Why Should You Join The Mobile Revolution?
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Automated Engineering of Domain-Specific Metamorphic Testing Environments
Automated Engineering of Domain-Specific Metamorphic Testing EnvironmentsPablo Gómez Abajo Context. Testing is essential to improve the correctness of software systems. Metamorphic testing (MT) is an approach especially suited when the system under test lacks oracles, or they are expensive to compute. However, building an MT environment for a particular domain (e.g., cloud simulation, model transformation, machine learning) requires substantial effort.
Objective. Our goal is to facilitate the construction of MT environments for specific domains.
Method. We propose a model-driven engineering approach to automate the construction of MT environments. Starting from a meta-model capturing the domain concepts, and a description of the domain execution environment, our approach produces an MT environment featuring comprehensive support for the MT process. This includes the definition of domain-specific metamorphic relations, their evaluation, detailed reporting of the testing results, and the automated search-based generation of follow-up test cases.
Results. Our method is supported by an extensible platform for Eclipse, called Gotten. We demonstrate its effectiveness by creating an MT environment for simulation-based testing of data centres and comparing with existing tools; its suitability to conduct MT processes by replicating previous experiments; and its generality by building another MT environment for video streaming APIs.
Conclusion. Gotten is the first platform targeted at reducing the development effort of domain-specific MT environments. The environments created with Gotten facilitate the specification of metamorphic relations, their evaluation, and the generation of new test cases.
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Learn how Milvus and Feast can be used together to scale vector search and easily declare views for retrieval using open source. We’ll demonstrate how to integrate Milvus with Feast to build a customized RAG pipeline.
Topics Covered
- Leverage Feast for dynamic metadata and document storage and retrieval, ensuring that the correct data is always available at inference time
- Learn how to integrate Feast with Milvus to support vector-based retrieval in RAG systems
- Use Milvus for fast, high-dimensional similarity search, enhancing the retrieval phase of your RAG model
SAP Automation with UiPath: SAP Test Automation - Part 5 of 8
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Topics to be covered:
Learn about SAP test automation and why it's important for testing.
UiPath Overview: Learn how UiPath can make your SAP testing easier and faster.
Test Manager: Learn about the key advantages of automating your SAP tests, including increased accuracy and reduced time.
Best Practices: Get practical tips on how to use and improve test automation with UiPath.
Real-World Examples: Demonstration on how organizations have successfully leveraged UiPath for SAP test automation.
GDG Cloud Southlake #41: Shay Levi: Beyond the Hype:How Enterprises Are Using AI
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Webinar Abstract:
AI promises to revolutionize enterprises - but what’s actually working in the real world? In this session, we cut through the noise and share practical, real-world AI implementations that deliver results. Learn how leading enterprises are solving their most complex AI challenges in hours, not months, while keeping full control over security, compliance, and integrations. We’ll break down key lessons, highlight recent use cases, and show how Unframe’s Turnkey Enterprise AI Platform is making AI adoption fast, scalable, and risk-free.
Join the session to get actionable insights on enterprise AI - without the fluff.
Bio:
Shay Levi is the Co-Founder and CEO of Unframe, a company redefining enterprise AI with scalable, secure solutions. Previously, he co-founded Noname Security and led the company to its $500M acquisition by Akamai in just four years. A proven innovator in cybersecurity and technology, he specializes in building transformative solutions.
Getting the Best of TrueDEM – April News & Updates
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Boost your Microsoft 365 experience with OfficeExpert TrueDEM! Join the April webinar for a deep dive into recent and upcoming features and functionalities of OfficeExpert TrueDEM. We’ll showcase what’s new and use practical application examples and real-life scenarios, to demonstrate how to leverage TrueDEM to optimize your M365 environment, troubleshoot issues, improve user satisfaction and productivity, and ultimately make data-driven business decisions.
These sessions will be led by our team of product management and consultants, who interact with customers daily and possess in-depth product knowledge, providing valuable insights and expert guidance.
What you’ll take away
- Updates & info about the latest and upcoming features of TrueDEM
- Practical and realistic applications & examples for troubelshooting or improving your Microsoft Teams & M365 environment
- Use cases and examples of how our customers use TrueDEM
Generative AI & Telco track at AMLD 2024
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