This slideshow was used at a lunchtime session delivered at the Humanities Division, University of Oxford, on 2014-05-12. It provides a general overview of some key data management topics, plus some pointers on where to find further information.
Libraries and Research Data Management – What Works? Summary of a Pre-Survey.LIBER Europe
This presentation by Rob Grim was given at the Scholarly Communication and Research Infrastructures Steering Committee Workshop. The workshop title was Libraries and Research Data Management – What Works?
RDM services: an opportunity for librariesSarah Jones
Presentation for the Stellenbosch University 2013 Annual Library Symposium. The talk covers the DCC institutional engagement programme, profiling how library services have got involved in supporting researchers and developing RDM services.
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.
This slideshow was used in a Preparing Your Research Material for the Future course for the Humanities Division, University of Oxford, on 2016-11-16. It provides an overview of some key issues, focusing on the long-term management of data and other research material, including sharing and curation.
Making research data more resourceful - Jisc digital festival 2015Jisc
This discussion examined how best to implement policy and deliver services to meet the needs of researchers, their funders, and the university. institutional research data management policies, infrastructure and support services and will be showcased alongside the DMPOnline tool that helps researchers produce effective data management plans.
This slideshow was used at a lunchtime session delivered at the Humanities Division, University of Oxford, on 2014-05-12. It provides a general overview of some key data management topics, plus some pointers on where to find further information.
Libraries and Research Data Management – What Works? Summary of a Pre-Survey.LIBER Europe
This presentation by Rob Grim was given at the Scholarly Communication and Research Infrastructures Steering Committee Workshop. The workshop title was Libraries and Research Data Management – What Works?
RDM services: an opportunity for librariesSarah Jones
Presentation for the Stellenbosch University 2013 Annual Library Symposium. The talk covers the DCC institutional engagement programme, profiling how library services have got involved in supporting researchers and developing RDM services.
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.
This slideshow was used in a Preparing Your Research Material for the Future course for the Humanities Division, University of Oxford, on 2016-11-16. It provides an overview of some key issues, focusing on the long-term management of data and other research material, including sharing and curation.
Making research data more resourceful - Jisc digital festival 2015Jisc
This discussion examined how best to implement policy and deliver services to meet the needs of researchers, their funders, and the university. institutional research data management policies, infrastructure and support services and will be showcased alongside the DMPOnline tool that helps researchers produce effective data management plans.
This slideshow was used in a data management planning course taught at IT Services, University of Oxford, on 2016-11-09. It provides an overview of the elements of a data management plan, plus an introduction to some tools that can be used to build one.
This slideshow was used in a Preparing Your Research Material for the Future course for the Humanities Division, University of Oxford, on 2016-02-22. It provides an overview of some key issues, focusing on the long-term management of data and other research material, including sharing and curation.
Slides | Targeting the librarian’s role in research servicesLibrary_Connect
Slides from the Nov. 8, 2016 Library Connect webinar "Targeting the librarian’s role in research services" with Nina Exner, Amanda Horsman and Mark Reed. See the full webinar at: http://libraryconnect.elsevier.com/library-connect-webinars?commid=223121
This slideshow was used in a Preparing Your Research Material for the Future course for the Humanities Division, University of Oxford, on 2017-02-22. It provides an overview of some key issues, focusing on the long-term management of data and other research material, including sharing and curation.
This slideshow was used in an Introduction to Research Data Management course taught for the Mathematical, Physical and Life Sciences Division, University of Oxford, on 2016-02-03. It provides an overview of some key issues, looking at both day-to-day data management, and longer term issues, including sharing, and curation.
This slideshow was used in a Research Data Management Planning course taught at IT Services, University of Oxford, on 2016-02-08. It provides an overview of the elements of a data management plan, plus an introduction to some tools that can be used to build one. (The presentation has been very slightly edited: references to resources provided to course participants have been replaced with web links.)
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
An introduction to Research Data Management and Data Management Planning presented at the University of the West of England on Wednesday 9th July 2014.
This slideshow was used in Preparing Your Research Data for the Future course taught in the Social Sciences Division, University of Oxford, on 2014-02-17. It provides an overview of some key issues, focusing on long-term data management, sharing, and curation
This slideshow was used in a Preparing Your Research Material for the Future course for the Humanities Division, University of Oxford, on 2016-05-16. It provides an overview of some key issues, focusing on the long-term management of data and other research material, including sharing and curation.
This slideshow was used in an Introduction to Research Data Management course taught for the Mathematical, Physical and Life Sciences Division, University of Oxford, on 2014-02-26. It provides an overview of some key issues, looking at both day-to-day data management, and longer term issues, including sharing, and curation.
This presentation was provided by Kristi Holmes of Northwestern University during the NISO hot topic virtual conference "Effective Data Management," which was held on September 29, 2021.
Libraries and Research Data Management – What Works? Lessons Learned from the...LIBER Europe
This presentation by Dr Birgit Schmidt was given at the Scholarly Communication and Research Infrastructures Steering Committee Workshop. The workshop title was Libraries and Research Data Management – What Works?
Relationship Building and Advocacy Across the CampusUCD Library
Presentation given by Julia Barrett, Research Services Manager at University College Dublin Library, to the ANLTC Seminar: Supporting the Activities of Your Research Community - Issues and Initiatives, held on December 3, 2014 at the Royal Irish Academy, Dublin, Ireland.
This slideshow was used in a data management planning course taught at IT Services, University of Oxford, on 2016-11-09. It provides an overview of the elements of a data management plan, plus an introduction to some tools that can be used to build one.
This slideshow was used in a Preparing Your Research Material for the Future course for the Humanities Division, University of Oxford, on 2016-02-22. It provides an overview of some key issues, focusing on the long-term management of data and other research material, including sharing and curation.
Slides | Targeting the librarian’s role in research servicesLibrary_Connect
Slides from the Nov. 8, 2016 Library Connect webinar "Targeting the librarian’s role in research services" with Nina Exner, Amanda Horsman and Mark Reed. See the full webinar at: http://libraryconnect.elsevier.com/library-connect-webinars?commid=223121
This slideshow was used in a Preparing Your Research Material for the Future course for the Humanities Division, University of Oxford, on 2017-02-22. It provides an overview of some key issues, focusing on the long-term management of data and other research material, including sharing and curation.
This slideshow was used in an Introduction to Research Data Management course taught for the Mathematical, Physical and Life Sciences Division, University of Oxford, on 2016-02-03. It provides an overview of some key issues, looking at both day-to-day data management, and longer term issues, including sharing, and curation.
This slideshow was used in a Research Data Management Planning course taught at IT Services, University of Oxford, on 2016-02-08. It provides an overview of the elements of a data management plan, plus an introduction to some tools that can be used to build one. (The presentation has been very slightly edited: references to resources provided to course participants have been replaced with web links.)
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
An introduction to Research Data Management and Data Management Planning presented at the University of the West of England on Wednesday 9th July 2014.
This slideshow was used in Preparing Your Research Data for the Future course taught in the Social Sciences Division, University of Oxford, on 2014-02-17. It provides an overview of some key issues, focusing on long-term data management, sharing, and curation
This slideshow was used in a Preparing Your Research Material for the Future course for the Humanities Division, University of Oxford, on 2016-05-16. It provides an overview of some key issues, focusing on the long-term management of data and other research material, including sharing and curation.
This slideshow was used in an Introduction to Research Data Management course taught for the Mathematical, Physical and Life Sciences Division, University of Oxford, on 2014-02-26. It provides an overview of some key issues, looking at both day-to-day data management, and longer term issues, including sharing, and curation.
This presentation was provided by Kristi Holmes of Northwestern University during the NISO hot topic virtual conference "Effective Data Management," which was held on September 29, 2021.
Libraries and Research Data Management – What Works? Lessons Learned from the...LIBER Europe
This presentation by Dr Birgit Schmidt was given at the Scholarly Communication and Research Infrastructures Steering Committee Workshop. The workshop title was Libraries and Research Data Management – What Works?
Relationship Building and Advocacy Across the CampusUCD Library
Presentation given by Julia Barrett, Research Services Manager at University College Dublin Library, to the ANLTC Seminar: Supporting the Activities of Your Research Community - Issues and Initiatives, held on December 3, 2014 at the Royal Irish Academy, Dublin, Ireland.
DAF group exercise: scoping data and curation requirements, by Sarah JonesJISC KeepIt project
Learn how to use the Data Asset Framework (DAF) in a directed group exercise. This was presented as part of module 1 of a 5-module course on digital preservation tools for repository managers, presented by the JISC KeepIt project. For more on this and other presentations in this course look for the tag 'KeepIt course' in the project blog http://blogs.ecs.soton.ac.uk/keepit/
This slideshow was used in a Research Data Management Planning course taught at IT Services, University of Oxford, on 2014-10-27. It provides an overview of the elements of a data management plan, plus an introduction to some tools that can be used to build one.
Aim:- To show how research data management can contribute to the success of your PhD.
*What is research data and why it is important?
*The Research Data lifecycle
* Research Data – more than just your results
* FAIR data and Open Research
* DMP online tool
This slideshow was used in a Research Data Management Planning course taught at IT Services, University of Oxford, on 2015-11-04. It provides an overview of the elements of a data management plan, plus an introduction to some tools that can be used to build one.
Presentation from a University of York Library workshop on research data management. The workshop provides an introduction to research data management, covering best practice for the successful organisation, storage, documentation, archiving, and sharing of research data.
This slideshow was used in a Research Data Management Planning course taught at IT Services, University of Oxford, on 2015-02-18 and 2015-05-13. It provides an overview of the elements of a data management plan, plus an introduction to some tools that can be used to build one.
EUDAT & OpenAIRE Webinar: How to write a Data Management Plan - July 7, 2016|...EUDAT
| www.eudat.eu | 1st Session: July 7, 2016.
In this webinar, Sarah Jones (DCC) and Marjan Grootveld (DANS) talked through the aspects that Horizon 2020 requires from a DMP. They discussed examples from real DMPs and also touched upon the Software Management Plan, which for some projects can be a sensible addition
Similar to Research Data Management for Librarians at Oxford Brookes (20)
Ways to ensure “buy in” from the academics in the transition to digitised ass...Marieke Guy
Ways to ensure “buy in” from the academics in the transition to digitised assessments
Marieke Guy (Head of Digital Assessment) & Claudia Cox (Digital Assessment Advisor)
Uniwise partner meeting
2nd November 2023
The blandness is its formulaic style’: insights to help understand the impact...Marieke Guy
The blandness is its formulaic style’: insights to help understand the impact of AI on assessments
ChangeMakers AI Lunch & Learn sessions
Wednesday 1st November, 1-2pm
Redesigning assessments for a world with artificial intelligenceMarieke Guy
Redesigning assessments for a world with artificial intelligence presentation By Marieke Guy, Head of Digital Assessment, UCL
QAA Annual Conference, The Future of Quality: What’s Next?
Wednesday 13 September 2023
MCQs_ The joys of making your mind up.pdfMarieke Guy
Explore the benefits and challenges of using MCQs in both formative and summative assessment, and get practical guidance on designing good MCQs in AssessmentUCL.
4 March, 10.30am-11.30am. Online event.
Multiple choice questions have often had a bad rap in education, sometimes seen as assessing only lower level skills such as factual recall. However, with good question design this assessment approach can allow for testing of more complex cognitive processes. Add in the increasing sophistication of options offered by digital assessment platforms, which allow automatic grading and statistical analysis, and you can begin to significantly streamline your marking processes.
This workshop will explore the benefits and challenges of using MCQs in both formative and summative assessment and provide practical guidance on:
Constructing good MCQs
The range of MCQs available on digital platforms, focussing on AssessmentUCL.
There will be time for discussion and questions.
After attending this session, you will be able to:
Create worthwhile MCQs that test a range of learning outcomes.
Understand the range of MCQs available on digital platforms and how they can be used, focussing on AssessmentUCL.
Who should attend this session
All those engaged in teaching, assessment and the support of learning (academics, administrators, professional service colleagues).
Rubrics_ removing the glitch in the assessment matrix (1).pdfMarieke Guy
Rubrics bring together criteria, grades and feedback into a single scoring matrix. This session will explore how to design a good rubric and the benefits and potential challenges of using rubrics in assessments.
Would you like to increase reliability and consistency in marking, ensure alignment with intended learning outcomes and provide an efficient feedback mechanism for students? If so, this session on rubrics is for you.
Rubrics are a useful way of bringing together criteria, grades and feedback into a single scoring matrix to help streamline marking, provide transparency and support learners to understand how their performance will be judged.
This workshop will focus on the benefits and potential challenges of using rubrics in assessment within your subject area and provide practical guidance on:
How to design a good rubric
Creating and marking with rubrics in Assessment UCL
There will be opportunities for discussion and questions.
After attending this session, you will be able to:
Understand the benefits and potential challenges of using rubrics in assessment
Design an appropriate rubric for your assessments
Understand how to create and mark with rubrics in Assessment UCL
Who should attend this session
All those engaged in teaching, assessment and the support of learning (academics, administrators, professional service colleagues).
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
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.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
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.
6. Creating data: questions
What formats will you use?
- determined by the instruments / software you have to use
- common, widespread formats to enable reuse
How will you create your data?
- What methodologies and standards will you use?
- How will you address ethical concerns and protect participants?
- Will you control variations to provide quality assurance?
- What external data sets will you use?
(See the BL Social Science Collection guide to Management and Business studies datasets)
Create
7. Different formats are good for different things
- open, lossless formats are more sustainable e.g. rtf, xml, tif, wav
- proprietary and/or compressed formats are less preservable but
are often in widespread use e.g. doc, jpg, mp3
May choose one format for analysis then convert
to a standard format for preservation / sharing
Excellent guidance on creating data & managing ethics in:
www.data-archive.ac.uk/media/2894/managingsharing.pdf
Creating data: advice
Create
8. Documenting data: questions
What information do users need to understand the data?
- descriptions of all variables / fields and their values
- code labels, classification schema, abbreviations list
- information about the project and data creators
- tips on usage e.g. exceptions, quirks, questionable results
How will you capture this?
Are there standards you can use?
DocumentCreate
9. • How will you move data around?
• What about the security of data?
• Is there an appropriate RDM system in place
Using data: questions
UseDocumentCreate
10. • Restrict access to those who need to read/edit data
• Consider the data security implications or where you
store data and from which devices you access files
• Choose appropriate methods to transfer / share data
• filestores & encrypted media rather than email & Dropbox
Using data: advice
UseDocumentCreate
11. Storing data: questions
What is available to you?
What facilities do you need?
- remote access
- file sharing with colleagues
- high-levels of security
How will the data be backed up?
StoreUseDocumentCreate
12. Storing data: advice
Remember that all storage is fallible – need to back-up
- keep 2+ copies on different types of media in different locations
- manage back-ups (migrate media, test integrity)
Choose appropriate methods to transfer / share data
- email, dropbox, ftp, encrypted media, filestore, VREs...
StoreUseDocumentCreate
13. Sharing data: questions
A Panda and Bear story about datasharing –
http://www.youtube.com/watch?v=RVZbk3GEVSw
Does your funder expect you to share data?
Which data can be shared?
How will you share your data?
What do you get from sharing?
- citations, recognition...
StoreUseDocumentCreate Share
14. Reasons to share data
BENEFITS
Avoid duplication
Scientific integrity
More collaboration
Better research
More reuse & value
Increased citation
9-30% increase depending on e.g.
discipline (Piwowar et al, 2007, 2013)
DRIVERS
Public expectations
Government agenda
Content mining
― http://www.jisc.ac.uk/news/stories/2
012/03/textmining.aspx
RCUK Data Policy
― www.rcuk.ac.uk/research/Pages/Data
Policy.aspx
Oxford Brookes Policy
15. Sharing data: advice
Where possible, make your data
available via repositories, data centres
and structured databases
http://datacite.org/repolist http://databib.org/
RADAR: https://radar.brookes.ac.uk/
StoreUseDocumentCreate Share
16. Preserving data: questions
Are you required to preserve (or destroy) your data?
How will you select what to keep?
Is there somewhere you can archive your data?
How can you support the reuse of your data?
StoreUseDocumentCreate Share Preserve
17. Preserving data: advice
How to select and appraise research data:
www.dcc.ac.uk/resources/how-guides/appraise-select-research-data
How to licence research data
www.dcc.ac.uk/resources/how-guides/license-research-data
How to cite datasets and link to publications
www.dcc.ac.uk/resources/how-guides/cite-datasets
StoreUseDocumentCreate Share Preserve
19. Where did we start?
Traditionally have had a very devolved set-up
Schools (as was) largely responsible for own data storage –
some central provision but no consistency
Some subjects more experience in this area than others
Issues around hardcopy data and digital data – and the
move from one to the other
Have a wide range of data – samples, artefacts, datasets,
models, questionnaires, artworks etc etc
20. Why did we start?
(failed) JISC bid
Support from DCC
Centralisation of IT provision – establishment of OBIS
New Faculty structure with focus moved to subject
disciplines (lots of Departments)
Central support functions all in Directorates
Acknowledgement of weakness in support in this area
21. What did we do?
Set up Steering Group (chaired by Pro VC, Research and
Knowledge Exchange).
Agreed Research Data Management Policy in February
2013
Set up audit process – 2 Faculties already
audited, remaining 2 being completed by May 2013 – which
Rowena is going to talk about
Trying to work across support areas: RBDO, Learning
Resources, OBIS
Set up webpages with ‘stuff’ – revising over summer 2013
Trying to use existing solutions – linking with Oxford JISC
projects (DataStage, DataFlow etc; Neurohub)
Working with DCC on how to develop, pitfalls to avoid, kick-
off meetings for each of the audit processes
22. The business end.… What now?
Steering Group still meeting
Research Data Management Policy supported by an
operational document
Academic staff taking up instances of Neurohub at
Oxford Brookes
Working with DCC on DMP Online for Oxford Brookes
– just about to test this with two researchers at
Brookes who have received RCUK funding
Significant impact in terms of awareness-raising (not
so sure on practice changing – but noises being
made)
23. What about resources?
So far, no additional resource
Audits done within existing workloads
Policy developments, meetings with other
stakeholders done within existing workload
Real willingness to see how what we already have
can be developed to provide better support
Bought Converis – our CRIS system. Will use this or
our Repository to flag where completed research
data sits
Will use our Repository to hold completed data if not
held in national/international repository
24. Future scenario
Until December 2014, or later, no idea on money
available for central support ie QR
Need Faculties to flag up needs in Strategic Planning
round, to influence if money can be allocated for
support in Directorates
Using and developing existing expertise (IT Business
Partners; Subject Librarians; Research Managers;
RBDO)
Will the technology save us?
25. Data Audit Framework – the story so
far
October 2011 DCC consultancy starts
Faculty of Health and Life Sciences - ran a pilot for Digital Audit
Framework (DAF)
January 2012 - DCC conducted introductory workshop – research
staff, research support staff , librarians, OBIS business partners
March– June 2012 - 30 research active staff interviewed – different
roles, different departments
26. The PILOT Audit - How did we do it?
Team of interviewers – research support staff in faculty, Sarah
Taylor from RBDO, RR, and 1 other.
• Associate Dean RKT gave us names of staff to be interviewed
which were distributed amongst interviewers.
• Pre meeting with interviewers then left to setup meeting with
researcher
• Once fixed a date – send out pre-interview information just to
prepare them for the sort of questions we were going to ask
28. The Results
• Structured interview – recorded within Google form, Usually
conducted in researcher’s office
The Interview
• Google can be exported to excel
• Aim to genuinely help researchers
What do you see as the top 3 priorities for services that could help
you benefit from more effective data management?
Policy / Guidelines on research data management? 38%
Training? 38%
Storage, backup and access services? 85%
Preservation, archiving and sharing 69%
Other 4%
Note: People may select more than one checkbox, so percentages may add up to more than
100%.
29. Where are we now?
September – December 2012 – Faculty of Technology,
Design and the Environment
Introductory meeting facilitated by DCC for research staff
and support staff. Invited subject librarians to come along
and get involved in interviewing
4 subject librarians became interviewers, 2 OBIS, 2 from
Faculty Research Support, Sarah and myself
28 interviews conducted
January- June 2013 Faculty of Humanities and Social
Sciences, Faculty of Business
Introductory meeting facilitated by DCC
7 subject librarians
Thanks to all who have helped with interviews
30. What Next?
Data Audit Framework
Consider output from interviews – July – Help needed
Ongoing involvement
Research Data Management Policy – what does it say?
RADAR – a place to signpost and store and make openly available research
data
Communication – web pages – work with RBDO, DMP online
http://www.brookes.ac.uk/res/support/staff/managing_data/index_html
Collaborating with OBIS – data storage and backup , Oxford University,
DCC, - DMP online
Subject Librarians – a role for you?
33. Data Management Planning
DMPs are written at the start of a project to define:
What data will be collected or created?
How the data will be documented and described?
Where the data will be stored?
Who will be responsible for data security and backup?
Which data will be shared and/or preserved?
How the data will be shared and with whom?
34. Why develop a DMP?
DMPs are often submitted with grant applications, but
are useful whenever researchers are creating data.
They can help researchers to:
Make informed decisions to anticipate & avoid problems
Avoid duplication, data loss and security breaches
Develop procedures early on for consistency
Ensure data are accurate, complete, reliable and secure
35. Which funders require a DMP?
www.dcc.ac.uk/resources/policy-and-legal/ overview-funders-data-policies
36. What do research funders want?
A brief plan submitted in grant applications, and in the
case of NERC, a more detailed plan once funded
1-3 sides of A4 as attachment or a section in Je-S form
Typically a prose statement covering suggested themes
Outline data management and sharing plans, justifying
decisions and any limitations
37. Five common themes / questions
Description of data to be collected / created
(i.e. content, type, format, volume...)
Standards / methodologies for data collection & management
Ethics and Intellectual Property
(highlight any restrictions on data sharing e.g. embargoes, confidentiality)
Plans for data sharing and access
(i.e. how, when, to whom)
Strategy for long-term preservation
38. A useful framework to get started
Think about why
the questions are
being asked
Look at examples
to get an idea of
what to include
www.icpsr.umich.edu/icpsrweb/content/datamanagement/dmp/framework.html
39. Help from the DCC
https://dmponline.dcc.ac.uk
www.dcc.ac.uk/resources/how-guides/develop-data-plan
40. How DMPonline works
Create a plan
based on
relevant
funder /
institutional
templates...
...and then
answer the
questions
using the
guidance
provided
42. Exercise: DMP checklist
Imagine that you have been called in by a researcher for a
meeting about writing a DMP.
Go through DCC’s Data Management Plan checklist
What are the five things your researcher is going to have
most difficulty with? Explain why you choose each item.
43. Tips to share: writing DMPs
Keep it simple, short and specific
Seek advice - consult and collaborate
Base plans on available skills and support
Make sure implementation is feasible
Justify any resources or restrictions needed
Also see: http://www.youtube.com/watch?v=7OJtiA53-Fk
44. Supporting researchers with DMPs
Various types of support could be provided by libraries:
Guidelines and templates on what to include in plans
Example answers, guidance and links to local support
A library of successful DMPs to reuse
Training courses and guidance websites
Tailored consultancy services
Online tools (e.g. customised DMPonline)
46. Possible Library RDM roles
Leading on local (institutional) data policy
Bringing data into undergraduate research-based learning
Teaching data literacy to postgraduate students
Developing researcher data awareness
Providing advice, e.g. on writing DMPs or advice on RDM within a project
Explaining the impact of sharing data, and how to cite data
Signposting who in the University to consult in relation to a particular question
Auditing to identify data sets for archiving or RDM needs
Developing and managing access to data collections
Documenting what datasets an institution has
Developing local data curation capacity
Promoting data reuse by making known what is available
RDMRose Lite
47. Activity 1.3.1 Potential RDM roles for
LIS professionals
What could you do tomorrow?
Which roles fit best with how you work now /
existing professional practices?
Which roles might the library wish to avoid taking
on?
Sep-2012
Learning material
produced by RDMRose
http://www.sheffield.ac
.uk/is/research/project
s/rdmrose
48. Why should libraries support RDM?
RDM requires the input of all support services, but
libraries are taking the lead in the UK – why?
― existing data and open access leadership roles
― often run publication repositories
― have good relationships with researchers
― proven liaison and negotiation skills
― knowledge of information management, metadata etc
― highly relevant skill set
49. How are libraries engaging in RDM?
Library
IT
Research
Office
The library is leading on most DCC institutional engagements.
They are involved in:
defining the institutional strategy
developing RDM policy
delivering training courses
helping researchers to write DMPs
advising on data sharing and citation
setting up data repositories
...
www.dcc.ac.uk/community/institutional-engagements
50. An exciting opportunity
Leadership
Providing tools and support
Advocacy and training
Developing data informatics capacity & capability
“Researchers need help to manage
their data. This is a really exciting
opportunity for libraries….”
Liz Lyon, VALA 2012
51. Exercise: skills to support RDM
Based on the activities we discussed earlier, consider who
may have relevant skills or expertise to share.
You have 15 minutes
Activity Library IT Services
(OBIS)
Research Support Other
Copyright
Data citation
Information
literacy
Data storage
Digital
preservation
Metadata
53. Feedback
Has the event met your expectations?
― If not, what would you have liked to see more / less of?
Was the content useful?
Did you like the mix of exercises?
54. Acknowledgement
Ideas and content have been taken from various courses:
― Skills matrix, ADMIRe project, University of Nottingham
http://admire.jiscinvolve.org/wp/2012/09/18/rdmnottingham-training-event
― DIY Training Kit for Librarians, University of Edinburgh
http://datalib.edina.ac.uk/mantra/libtraining.html
― Managing your research data, Research360, University of Bath
http://opus.bath.ac.uk/32296
― RDMRose Lite, University of Sheffield
http://rdmrose.group.shef.ac.uk/?page_id=364
― RoaDMaP training materials, University of Leeds
http://library.leeds.ac.uk/roadmap-project-outputs
― SupportDM modules, University of East London
http://www.uel.ac.uk/trad/outputs/resources
Editor's Notes
For this we are just going to show the first 3 minutes of this video as we think most of you already know this and there is more information in the handbook
Angus going to talk about Data Management Planning
Just stick to showing this slide
Split into 3 groups to discuss this. Report back hopefully get a feel for different problems in different subject disciplines (5 mins then coffee)If coffee has arrived, grab a cup, report back in 10 mins. Bit of flexibility.Marieke and Angus to manage reporting back
Helen and Rowena to manage reporting after exercise
Marieke to present from here
Use more detailed matrix from handbook or Oxford Brookes matrixReporting back – Helen/Rowena to manageComplete Oxford Brookes Matrix