Query tuning in the Cloud - Grant Fritchey
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Presentation from Grant Fritchey at SQL In The City US Tour 2013.
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March 15, 2023, 6:59 AM: a MongoDB cluster collapses. Tough luck, this cluster contains 95% of user data and is absolutely vital for even minimal operation of our application. To worsen matters, this cluster is 7 years behind on versions, is not scalable, and barely observable. Furthermore, even the data model would quickly raise eyebrows: applications communicating with each other by reading/writing in the same MongoDB documents, documents reaching the maximum limit of 16MiB with hundreds of levels of nesting, and so forth. The incident will last several days and result in the loss of many users. We've seen better scenarios.
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De l'IA comme plagiat à la rédaction d'une « charte IA » à l'université
L'IA connaît une croissance rapide et son intégration dans le domaine éducatif soulève de nombreuses questions. Aujourd'hui, nous explorerons comment les étudiants utilisent l'IA, les perceptions des enseignants à ce sujet, et les mesures possibles pour encadrer ces usages.
Constat Actuel
L'IA est de plus en plus présente dans notre quotidien, y compris dans l'éducation. Certaines universités, comme Science Po en janvier 2023, ont interdit l'utilisation de l'IA, tandis que d'autres, comme l'Université de Prague, la considèrent comme du plagiat. Cette diversité de positions souligne la nécessité urgente d'une réponse institutionnelle pour encadrer ces usages et prévenir les risques de triche et de plagiat.
Enquête Nationale
Pour mieux comprendre ces dynamiques, une enquête nationale intitulée "L'IA dans l'enseignement" a été réalisée. Les auteurs de cette enquête sont Le Sphynx (sondage) et Compilatio (fraude académique). Elle a été diffusée dans les universités de Lyon et d'Aix-Marseille entre le 21 juin et le 15 août 2023, touchant 1242 enseignants et 4443 étudiants. Les questionnaires, conçus pour étudier les usages de l'IA et les représentations de ces usages, abordaient des thèmes comme les craintes, les opportunités et l'acceptabilité.
Résultats de l'Enquête
Les résultats montrent que 55 % des étudiants utilisent l'IA de manière occasionnelle ou fréquente, contre 34 % des enseignants. Cependant, 88 % des enseignants pensent que leurs étudiants utilisent l'IA, ce qui pourrait indiquer une surestimation des usages. Les usages identifiés incluent la recherche d'informations et la rédaction de textes, bien que ces réponses ne puissent pas être cumulées dans les choix proposés.
Analyse Critique
Une analyse plus approfondie révèle que les enseignants peinent à percevoir les bénéfices de l'IA pour l'apprentissage, contrairement aux étudiants. La question de savoir si l'IA améliore les notes sans développer les compétences reste débattue. Est-ce un dopage académique ou une opportunité pour un apprentissage plus efficace ?
Acceptabilité et Éthique
L'enquête révèle que beaucoup d'étudiants jugent acceptable d'utiliser l'IA pour rédiger leurs devoirs, et même un quart des enseignants partagent cet avis. Cela pose des questions éthiques cruciales : copier-coller est-il tricher ? Utiliser l'IA sous supervision ou pour des traductions est-il acceptable ? La réponse n'est pas simple et nécessite un débat ouvert.
Propositions et Solutions
Pour encadrer ces usages, plusieurs solutions sont proposées. Plutôt que d'interdire l'IA, il est suggéré de fixer des règles pour une utilisation responsable. Des innovations pédagogiques peuvent également être explorées, comme la création de situations de concurrence professionnelle ou l'utilisation de détecteurs d'IA.
Conclusion
En conclusion, bien que l'étude présente des limites, elle souligne un besoin urgent de régulation. Une charte institutionnelle pourrait fournir un cadre pour une utilisation éthique.
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• How to embrace using Azure Kubernetes Services (AKS) in your deployment pipeline
• Deploying your entire pipeline as and when it is needed from Dev to Prod saving your organisation money
Database upgrades and data in general are often the most complicated part of your deployment process, so having a robust deployment path and checks before getting to production is very important.
The demos will showcase practical solutions that can help you and your team bring DevOps to your database using SQL Source Control, infrastructure as code, docker containers and SQL Change Automation – all leading up to a fully automated test and deployment process.
This will be a fun-filled fast paced hour and you will learn some new skills which will bring immediate benefit to your organization.
How to Pitch a Software Development Initiative and Ignite Culture Change
You’ve got a great idea for transforming software development or IT processes in your organization, but you’re not sure how to get buy-in from key stakeholders, or how to change your company culture.
In this session, Microsoft MVP Ike Ellis will draw on his experience as a consultant and leader in software development to give you real-world tips to define, shape, and share your pitch successfully. Whether you are launching a revolutionary new initiative or expanding an existing effort to improve your software development, Ike’s tips will help you create a plan to effect change in your teams.
Taming the Wild West
How Standard Bank overcame technical and cultural challenges to implement database CI/CD!
Redgate’s Grant Fritchey talks to James Grant from Standard Bank about implementing continuous integration and continuous deployment to their databases. Join us to hear about the challenges they faced along the way, how they overcame them, and the benefits they’re now seeing. In this session you’ll learn about:
• Addressing management concerns such as the high cost of failure, protecting business-critical data, and difficulty tracking changes
• Overcoming resistance to change in the teams and getting change past the “old guard”
• Brown-field vs green-field CI/CD pipelines and the technical challenges of bringing existing database solutions onto a pipeline
• Using database unit testing as more than just a way to limit bugs and errors
Standardize Database Development Across your Organization in 4 Key Steps
In the increasingly demanding world of software delivery, IT teams are feeling the pressure to deliver value to customers quicker than ever, often at odds with their day-to-day demands. Then there’s the database, which is still perceived as a bottleneck in the development process.
Discover how adopting 4 steps will lay your foundations for automation and compliant database DevOps. Speeding up and simplifying team-based database development, allowing your IT teams to improve collaboration and free up their time to innovate, add value and focus on more enjoyable work.
Adopt version control
Introduce dedicated development environments
Standardize coding styles
Adopt unit testing for the database
Data Privacy Next Steps -Compliant Database DevOps
The document discusses adopting a compliant database DevOps framework. It notes current issues like developers sharing databases and using copy-down production data. It then introduces the Redgate Compliant Database DevOps solution to increase agility, ensure code quality, remove bottlenecks, and safeguard data. Benefits include team-based development, consistent code, and preventing breaches. Next steps are to contact Redgate sales or learn more about their DevOps solution on their website.
Plus de Red Gate Software (20)
Mizuho Financial: Launching our Database DevOps journey
Mizuho Financial: Launching our Database DevOps journey
Key findings from the 2020 state of database dev ops report
Key findings from the 2020 state of database dev ops report
Quality in Software Development: Anglia Ruskin University
Quality in Software Development: Anglia Ruskin University
How SQL Change Automation helps you deliver value faster
How SQL Change Automation helps you deliver value faster
Successfully migrating existing databases to Azure
Successfully migrating existing databases to Azure
The Ultimate Guide to Choosing and Implementing the Right Monitoring Tool
The Ultimate Guide to Choosing and Implementing the Right Monitoring Tool
Everything You Need to Know About the 2019 DORA Accelerate State of DevOps Re...
Everything You Need to Know About the 2019 DORA Accelerate State of DevOps Re...
Using Redgate, AKS and Azure to bring DevOps to your database
Using Redgate, AKS and Azure to bring DevOps to your database
Using Redgate, AKS and Azure to bring DevOps to your Database
Using Redgate, AKS and Azure to bring DevOps to your Database
How to Pitch a Software Development Initiative and Ignite Culture Change
How to Pitch a Software Development Initiative and Ignite Culture Change
Standardize Database Development Across your Organization in 4 Key Steps
Standardize Database Development Across your Organization in 4 Key Steps
Data Privacy Next Steps -Compliant Database DevOps
Data Privacy Next Steps -Compliant Database DevOps
Dernier
MongoDB in a scale-up: how to get away from a monolithic hell — MongoDB Paris...
This is the slide deck of a talk by Alexis "Horgix" Chotard and Laurentiu Capatina presented at the MongoDB Paris User Group in June 2024 about the feedback on how PayFit move away from a monolithic hell of a self-hosted MongoDB cluster to managed alternatives. Pitch below.
March 15, 2023, 6:59 AM: a MongoDB cluster collapses. Tough luck, this cluster contains 95% of user data and is absolutely vital for even minimal operation of our application. To worsen matters, this cluster is 7 years behind on versions, is not scalable, and barely observable. Furthermore, even the data model would quickly raise eyebrows: applications communicating with each other by reading/writing in the same MongoDB documents, documents reaching the maximum limit of 16MiB with hundreds of levels of nesting, and so forth. The incident will last several days and result in the loss of many users. We've seen better scenarios.
Let's explore how PayFit found itself in this hellish situation and, more importantly, how we managed to overcome it!
On the agenda: technical stabilization, untangling data models, breaking apart a Single Point of Failure (SPOF) into several elements with a more restricted blast radius, transitioning to managed services, improving internal accesses, regaining control over risky operations, and ultimately, approaching a technical migration when it impacts all development teams.
De l'IA comme plagiat à la rédaction d'une « charte IA » à l'université
L'IA connaît une croissance rapide et son intégration dans le domaine éducatif soulève de nombreuses questions. Aujourd'hui, nous explorerons comment les étudiants utilisent l'IA, les perceptions des enseignants à ce sujet, et les mesures possibles pour encadrer ces usages.
Constat Actuel
L'IA est de plus en plus présente dans notre quotidien, y compris dans l'éducation. Certaines universités, comme Science Po en janvier 2023, ont interdit l'utilisation de l'IA, tandis que d'autres, comme l'Université de Prague, la considèrent comme du plagiat. Cette diversité de positions souligne la nécessité urgente d'une réponse institutionnelle pour encadrer ces usages et prévenir les risques de triche et de plagiat.
Enquête Nationale
Pour mieux comprendre ces dynamiques, une enquête nationale intitulée "L'IA dans l'enseignement" a été réalisée. Les auteurs de cette enquête sont Le Sphynx (sondage) et Compilatio (fraude académique). Elle a été diffusée dans les universités de Lyon et d'Aix-Marseille entre le 21 juin et le 15 août 2023, touchant 1242 enseignants et 4443 étudiants. Les questionnaires, conçus pour étudier les usages de l'IA et les représentations de ces usages, abordaient des thèmes comme les craintes, les opportunités et l'acceptabilité.
Résultats de l'Enquête
Les résultats montrent que 55 % des étudiants utilisent l'IA de manière occasionnelle ou fréquente, contre 34 % des enseignants. Cependant, 88 % des enseignants pensent que leurs étudiants utilisent l'IA, ce qui pourrait indiquer une surestimation des usages. Les usages identifiés incluent la recherche d'informations et la rédaction de textes, bien que ces réponses ne puissent pas être cumulées dans les choix proposés.
Analyse Critique
Une analyse plus approfondie révèle que les enseignants peinent à percevoir les bénéfices de l'IA pour l'apprentissage, contrairement aux étudiants. La question de savoir si l'IA améliore les notes sans développer les compétences reste débattue. Est-ce un dopage académique ou une opportunité pour un apprentissage plus efficace ?
Acceptabilité et Éthique
L'enquête révèle que beaucoup d'étudiants jugent acceptable d'utiliser l'IA pour rédiger leurs devoirs, et même un quart des enseignants partagent cet avis. Cela pose des questions éthiques cruciales : copier-coller est-il tricher ? Utiliser l'IA sous supervision ou pour des traductions est-il acceptable ? La réponse n'est pas simple et nécessite un débat ouvert.
Propositions et Solutions
Pour encadrer ces usages, plusieurs solutions sont proposées. Plutôt que d'interdire l'IA, il est suggéré de fixer des règles pour une utilisation responsable. Des innovations pédagogiques peuvent également être explorées, comme la création de situations de concurrence professionnelle ou l'utilisation de détecteurs d'IA.
Conclusion
En conclusion, bien que l'étude présente des limites, elle souligne un besoin urgent de régulation. Une charte institutionnelle pourrait fournir un cadre pour une utilisation éthique.
Ouvrez la porte ou prenez un mur (Agile Tour Genève 2024)
(Conférence dessinée)
Vous êtes certainement à l’origine, ou impliqué, dans un changement au sein de votre organisation. Et peut être que cela ne se passe pas aussi bien qu’attendu…
Depuis plusieurs années, je fais régulièrement le constat de l’échec de l’adoption de l’Agilité, et plus globalement de grands changements, dans les organisations. Je vais tenter de vous expliquer pourquoi ils suscitent peu d'adhésion, peu d’engagement, et ils ne tiennent pas dans le temps.
Heureusement, il existe un autre chemin. Pour l'emprunter il s'agira de cultiver l'invitation, l'intelligence collective , la mécanique des jeux, les rites de passages, .... afin que l'agilité prenne racine.
Vous repartirez de cette conférence en ayant pris du recul sur le changement tel qu‘il est généralement opéré aujourd’hui, et en ayant découvert (ou redécouvert) le seul guide valable à suivre, à mon sens, pour un changement authentique, durable, et respectueux des individus! Et en bonus, 2 ou 3 trucs pratiques!
Le Comptoir OCTO - Qu’apporte l’analyse de cycle de vie lors d’un audit d’éco...
Par Nicolas Bordier (Consultant numérique responsable @OCTO Technology) et Alaric Rougnon-Glasson (Sustainable Tech Consultant @OCTO Technology)
Sur un exemple très concret d’audit d’éco-conception de l’outil de bilan carbone C’Bilan développé par ICDC (Caisse des dépôts et consignations) nous allons expliquer en quoi l’ACV (analyse de cycle de vie) a été déterminante pour identifier les pistes d’actions pour réduire jusqu'à 82% de l’empreinte environnementale du service.
Vidéo Youtube : https://www.youtube.com/watch?v=7R8oL2P_DkU
Compte-rendu :
Le support de présentation des Signaux 2024
Découvrez le support de présentation des Signaux 2024, la conférence des grandes tendances de l'innovation et du numérique.
Dernier (6)
MongoDB in a scale-up: how to get away from a monolithic hell — MongoDB Paris...
MongoDB in a scale-up: how to get away from a monolithic hell — MongoDB Paris...
De l'IA comme plagiat à la rédaction d'une « charte IA » à l'université
De l'IA comme plagiat à la rédaction d'une « charte IA » à l'université
Ouvrez la porte ou prenez un mur (Agile Tour Genève 2024)
Ouvrez la porte ou prenez un mur (Agile Tour Genève 2024)
Le Comptoir OCTO - Qu’apporte l’analyse de cycle de vie lors d’un audit d’éco...
Le Comptoir OCTO - Qu’apporte l’analyse de cycle de vie lors d’un audit d’éco...
Query tuning in the Cloud - Grant Fritchey
- 3. Grant Fritchey Get in touch scarydba.com grant@scarydba.com @gfritchey
- 7. » »
- 8. Tools for Query Tuning
- 9. »
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- 19. Resources
- 20. Grant Fritchey Get in touch scarydba.com grant@scarydba.com @gfritchey