Presentation I gave at Cybera Summit 2010 in Banff, AB on September 22, 2010. Discusses different Web 2.0 / social networking technologies that can enable collaborative science and example uses of these technologies as part of collaborative science portals/gateways. Examples include a few projects that the Grid Research Centre at the University of Calgary is involved in including:
GeoChronos (http://geochronos.org), CyberSKA (http://www.cyberska.org) and WaterCloud - all of these projects make use of the Elgg open source social networking platform.
Collaboration to Curation: The High Rise Project meets Edinburgh DataShare University of Edinburgh
Slides describing the evolution of the Edinburgh DataShare repository and The High-Rise Project and the (potential) collaborative mechanisms that will enable the digital content to be ingested and preserved in the Edinburgh DataShare DSpace repository environment
Lecture delivered for Prof. Terry Slocum's Geography Seminar (Geog 911) on Neogeography at the University of Kansas (23Feb2010) . Reviews my research on GIS 2.0, its impact on humanitarian information management, and discusses a class project.
Building a first generation cyberinfrastructure to support ecological forecas...Joshua Campbell
Presentation summarizes my work at the Kansas Biological Survey to construct a cyberinfrastructure in support of ecological forecasting. The goal was to identify, organize, metadata, and publish databases available at the KBS. The system uses a hybrid stack built around ESRI ArcGIS Server and the metadata catalog GeoNetwork.
Presentation I gave at Cybera Summit 2010 in Banff, AB on September 22, 2010. Discusses different Web 2.0 / social networking technologies that can enable collaborative science and example uses of these technologies as part of collaborative science portals/gateways. Examples include a few projects that the Grid Research Centre at the University of Calgary is involved in including:
GeoChronos (http://geochronos.org), CyberSKA (http://www.cyberska.org) and WaterCloud - all of these projects make use of the Elgg open source social networking platform.
Collaboration to Curation: The High Rise Project meets Edinburgh DataShare University of Edinburgh
Slides describing the evolution of the Edinburgh DataShare repository and The High-Rise Project and the (potential) collaborative mechanisms that will enable the digital content to be ingested and preserved in the Edinburgh DataShare DSpace repository environment
Lecture delivered for Prof. Terry Slocum's Geography Seminar (Geog 911) on Neogeography at the University of Kansas (23Feb2010) . Reviews my research on GIS 2.0, its impact on humanitarian information management, and discusses a class project.
Building a first generation cyberinfrastructure to support ecological forecas...Joshua Campbell
Presentation summarizes my work at the Kansas Biological Survey to construct a cyberinfrastructure in support of ecological forecasting. The goal was to identify, organize, metadata, and publish databases available at the KBS. The system uses a hybrid stack built around ESRI ArcGIS Server and the metadata catalog GeoNetwork.
Presentation I gave at OGF 28 in Munich (Mar. 15-18, 2010). It is about challenges and achievements to date in the GeoChronos project, which is aimed at the development of an on-line collaborative environment for earth observation scientists.
Cyberinfrastructure and its Role in ScienceCameron Kiddle
This presentation examines some of the challenges scientists face and describes various cyberinfrastructure technologies that help address these challenges. Example projects employing cyberinfrastructure technologies that we have worked on at the Grid Research Centre, including the GeoChronos project, are also presented. This presentation was given at the IAI International Wireless Sensor Networks Summer School held at the University of Alberta on July 6th, 2009.
Enabling Collaboration Among Earth Observation Scientists with the GeoChronos...Cameron Kiddle
Presentation I gave on GeoChronos at the BCNET / CANARIE Conference in Vancouver on May 5th, 2010. It is primarily composed of a mix of slides from previous presentations I have given on GeoChronos.
Tales of the Field: Building Small Science CyberinfrastructureAndrea Wiggins
Society for the Social Studies of Science cyberinfrastructure methods panel presentation on experiences building small science cyberinfrastructure and reflections on implications for other pre-paradigmatic domains.
Presentation shown as part of the GeoChronos Demonstration at SC09 in Portland on Nov. 17th and Nov. 18th, 2009. (Similar to the GeoChronos - CANARIE NEP Showcase Presentation with a few minor revisions.)
Cameron Kiddle, Research Fellow with the Grid Research Centre, presented these slides as part of the Cybera Summit 2010 session "The Evolution of Collaborative Science." For more information please visit http://www.cybera.ca/evolution-collaborative-science
GeoChronos: An On-line Collaborative Platform for Earth Observation ScientistsGeoChronos
Presentation given by John Gamon at the AGU Fall Meeting in San Francisco on Dec. 14, 2009. The presentation highlights features and supporting technologies of the GeoChronos Platform
ICT research in the context of European Union
CASE SUMMER SCHOOL ON APPLIED SOFTWARE ENGINEERING
APPLIED SOFTWARE PROCESS MANAGEMENT AND TESTING
JULY 6-10, 2009, BOZEN/BOLZANO, ITALY
Cloud Testbeds for Standards Development and InnovationAlan Sill
Invited talk given at the 2014 Chip-to-Cloud Security Forum "Advances in Securing Embedded, Mobile and Cloud Services and Ecosystems" in the seminar session on "Procurement, SLAs, and Standardisation on a Global Scale." In this talk, Dr. Sill reviews the history of cloud and grid computing, the formation and charter description for Phases I and II of the US National Institute of Standards and Technology (NIST) "SAJACC" working group, and brings the discussion up to date with an overview of current "DevOps"-oriented cloud standards and software interoperability hands-on testing efforts worldwide.
Open Science and GEOSS: the Cloud Sandbox enablersterradue
As part of the European project GEOWOW, Terradue was invited to present views at the GEO-X event on future endeavors to serve data democracy & science literacy in GEOSS (http://www.earthobservations.org/geoss.shtml)
Building earth observation applications with NextGEOSS - webinarterradue
Training taster for the NextGEOSS Workshop to be held in Geneva on September 11th, 2018.
A review of the NextGEOSS components and services available to partners for the integration of their applications on the NextGEOSS Platform.
Announcement: https://nextgeoss.eu/second-nextgeoss-training/
I gave this presentation to the Sun PASIG (Preservation and Archiving Special Interest Group) in San Francisco, 2009. It gives an overview of the EU co-funded Planets digital preservation project and includes some early discussion of the plans to create a not-for-profit organisation to carry the technology forward beyond the end of the project in mid 2010.
Presentation I gave at OGF 28 in Munich (Mar. 15-18, 2010). It is about challenges and achievements to date in the GeoChronos project, which is aimed at the development of an on-line collaborative environment for earth observation scientists.
Cyberinfrastructure and its Role in ScienceCameron Kiddle
This presentation examines some of the challenges scientists face and describes various cyberinfrastructure technologies that help address these challenges. Example projects employing cyberinfrastructure technologies that we have worked on at the Grid Research Centre, including the GeoChronos project, are also presented. This presentation was given at the IAI International Wireless Sensor Networks Summer School held at the University of Alberta on July 6th, 2009.
Enabling Collaboration Among Earth Observation Scientists with the GeoChronos...Cameron Kiddle
Presentation I gave on GeoChronos at the BCNET / CANARIE Conference in Vancouver on May 5th, 2010. It is primarily composed of a mix of slides from previous presentations I have given on GeoChronos.
Tales of the Field: Building Small Science CyberinfrastructureAndrea Wiggins
Society for the Social Studies of Science cyberinfrastructure methods panel presentation on experiences building small science cyberinfrastructure and reflections on implications for other pre-paradigmatic domains.
Presentation shown as part of the GeoChronos Demonstration at SC09 in Portland on Nov. 17th and Nov. 18th, 2009. (Similar to the GeoChronos - CANARIE NEP Showcase Presentation with a few minor revisions.)
Cameron Kiddle, Research Fellow with the Grid Research Centre, presented these slides as part of the Cybera Summit 2010 session "The Evolution of Collaborative Science." For more information please visit http://www.cybera.ca/evolution-collaborative-science
GeoChronos: An On-line Collaborative Platform for Earth Observation ScientistsGeoChronos
Presentation given by John Gamon at the AGU Fall Meeting in San Francisco on Dec. 14, 2009. The presentation highlights features and supporting technologies of the GeoChronos Platform
ICT research in the context of European Union
CASE SUMMER SCHOOL ON APPLIED SOFTWARE ENGINEERING
APPLIED SOFTWARE PROCESS MANAGEMENT AND TESTING
JULY 6-10, 2009, BOZEN/BOLZANO, ITALY
Cloud Testbeds for Standards Development and InnovationAlan Sill
Invited talk given at the 2014 Chip-to-Cloud Security Forum "Advances in Securing Embedded, Mobile and Cloud Services and Ecosystems" in the seminar session on "Procurement, SLAs, and Standardisation on a Global Scale." In this talk, Dr. Sill reviews the history of cloud and grid computing, the formation and charter description for Phases I and II of the US National Institute of Standards and Technology (NIST) "SAJACC" working group, and brings the discussion up to date with an overview of current "DevOps"-oriented cloud standards and software interoperability hands-on testing efforts worldwide.
Open Science and GEOSS: the Cloud Sandbox enablersterradue
As part of the European project GEOWOW, Terradue was invited to present views at the GEO-X event on future endeavors to serve data democracy & science literacy in GEOSS (http://www.earthobservations.org/geoss.shtml)
Building earth observation applications with NextGEOSS - webinarterradue
Training taster for the NextGEOSS Workshop to be held in Geneva on September 11th, 2018.
A review of the NextGEOSS components and services available to partners for the integration of their applications on the NextGEOSS Platform.
Announcement: https://nextgeoss.eu/second-nextgeoss-training/
I gave this presentation to the Sun PASIG (Preservation and Archiving Special Interest Group) in San Francisco, 2009. It gives an overview of the EU co-funded Planets digital preservation project and includes some early discussion of the plans to create a not-for-profit organisation to carry the technology forward beyond the end of the project in mid 2010.
Bridging the gap to facilitate selection and image analysis activities for la...Phidias
PHIDIAS organised it's third and final PHIDIAS Webinar of the series, this time dedicated to Use Case 2: Big Data Earth Observations (EO), took place on 18 February 2021 at 15:00 CET, showcasing how PHIDIAS is taking advantage of HPC architecture to facilitate selection and image analysis activities for land surface monitoring.
VREs and Research Tools - supporting collaborative researchChristopher Brown
A summary of the Jisc funded VRE and Research Tools programmes and projects. Presented at the Jisc Regional Support Centre London webinar on 20 November, 2013 (http://jiscevents.force.com/E/EventsDetailPage?id=a06U000000Efx52IAB&srvc=JISC%20RSC%20London)
An On-line Collaborative Data Management SystemCameron Kiddle
A presentation I prepared that was presented by Rob Simmonds at the Gateway Computing Environments 2010 Workshop in New Orleans on November 14, 2010. It provides an overview of a data management system that was developed for GeoChronos - an on-line collaborative platform for Earth observation scientists.
Presentation I gave as part of the Grid Computing Environments (GCE) Workshop at SC09 in Portland on Nov. 20, 2009. Describes different approaches for integrating social networking in scientific gateways, and highlights our experiences using Facebook, Ning and Elgg in developing the GeoChronos scientific gateway.
Integration and Management of Diverse Environmental Data SetsCameron Kiddle
Presentation I gave as part of the New Frontiers in Data Integration session at Summit 09 in Banff on Oct. 14, 2009. It discusses some current work that the Grid Research Centre is doing in relation to data management and integration.
Dynamic Provisioning of Service Environments with ASPENCameron Kiddle
Presentation I gave as part of a demonstration highlighting cloud computing and social networking efforts of the Grid Research Centre at the Cloud Challenge at Summit 09 in Banff on October 13, 2009.
Presentation about the GeoChronos project given by Cameron Kiddle at the SpecNet Workshop (part of the 30th Canadian Symposium on Remote Sensing) in Lethbridge, Alberta on June 22, 2009.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
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.
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
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.
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.
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
2. An on-line platform
For:
Earth Observation Scientists
Facilitating:
Collaboration between scientists
Data access, management and sharing
Application access, management and sharing
Leveraging:
Web 2.0 and social networking technologies
Cloud computing technologies
Funded by:
CANARIE - Network Enabled Platform (NEP-1) program
Cybera
(http://geochronos.org/)
NEP Showcase
Oct. 21, 2010 2
3. Solutions
Portal rich with social networking features
Tags, bookmarks, profiles, blogs, wikis, friends/contacts, groups
Media/document sharing, publications, presentations
Discussions, message boards, calendars
Status, activity feeds
Technology
Portal built on top of a social networking platform
Initial prototype built in Facebook (http://www.facebook.com)
Secondary prototype built on white label social networking platform Ning
(http://www.ning.com)
Current portal built on open source white label social networking platform Elgg
(http://www.elgg.org)
Next Steps
Plan to keep using Elgg platform and upgrade as new versions released
Develop new Elgg plugins as needed
Collaboration
NEP Showcase
Oct. 21, 2010 3
6. Solutions
Spectral Libraries
Store, share and browse spectral data
View spectral plots, metadata, ancillary data and maps
Manage and generate metadata for spectra
Create and share metadata schemas
Spectral Library solution also being used to manage MODIS
satellite data
Technology
iRODS (http://www.irods.org/) for data storage/management
Next Steps
Further generalization of spectral library solution
Acquire, store, manage, browse and share other types of data
Flux tower and phenology tower data
Meteorological data
Other data
Data
NEP Showcase
Oct. 21, 2010 6
9. Solutions
Interactive Application Service (IAS)
On-line, on-demand access to scientific applications
Share application sessions and data with other users
Batch Processing Service (BPS)
Background batch processing of longer running tasks and simulations
Automation of data workflows – mosaic, reproject and subset MODIS data
Technology
IAS and BPS are hosted on top of a cloud computing platform
Use ASPEN (http://grid.ucalgary.ca/projects/DataCentre/) which can
dynamically provision virtual machines to host applications based on user
demand
Next Steps
Better integration between different data and application services
Application of batch processing/workflow service to other problems
Applications/Processing
NEP Showcase
Oct. 21, 2010 9
13. Apr 21, 2009 - CANARIE NEP-1 Synergy Workshop
(Winnipeg)
Jun 22, 2009 - SpecNet Workshop (Lethbridge)
Jun 24-26, 2009 – Meeting of the Collaborative Research
Network II (CRN2) and Small Grant Program for the Human
Dimensions (SGP-HD) Principal Investigators (Montevideo,
Uruguay)
Jul 6-18, 2009 - IAI International Wireless Sensor Networking
Summer School (Edmonton)
Aug 15, 2009 – Elgg Camp (Boston)
Oct 14, 2009 – Summit 09 (Banff)
Nov 17,18, 2009 – SC 2009 (Portland)
Nov 20, 2009 – GCE 2009 (Portland)
Presentations/Demonstrations
NEP Showcase
Oct. 21, 2010 13
14. Dec 9, 2009 – e-Science 2009 (Oxford, UK)
Dec 14, 2009 – AGU Fall Meeting (San Francisco)
Mar 4, 2010 – Earth Observation Science Day
(Edmonton)
Mar 15, 2010 – OGF 28 (Munich)
Apr 29, 2010 – European Cooperation in Science and
Technology (COST) Meeting (Italy)
May 5, 2010 – BCNET/CANARIE Conference 2010
(Vancouver)
Aug 14, 2010 – IAI Collaborative Research Network
Meeting (Buenos Aires, Argentina)
Sep 22, 2010 – Cybera Summit 2010 (Banff)
Presentations/Demonstrations - II
NEP Showcase
Oct. 21, 2010 14
15. R. Curry, C. Kiddle and R. Simmonds. Social Networking and
Scientific Gateways. In Proceedings of the Grid Computing
Environments Workshop, Portland, OR, November 20, 2009.
N. Markatchev, R. Curry, C. Kiddle, A. Mirtchovski, R. Simmonds
and T. Tan. A Cloud-based Interactive Application Service. In
Proceedings of the 5th IEEE International Conference on e-
Science, Oxford, UK, December 9-11, 2009.
J. A. Gamon, C. Kiddle, R. Curry, N. Markatchev, G. Pastorello Jr.,
B. Rivard, G. A. Sanchez-Azofeifa, R. Simmonds and T. Tan.
GeoChronos: An On-line Collaborative Platform for Earth
Observation Scientists. In Proceedings of the AGU Fall Meeting,
San Francisco, CA, December 14-18, 2009. (Abstract)
Publications
NEP Showcase
Oct. 21, 2010 15
16. J. Gamon, C. Coburn, L.B. Flanagan, K.F. Huemmrich, C. Kiddle,
G.A. Sanchez-Azofeifa, D.R. Thayer, L. Vescovo, D. Gianelle, D.A.
Sims, A.F. Rahman and G.Z. Pastorello. SpecNet Revisited:
Bridging Flux and Remote Sensing Communities. To appear in
the Canadian Journal of Remote Sensing, 2010.
R. Curry, C. Kiddle, R. Simmonds and G. Z. Pastorello Jr. An On-
line Collaborative Data Management System. To appear in
Proceedings of the Gateway Computing Environments Workshop,
New Orleans, LA, November 14, 2010.
Publications - II
NEP Showcase
Oct. 21, 2010 16
17. Project Team
NEP Showcase
Oct. 21, 2010 17
Dr. Arturo Sanchez-Azofeifa
University of Alberta
Dr. John Gamon
University of Alberta
Dr. Benoit Rivard
University of Alberta
Dr. Rob Simmonds
University of Calgary
Prinicipal Investigators
Project Coordination Platform Development Domain Scientists