban Sensing
Speaker: Ling-Jyh Chen (Institute of Information Science, Academia Sinica)
A very short, very minimal presentation I prepared for the Yale Libraries' SCOPA event to introduce librarians in diverse disciplines to the concepts and challenges of data curation.
Ontologies For the Modern Age - McGuinness' Keynote at ISWC 2017Deborah McGuinness
Ontologies are seeing a resurgence of interest and usage as big data proliferates, machine learning advances, and integration of data becomes more paramount. The previous models of sometimes labor-intensive, centralized ontology construction and maintenance do not mesh well in today’s interdisciplinary world that is in the midst of a big data, information extraction, and machine learning explosion. In this talk, we will provide some historical perspective on ontologies and their usage, and discuss a model of building and maintaining large collaborative, interdisciplinary ontologies along with the data repositories and data services that they empower. We will give a few examples of heterogeneous semantic data resources made more interconnected and more powerful by ontology-supported infrastructures, discuss a vision for ontology-enabled future research and provide some examples in a large health empowerment joint effort between RPI and IBM Watson Health.
SGCI-URSSI-Sustainability in Research ComputingSandra Gesing
Sustainability in research computing has many facets such as funding and career paths for facilitators and research software engineers. The concern about sustainability is addressed in projects like the Science Gateways Community Institute (SGCI) and the conceptualization of the US Research Software Sustainability Institute (URSSI). Many further initiatives and projects are concerned with sustainability and the discussion at the ACI-REF VR Intermediate Workshop led to some consolidation ideas.
SGCI - The Science Gateways Community Institute - Supporting Communities to A...Sandra Gesing
A lightning talk about the services of the Science Gateways Community Institute at the workshop WSSSPE4 (4th Workshop on Sustainable Software for Science: Practice and Experiences), Manchester, UK, September 2016
Knowledge management is about digital humanities as much as it is about leadership. This is a course at the university of Pisa, Italy. The course is in Italian.
SGCI Science Gateways Landscape in North AmericaSandra Gesing
Presentation at RDA
A) Approaches to interoperability among Science Gateways
B) Key ingredients for successful and vibrant virtual research communities
C) Sustainability of Science Gateways - what are the current models that work (and conversely have failed))
SGCI - Science Gateways - Technology-Enhanced Research Under Consideration of...Sandra Gesing
Science gateways - also called virtual research environments or virtual labs - allow science and engineering communities to access shared data, software, computing services, instruments, and other resources specific to their disciplines and use them also in teaching environments. In the last decade mature complete science gateway frameworks have evolved such as HUBzero and Galaxy as well as Agave and Apache Airavata. Successful implementations have been adapted for several science gateways, for example, the technologies behind the science gateways CIPRES, which is used by over 20.000 users to date and serves the community in the area of large phylogenetic trees. Lessons learned from the last decade include that approaches should be technology agnostic, use standard web technologies or deliver a complete solution. Independent of the technology, the major driver for science gateways are the user communities and user engagement is key for successful science gateways. The US Science Gateways Community Institute (SGCI), opened in August 2016, provides free resources, services, experts, and ideas for creating and sustaining science gateways. It offers five areas of services to the science gateway developer and user communities: the Incubator, Extended Developer Support, the Scientific Software Collaborative, Community Engagement and Exchange, and Workforce Development. The talk will give an introduction to science gateways, examples for science gateways and an overview on the services offered by the SGCI to serve user communities and developers for creating successful science gateways.
SGCI - The Science Gateways Community Institute: International Collaboration ...Sandra Gesing
Science gateways - also called virtual research environments or virtual labs - allow science and engineering communities to access shared data, software, computing services, instruments, and other resources specific to their disciplines. The US Science Gateways Community Institute (SGCI), opened in August 2016, provides free resources, services, experts, and ideas for creating and sustaining science gateways. It offers five areas of services to the science gateway developer and user communities: the Incubator, Extended Developer Support, the Scientific Software Collaborative, Community Engagement and Exchange, and Workforce Development. While all these services are available to US-based communities, the Incubator, the Scientific Software Collaborative and the Community Engagement and Exchange serve also the international communities. SGCI aims at supporting beyond borders on international scale with diverse measures and to form and deepen collaborations with partner organizations and coalitions beneficial and/or related to the science gateways community. Research topics are independent of national borders and researchers spread worldwide can benefit from each other’s research results, software, data and from lessons learned — via online materials and publications or at international events. The gateway community has benefitted from this type of exchange for years and one mission of SGCI is to support the international community. This talk will present related work describing the benefits of international collaborations generally, and specifically as they relate to science gateways. It will go into detail regarding SGCI’s ongoing work on an international scale and SGCI's work planned in the near future to foster collaborations under consideration of challenges such as different timezones and long distances between collaborators.
SGCI Science Gateways: Addressing Data Management ChallengesSandra Gesing
Data management challenges include:
* Meaningful data aggregation and analysis
* Real-time analytics
* Privacy and security demands
* Lack of usability of solutions
* Missing integration of data sources and instruments
* Complicated US and European privacy laws on health data
* Diversity of stakeholders
Science gateways can address the first five challenges, can
assist with data and measures for easing policies on health data and support diverse user roles via easy-to-use end-to-end solutions.
The talk gives an overview on current trends for developing science gateways also called virtual labs or virtual research environments. It presents the services of the US Science Gateways Community Institute and international collaborations in the context of science gateways.
An update on BeSTGRID activity and plans, in particular in preparation for the planned future developments of a unified approach to high performance and distributed computing in NZ.
Cloud Standards in the Real World: Cloud Standards Testing for DevelopersAlan Sill
Learn about standards studied in the US National Science Foundation Cloud and Autonomic Computing Industry/University Cooperative Research Center Cloud Standards Testing Lab and how you can get involved to extend the successes from these results in your own cloud software settings. Presented at the O'Reilly OSCON 2014 Open Cloud Day.
Video available at https://www.youtube.com/watch?v=eD2h0SqC7tY
Presenting the following paper “Science Gateways: The Long Road to the Birth of an Institute” by Sandra Gesing, Nancy Wilkins-Diehr, Maytal Dahan, Katherine Lawrence, Michael Zentner, Marlon Pierce, Linda Hayden, Suresh Marru at HICSS50 Conference.
Enabling Research without Geographical Boundaries via Collaborative Research ...Sandra Gesing
Collaborative research infrastructures on global scale for earth and space sciences face a plethora of challenges from technical implementations to organizational aspects. Science gateways – also known as virtual research environments (VREs) or virtual laboratories - address part of such challenges by providing end-to-end solutions to aid researchers to focus on their specific research questions without the need to become acquainted with the technical details of the complex underlying infrastructures. In general, they provide a single point of entry to tools and data irrespective of organizational boundaries and thus make scientific discoveries easier and faster. The importance of science gateways has been recognized on national as well as on international level by funding bodies and by organizations. For example, the US NSF has just funded a Science Gateways Community Institute, which offers support, consultancy and open accessible software repositories for users and developers; Horizon 2020 provides funding for virtual research environments in Europe, which has led to projects such as VRE4EIC (A Europe-wide Interoperable Virtual Research Environment to Empower Multidisciplinary Research Communities and Accelerate Innovation and Collaboration); national or continental research infrastructures such as XSEDE in the USA, Nectar in Australia or EGI in Europe support the development and uptake of science gateways; the global initiatives International Coalition on Science Gateways, the RDA Virtual Research Environment Interest Group as well as the IEEE Technical Area on Science Gateways have been founded to provide global leadership on future directions for science gateways in general and facilitate awareness for science gateways. This presentation will give an overview on these projects and initiatives aiming at supporting domain researchers and developers with measures for the efficient creation of science gateways, for increasing their usability and sustainability under consideration of the breadth of topics in the context of science gateways. It will go into detail for the challenges the community faces for collaborative research on global scale without geographical boundaries and will provide suggestions for further enhancing the outreach to domain researchers.
Bridging Gaps and Broadening Participation inToday's and Future Research Com...Sandra Gesing
Research computing is in an exciting era and has never as fast evolved as in the last 20 years. We can nowadays answer research questions that we could not even ask two decades ago. This has led to discoveries such as the analyses of DNA from Next-Generation Sequencing technologies. The increased complexity of software, data, hardware and lab instruments demands for more openness and sharing of data and methods. Researchers and educators are not necessarily IT specialists though. Thus, a further trend in research computing is the shift from system-centric design to user-centric design and interdisciplinary teams – complex solutions are offered in self-explanatory user interfaces, so-called science gateways or virtual research environments. I will present solutions and projects supporting users to be able to focus on their research questions without the need to become acquainted with the nitty-gritty details of the complex research computing infrastructure. Key aspects of the presented projects are usability and interoperability of computational methods, reproducibility of research results as well as sustainability of research software. Sustainability of research software has many facets. I advocate for improving the diversity in workforce development, career paths for research software engineers and for incentivizing their work via means beyond the traditional academic rewarding system.
SGCI - Science Gateways Community Institute: Subsidized Services and Consulta...Sandra Gesing
SGCI offers five areas of subsidized services and consultancy to support creating, further developing and sustaining science gateways. The talk gives an overview on these services and puts especially emphasis on the importance of usability as well as the advantages of and measures for building on-campus groups.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...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.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
2. What is a science gateway?
• We use gateways (or web portals, apps)
throughout our daily lives
• Scientists use them too
• If designed well, they can be really enabling
science gateway /sī′ əns gāt′ wā′/ n.
1. an online community space for science and engineering research and
education.
2. a Web-based resource for accessing data, software, computing services,
and equipment specific to the needs of a science or engineering discipline.
3. • Increased complexity of
– today’s esea ch uestio s
– hardware and software
– skills required
• Greater need for openness
and reproducibility
– Science increasingly driving
policy questions
• Opportunity to integrate
research with teaching
– Better workforce
preparation
Why are gateways important?
We need interfaces
that provide
broad access to
advanced resources
and
allow all to tackle
today’s challenging
science questions.
4. Specialized Resources Percent
Data collections 75%
Data analysis tools, including visualization and mining 72%
Computational tools 72%
Tools for rapidly publishing and/or finding articles and data
specific to my domain
69%
Educational tools 67%
Platforms for fostering group or community collaboration 63%
Simplified interfaces that eliminate the need to learn coding 62%
Citizen science and other public engagement resources 47%
Workflows that automate or capture tasks or processes 42%
Scientific instruments, such as telescopes, microscopes, or sensors 39%
2014 survey of 5000 indicates how these are
being used by NSF PIs, CIOs, CTOs
n=4,004, or 88% of 4,538 researcher/educators. Percentage indicates
these esou ces a e so e hat o e y i po ta t to thei o k.
6. Gateways increasingly used to access supercomputers
Surpassed direct logins in in 2013
Gateways
Login
Source: David Hart, NCAR
7. Today, we see a proliferation of gateways
These are some that use XSEDE supercomputers
8. 57% of survey respondents also create
gateways
n of application types=7,805,
by 2,756 creators (out of 2,819);
mean=2.8 application types per
application creator
9. 34% 36%
20%
17%
31%
26%
42%
16%
30%
18%
45% 44%
14% 15%
0%
5%
10%
15%
20%
25%
30%
35%
40%
45%
50%
Usability
Consultant
Graphic
Designer
Community
Liaison/
Evangelist
Project
Manager
Professional
Software
Developer
Security
Expert
Quality
Assurance
and Testing
Expert
Wished we had this
Yes, we had this
But “it takes a village” to be successful
n=2,756 respondents or 98% of application creators
11. • Diverse expertise on
demand
• Longer term support
engagements
• Software and visibility for
gateways
• Information exchange in a
community environment
• Student opportunities
and more stable
career paths
We’ve proposed the Science Gateways
Community Institute
Est. Aug, 2016
12. • US workshops
– Gateways 2016 at SDSC, Nov,
2016
– Gateway Computing
Environments workshops
since 2005
• European workshops
– International Workshop on
Science Gateways since 2009
• Australian workshops
– IWSG-A since 2015
• Joint special issue journals
combine submissions from
all of the above
International collaborations to promote
research and exchange information
13. • Provide leadership on
future directions for
science gateways
• Facilitate awareness
and international,
regional and national
developments in
science gateways
• Identify and share best
practice in the field
• Science Gateways Community
Institute (USA)
• NeCTAR (Australia)
• NESI (New Zealand)
• Sci-GaIA (Africa)
• Academia Sinica Grid Computing
Center (Taiwan)
• Software Sustainability
Institute (UK)
• VRE4E1C (Europe)
• IWSG (Europe)
• CANARIE (Canada)
• Research Data Canada (Canada)
• IEEE Technical Area on Science
Gateways (International)
International Coalition on Science Gateways
Just forming
http://www.icsciencegateways.org/
14. Early SGCI customers
Name Institution Project
Michael Norman San Diego Supercomputer Center Renaissance Simulations Laboratory
Mark Perri Sonoma State University Chem Compute
Michael Cianfrocco UCSD COSMIC^2: Cryo-EM Open Source Multiplatform
Infrastructure for Cloud Computing
Greg Newman CitSci.org CitSci.org
Ann E. Stapleton UNC Wilmington CyVerse VALIDATE
Hamish Holewa Biodiversity and Climate Change Virtual
Laboratory, Griffith University, Australia
Biodiversity and Climate Change Virtual Laboratory
Doug Jennewein University of South Dakota USD Science Gateway
Jack Smith Marshall University Aquavit
Bev Corwin OWASP Foundation OWASP Learning Gateway
M. Drew LaMar College of William and Mary QUBES (Quantitative Undergraduate Biology Education
and Synthesis)
Alain Domissy UCSD Yeo Lab Single Cell Transcriptomics
Sobhy Atalla Fayoum University,Egypt Establish a national center for computational science to
contribute considerably to the solution of scientific,
engineering and planning problems.
Lisa T. Eyler, Ph.D. University of California, San Diego ENIGMA Bipolar Disorder Brain Age Project
15. Thank you
• Questions? Opportunities to collaborate?
– I am happy to talk after the event
• Learn more
– www.sciencegateways.org, @sciencegateways
– Nancy Wilkins-Diehr, wilkinsn@sdsc.edu