I shall provide a summary of JISC work in the area of ‘Big Data’. My primary focus will be on how to manage the huge amount of research data produced in UK Universities. I shall cover the history of JISC interventions to improve research data management and look at next steps. I shall touch on some other areas of work like ‘Digging into Data’ and web archiving which also deal with ‘big data’.
Building a business case and institutional policy on a 10Y research data mana...jiscdatapool
This presentation draws heavily on a report from the Institutional Data Management Blueprint (IDMB) Project, which began the work on research data management (RDM) at the University of Southampton now being taken on by DataPool. In this talk we want to connect the development of roadmaps with the business case and policy for making progress with research data management at an institutional level. Taking the IDMB example with others, this seems like a logical sequence, but in practice this is not always the case. At Southampton we have a roadmap and an official institutional research data policy, but the business case is still to be approved. Other institutions appear to have begun with a policy. Here we will focus on the roadmap and business case rather than policy.
Building a business case and institutional policy on a 10Y research data mana...jiscdatapool
This presentation draws heavily on a report from the Institutional Data Management Blueprint (IDMB) Project, which began the work on research data management (RDM) at the University of Southampton now being taken on by DataPool. In this talk we want to connect the development of roadmaps with the business case and policy for making progress with research data management at an institutional level. Taking the IDMB example with others, this seems like a logical sequence, but in practice this is not always the case. At Southampton we have a roadmap and an official institutional research data policy, but the business case is still to be approved. Other institutions appear to have begun with a policy. Here we will focus on the roadmap and business case rather than policy.
Presentation given by Sarah Jones at a seminar run by LSHTM on 6th November 2012. http://www.lshtm.ac.uk/newsevents/events/2012/11/developing-data-management-expertise-in-research---half-day-event
Overview of the UKRDDS pilot project at Univwersity of Edinburgh employing PhD interns to validate metadata about research data created by University of Edinburgh researchers and held in local RDM services solutions. This was presented at IASSIST in June 2016, Bergen, Norway.
Birgit Plietzsch “RDM within research computing support” SALCTG June 2013SALCTG
An overview of Research Data Management: the research process from developing ideas to preservation of data; funder perspectives, the impact on the wider service, Data Asset Frameworks, preservation and access, and cost implications.
Presentation given by Sarah Jones at the DCC data management roadshow in London on 21-22 May 2012
http://www.dcc.ac.uk/events/data-management-roadshows/dcc-roadshow-london
A talk outlining the virtues and processes of Research Data Management for PhD students in the geosciences. Given by Stuart Macdonald at the Introduction to RDM Workshop, School of Geosciences, University of Edinburgh, on 2 November 2015
Presentation on developing DMP services at the University of Edinburgh. It outlines progress on the DMP objectives in the Edinburgh RDM roadmap and covers the findings from evaluating DMPonline. The talk was given at a HEIDS meeting in Edinburgh on 22nd April 2013.
S. Venkataraman (DCC) talks about the basics of Research Data Management and how to apply this when creating or reviewing a Data Management Plan (DMP). He discusses data formats and metadata standards, persistent identifiers, licensing, controlled vocabularies and data repositories.
link to : dcc.ac.uk/resources
This slideshow was used in a Preparing Your Research Data for the Future course taught in the Medical Sciences Division, University of Oxford, on 2015-06-08. It provides an overview of some key issues, focusing on long-term data management, sharing, and curation.
Data Curation Models JHU Barbara Pralle RDAP12ASIS&T
Data Curation Services Models: John Hopkins University
Barbara Pralle
Curation Service Models panel
Presentation at Research Data Access & Preservation Summit
22 March 2012
Escuela Hotelera Montemira - Charla Social MediaReto Leder
Intro Social Media
Facebook, Twitter, Google Plus
Cool Tools
Videos usados: YouTube - Mary Woodbridge, Sound of Music, Best McDonalds Commercial Ever, Pepsi
Presentation given by Sarah Jones at a seminar run by LSHTM on 6th November 2012. http://www.lshtm.ac.uk/newsevents/events/2012/11/developing-data-management-expertise-in-research---half-day-event
Overview of the UKRDDS pilot project at Univwersity of Edinburgh employing PhD interns to validate metadata about research data created by University of Edinburgh researchers and held in local RDM services solutions. This was presented at IASSIST in June 2016, Bergen, Norway.
Birgit Plietzsch “RDM within research computing support” SALCTG June 2013SALCTG
An overview of Research Data Management: the research process from developing ideas to preservation of data; funder perspectives, the impact on the wider service, Data Asset Frameworks, preservation and access, and cost implications.
Presentation given by Sarah Jones at the DCC data management roadshow in London on 21-22 May 2012
http://www.dcc.ac.uk/events/data-management-roadshows/dcc-roadshow-london
A talk outlining the virtues and processes of Research Data Management for PhD students in the geosciences. Given by Stuart Macdonald at the Introduction to RDM Workshop, School of Geosciences, University of Edinburgh, on 2 November 2015
Presentation on developing DMP services at the University of Edinburgh. It outlines progress on the DMP objectives in the Edinburgh RDM roadmap and covers the findings from evaluating DMPonline. The talk was given at a HEIDS meeting in Edinburgh on 22nd April 2013.
S. Venkataraman (DCC) talks about the basics of Research Data Management and how to apply this when creating or reviewing a Data Management Plan (DMP). He discusses data formats and metadata standards, persistent identifiers, licensing, controlled vocabularies and data repositories.
link to : dcc.ac.uk/resources
This slideshow was used in a Preparing Your Research Data for the Future course taught in the Medical Sciences Division, University of Oxford, on 2015-06-08. It provides an overview of some key issues, focusing on long-term data management, sharing, and curation.
Data Curation Models JHU Barbara Pralle RDAP12ASIS&T
Data Curation Services Models: John Hopkins University
Barbara Pralle
Curation Service Models panel
Presentation at Research Data Access & Preservation Summit
22 March 2012
Escuela Hotelera Montemira - Charla Social MediaReto Leder
Intro Social Media
Facebook, Twitter, Google Plus
Cool Tools
Videos usados: YouTube - Mary Woodbridge, Sound of Music, Best McDonalds Commercial Ever, Pepsi
Presentation given by Sarah Jones and Martin Donnelly outlining the UK RDM landscape, JISC MRD programmes, and DCC initiatives.
The presentation was given at Statistics New Zealand on 28th March, ANDS webinars on 29th & 30th March and Monash University on 2nd April 2012.
Implementing Open Access: Effective Management of Your Research DataMartin Hamilton
The slides from my session with the DCC's Martin Donnelly at the Understanding ModernGov "Implementing Open Access" event in June 2014. Our talk is all about the support available from Jisc and the DCC to help you manage your research data, and potential future initiatives that might help institutions to handle the move to "open science".
Research data management and the Digital Curation CentreMartin Donnelly
Slides from a couple of webinars given while visiting ANDS in Canberra, Australia. (N.B. We also gave short talks at Statistics New Zealand and Monash University - the slides are more or less the same.)
What infrastructure is necessary for successful research data management (RDM...heila1
RDM life cycle; research data elements in the research life cycle; what is RDM infrastructure; IT infrastructure; Library infrastructure; Research Office infrastructure; Examples of 4 universities RDM service offerings
Meeting the NSF DMP Requirement: March 7, 2012IUPUI
March 7 version of the IUPUI workshop Meeting the NSF Data Management Plan Requirement: What you need to know. This workshop is co-sponsored by the Office of the Vice Chancellor for Research and the University Library.
Meeting the NSF DMP Requirement June 13, 2012IUPUI
June 13 version of the IUPUI workshop Meeting the NSF Data Management Plan Requirement: What you need to know. This workshop is co-sponsored by the Office of the Vice Chancellor for Research and the University Library.
An introduction to Research Data Management and Data Management Planning for research managers and administrators. The presentation was given at the Open University on 18th July 2013.
JISC DataPool by Dorothy Byatt, (University of Southampton). Presentation at Demystifying Research Data: don’t be scared be prepared: A joint JIBS/RLUK event, Tuesday 17th July, Brunei Gallery at SOAS (School of Oriental and African Studies), London.
Spring 2014 Data Management Lab: Session 1 Slides (more details at http://ulib.iupui.edu/digitalscholarship/dataservices/datamgmtlab)
What you will learn:
1. Build awareness of research data management issues associated with digital data.
2. Introduce methods to address common data management issues and facilitate data integrity.
3. Introduce institutional resources supporting effective data management methods.
4. Build proficiency in applying these methods.
5. Build strategic skills that enable attendees to solve new data management problems.
Phase two of OpenAthens SP evolution including OpenID connect optionEduserv
David Orrell, System Architect and Phil Leahy, Service Relationship Manager, talk about Phase II of the OpenAthens Cloud Service Provider project, and also about how OpenAthens is being used as an identity provider service in the corporate sector.
Tim Lull, Vice President of Sales and Gar Sydnor, Vice President of Discovery Innovation, showcases EBSCO and how this product benefits the identity and access management community.
Phil Leahy, Service Relationship Manager covers our commitment to the publishing community as part of our Publisher Manifesto. David Orrell, System Architect, runs through phase one of our new service provider product.
Neil Scully, Head of Development and Service Delivery, shares the AGILE SCRUM and SPRINT process used in our product development methodology and the benefits this brings.
Tracy Gardner from Simon Inger Consulting presents the results of their 12 month research project, which included a survey of how over 40,000 readers discover scholarly content. The findings are pertinent to publishers and information professionals alike across sectors.
Jon Bentley, Commercial Director, shares the vision for our products, explains our brand evolution and presents key milestones in the development of our identity and access management (IAM) solutions. He also highlights the range of applications that work with OpenAthens.
Mike Brooksbank, Executive Director of OpenAthens, runs through the schedule of the day, plus an overview of OpenAthens and Eduserv, our last FY year and the year ahead.
Eduserv's Marketing Manager, Alex Bacon, presented at the B2B Network about his experience of content marketing and how to deliver valuable and engaging content to your audiences whilst generating leads at the same time.
This presentation by Jonathan Watkins of Maplesoft and the University of Birmingham was given to the Eduserv Maths and Stats Software Focus Group in June 2016. Möbius is a comprehensive online courseware environment that focuses on science, technology, engineering, and mathematics (STEM). students can explore important concepts using engaging, interactive applications, visualize problems and solutions, and test their understanding by answering questions that are graded instantly.
This presentation was given to the Eduserv Maths and Stats Software Focus Group in June 2016. It focuses on updates to NVivo 11 for Windows and Mac, the new QSR Certification Programme and how QSR and the academic community might work more closely together.
Nick Wallace, Government Analyst, Public Sector Ovum
Momentum for the adoption of cloud services continues to grow in the public sector as services mature and agencies experience in buying and using cloud services grows. As agencies steadily incorporate various cloud components into their environment, it is clear that public sector organisations are starting to realise the benefits of cloud. In fact if one where creating a “greenfield” service, “in the cloud” would be the default approach. However the reality is that most institutions are not in this position. Most have to manage a legacy environment that comprises aging technology, duplicate, inefficient and inconsistent business processes. Developing and implementing a staged migration to cloud will be pivotal when determining whether the “as-a-service” promise facilitates innovation or undermines organisational integrity
Planning your cloud strategy: Adur and Worthing CouncilsEduserv
Paul Brewer, Director for Digital & Resources at Adur & Worthing Council.
How do you assess your organisations readiness to move to the cloud and adopt new platforms drive business change? Paul Brewer from Adur and Worthing Councils will be sharing how they evaluated whether cloud was right for them, the talk will cover how they evaluated the benefits, costs and risks of moving to the cloud, and how they used this assessment to support and build their cloud strategy.
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.
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.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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/
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
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.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
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.
Designing Great Products: The Power of Design and Leadership by Chief Designe...
Simon Hodson
1. Thursday 10 May 2012
Eduserv Symposium: Big Data
JISC and the Big (Research) Data Challenge
Simon Hodson
JISC Programme Manager, Managing Research Data
2. Why is managing research data important?
JISC considers it a priority to support universities in improving the way
research data is managed and, where appropriate, made available for
reuse.
Research funder policies, legislative frameworks, good practice, open data
agenda
– The outputs of publicly funded research should be publicly available.
– The evidence underpinning research findings should be available for
validation
Good data management is good for research
– More efficient research process, avoidance of data loss, benefits of data reuse
Alignment with university missions.
– Universities want to provide excellent research infrastructure.
– Universities want to have better oversight of research outputs.
3. Estimated Research Data Requirements
Two Russell Group Universities
Estimated current data holdings of c.2PB (managed and unmanaged)
Currently provide 800TB/300TB in a central storage facility, not all of which is
used (but will be full in 12-18 months)…
Significant amount of data in temporary storage, external drives etc…
‘the more groups we go to talk to, the more we're hearing of significant
data holdings on external hard drives and small RAID systems’
1994 Group University
No central research data provision.
Faculties (medicine, business, humanities) have 20-30TB each.
Engineering currently has 170TB faculty system, urgent need to expand.
But… one group, recently interviewed, currently has 250TB, only half in
‘managed storage’; will reach PB levels in the next few years.
4. DUDs
The data centre
under the desk (or
in a back pack) is
not adequate.
5. Why manage research data?
Not just about storage or avoiding data loss…!
It’s about knowing what to keep and what to throw away…
Important to extract maximum return on investment from publicly
funded research.
Access to underlying data is essential for verification and therefore
research integrity.
Opportunities to extract more knowledge from existing data, new
analysis.
It’s about making the most out of data created!
7. JISC and Research Data
1. Understanding the problem (pre-2007-2009)
2. Prototyping solutions (2009-11)
3. Hardening solutions and building institutional capacity (2011-13)
4. Developing elements of national infrastructure (2013+)
8. 1: Understanding the Problem
Key JISC reports:
Dealing with Data:
http://www.ukoln.ac.uk/ukoln/staff/
e.j.lyon/reports/dealing_with_data_
report-final.pdf
Keeping Research Data Safe:
http://www.jisc.ac.uk/media/docum
ents/publications/keepingresearch
datasafe0408.pdf
Skills, Role, Career Structure of
Data Scientists and Curators:
http://www.jisc.ac.uk/media/docum
ents/programmes/digitalrepositorie
s/dataskillscareersfinalreport.pdf
Other:
UKRDS Scoping Study:
http://www.ukrds.ac.uk/resources/
9. Prototyping Solutions:
First MRD Programme, 2009-11
RDM Infrastructure (guidance/support, systems)
RDM Planning (DMPs, best practice, disciplinary challenges)
RDM Training (targeted at disciplinary needs)
Challenges of data citation and publication
First JISC MRD Programme, 2009-11: http://bit.ly/jiscmrd2009-11
JISC MRD Outputs Page: http://bit.ly/jiscmrd2009-11-outputs
10. Building Institutional Capacity:
First MRD Programme, 2009-11
RDM Infrastructure (policy, guidance/support, systems)
17 large projects
RDM Planning (DMPs, best practice, disciplinary challenges)
RDM Training (disciplines and libraries/research
support)
Innovative data publication
Second JISC MRD Programme, 2009-11: http://bit.ly/jiscmrd2009-11
Projects shortly to be announced for research data publication and developing RDM
training materials: http://bit.ly/jiscmrd-2012-Call
11. A holistic approach…
Leadership and
Policy Development
Publication, Citation
Guidance and
and Discovery
Training
Mechanisms
Support for Data
RDM Systems and
Management
Infrastructure
Planning
12. How to develop RDM services
Why develop services?
Roles and responsibilities
In development! Process of service development
The components / building blocks
• Policy
• Data Management
Planning
• Storage
• Data registry..... Examples and
case studies to
Getting started develop into
toolkit
Slide Credit: Sarah Jones and Martin Donnelly, DCC
13. Next steps? Elements of a national infrastructure
Journals are increasingly implementing policies requiring availability
of underlying data.
Registry of Journal Data Policies to help researchers and research
administrators understand the implications and changing landscape.
Universities are developing catalogues of research data holdings.
National registry of research data to facilitate discovery, reuse; better
understanding of impact and research landscape.
14.
15. Thank You!
First JISC MRD Programme, 2009-11: http://bit.ly/jiscmrd2009-11
JISC MRD Outputs Page: http://bit.ly/jiscmrd2009-11-outputs
Second JISC MRD Programme, 2011-13: http://bit.ly/jiscmrd2009-11
Programme Blog: http://researchdata.jiscinvolve.org/
MRD Project Blogs: http://tiny.cc/MRDblogs
Twitter: #jiscmrd
E-mail: s.hodson@jisc.ac.uk
Acknowledgements for slides, content: Carol Goble, Liz Lyon, Peter Murray-
Rust, David Shotton, Martin Donnelly, Sarah Jones.
16. From prototype to platform…
DataFlow Project: http://www.dataflow.ox.ac.uk/
UMF Programme SaaS for RDM Projects: http://www.jisc.ac.uk/whatwedo/programmes/umf.aspx
17. The JISC UMF DataFlow Project
Researchers DataStage is a file management system
A DataStage data package consists of
selected data files accompanied by an
RDF metadata manifest, with a SWORD
v2 wrapper
DataStage file system
Researchers, other users
SWORD deposit
DataBank is a generic repository, and
can be used to store things other that
research datasets, for example data
management plans (DMPs) DataBank repository