GlueCon 2015 - Publish your SQL data as web APIs

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This document discusses publishing SQL data as web APIs. It introduces the presenter and their background working with REST APIs and web frameworks. It then outlines three common use cases for exposing SQL data via REST APIs: allowing citizens to integrate data, opening data to other applications, and providing global access. The document raises concerns about caching, latency, scalability, and querying that APIs may need to address and provides examples of API caching and high availability solutions. It also briefly describes some existing API framework and platform options for building APIs with different levels of control, cost, and time to deployment.

Technology

Publish your
SQL Data
as Web APIs
Presented by Jérôme Louvel, Chief Geek

About me
● Created Restlet Framework, first REST framework in 2004
● Contributor to “RESTful Web Services” (O’Reilly, 2007)
● Member of the JAX-RS 1.0 expert group (2007 - 2009)
● Co-author of “Restlet in Action” (Manning, 2012)
● InfoQ editor covering Web APIs since 2014
● CEO & Founder of Restlet, Web API platform vendor

1 | Use Case: Citizen Integrator
SQL
data

2 | Use Case: Open Data
Other
DB
SQL
data

3 | Use Case: Global Access
United States
Australia
Germany
Japan
United Kingdom
Brazil
India
Canada
SQL
data

1 | Use Case: Citizen Integrator
SQL
data
REST
API

2 | Use Case: Open Data
SQL
data
REST
API
Other
DB

3 | Use Case: Global Access
SQL
data
REST
API
United States
Australia
Germany
Japan
United Kingdom
Brazil
India
Canada

CONCERNS
caching
latenc
HA
scalability
paging,
sorting,
filtering,
querying...

Some Products Available
API frameworks
● open source
● high level of control
● need skills / time
Enterprise API Product
● powerful / complex /expensive
● on-premises deployment
● longer time to deployment
API PaaS
● self-service / cloud based
● built-in API [and DB] hosting
● shorter development cycle

As a product grows, and the infrastructure becomes more complex, the Operations team traditionally shoulders the burden of maintaining this infrastructure while deploying code from Software Engineers. Code is sometimes given to Operations with little to no information regarding how it should run or what the criteria for successful deployment is. This is not due to lack of caring, Software Engineers often lack the context themselves to provide production deployment instructions. To Software Engineers, production can be like a walled off city, filled with pathways and rooms not to be explored, guarded by Operations. This presentation aims to provide a solution to this problem. We will address how the traditional separation of Operations and Software Engineers slows innovation, and redefine their relationship -- blending responsibilities. We will examine the transition of two real teams, an Operations team and Engineering team, from complete isolation, to closer environments through virtual machines, to one cloud environment shared by all and managed with CloudFormation.

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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

GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024

Neo4j

Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf

Malak Abu Hammad

Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers: * What is Vector Search? * Importance and benefits of vector search * Practical use cases across various industries * Step-by-step implementation guide * Live demos with code snippets * Enhancing LLM capabilities with vector search * Best practices and optimization strategies Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications. #MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology

Removing Uninteresting Bytes in Software Fuzzing

Aftab 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.

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innovationoecd

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danishmna97

Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI

Vladimir 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

20240609 QFM020 Irresponsible AI Reading List May 2024

Matthew Sinclair

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GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...

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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.

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For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/ Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit. In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing. van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.

TrustArc Webinar - 2024 Global Privacy Survey

TrustArc

How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024? In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores. See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe. This webinar will review: - The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey - The top challenges for privacy leaders, practitioners, and organizations in 2024 - Key themes to consider in developing and maintaining your privacy program

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1. Publish your SQL Data as Web APIs Presented by Jérôme Louvel, Chief Geek

2. About me ● Created Restlet Framework, first REST framework in 2004 ● Contributor to “RESTful Web Services” (O’Reilly, 2007) ● Member of the JAX-RS 1.0 expert group (2007 - 2009) ● Co-author of “Restlet in Action” (Manning, 2012) ● InfoQ editor covering Web APIs since 2014 ● CEO & Founder of Restlet, Web API platform vendor

4. DATA

5. Citizen Integrator

6. 1 | Use Case: Citizen Integrator SQL data

8. 2 | Use Case: Open Data Other DB SQL data

9. Global Access

10. 3 | Use Case: Global Access United States Australia Germany Japan United Kingdom Brazil India Canada SQL data

11.

12. Synchronize SQL to the cloud ?

13.

14. 1 | Use Case: Citizen Integrator SQL data REST API

15. 2 | Use Case: Open Data SQL data REST API Other DB

16. 3 | Use Case: Global Access SQL data REST API United States Australia Germany Japan United Kingdom Brazil India Canada

17. Let’s build our own API!

18. CONCERNS caching latenc HA scalability paging, sorting, filtering, querying...

19. Too much traffic? API caching!

20. Latency, you said?

21. 5 nine high availability

22. Scalability

23. paging queries filtering sorting

24. Generic API Custom API

25.

26. IPs API

27. Secure tunnel

28. cloud & enterprise,

29. Some Products Available API frameworks ● open source ● high level of control ● need skills / time Enterprise API Product ● powerful / complex /expensive ● on-premises deployment ● longer time to deployment API PaaS ● self-service / cloud based ● built-in API [and DB] hosting ● shorter development cycle

30. APISpark - Project creation

31. APISpark - Entity Store

32. APISpark - Web API exported

33. DATA

34. Thank you Q&A