Design Patterns - Factory Method & Abstract Factory
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The document discusses creational design patterns, specifically the Factory Method and Abstract Factory patterns, highlighting their purposes, applications, and advantages. It emphasizes the importance of abstraction in object creation and how these patterns facilitate flexible design and object management. The presentation includes UML diagrams and Java code samples to illustrate the concepts.
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Gordon Cooper, Principal Product Manager at Synopsys, presents the “Key Requirements to Successfully Implement Generative AI in Edge Devices—Optimized Mapping to the Enhanced NPX6 Neural Processing Unit IP” tutorial at the May 2025 Embedded Vision Summit.
In this talk, Cooper discusses emerging trends in generative AI for edge devices and the key role of transformer-based neural networks. He reviews the distinct attributes of transformers, their advantages over conventional convolutional neural networks and how they enable generative AI.
Cooper then covers key requirements that must be met for neural processing units (NPU) to support transformers and generative AI in edge device applications. He uses transformer-based generative AI examples to illustrate the efficient mapping of these workloads onto the enhanced Synopsys ARC NPX NPU IP family.
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Connecting Data and Intelligence: The Role of FME in Machine Learning
Connecting Data and Intelligence: The Role of FME in Machine LearningSafe Software In this presentation, we want to explore powerful data integration and preparation for Machine Learning. FME is known for its ability to manipulate and transform geospatial data, connecting diverse data sources into efficient and automated workflows. By integrating FME with Machine Learning techniques, it is possible to transform raw data into valuable insights faster and more accurately, enabling intelligent analysis and data-driven decision making.
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The Future of Technology: 2025-2125 by Saikat Basu.pdf
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From Manual to Auto Searching- FME in the Driver's Seat
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OpenPOWER Foundation & Open-Source Core Innovations
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War_And_Cyber_3_Years_Of_Struggle_And_Lessons_For_Global_Security.pdf
War_And_Cyber_3_Years_Of_Struggle_And_Lessons_For_Global_Security.pdfbiswajitbanerjee38 Russia is one of the most aggressive nations when it comes to state coordinated cyberattacks — and Ukraine has been at the center of their crosshairs for 3 years. This report, provided the State Service of Special Communications and Information Protection of Ukraine contains an incredible amount of cybersecurity insights, showcasing the coordinated aggressive cyberwarfare campaigns of Russia against Ukraine.
It brings to the forefront that understanding your adversary, especially an aggressive nation state, is important for cyber defense. Knowing their motivations, capabilities, and tactics becomes an advantage when allocating resources for maximum impact.
Intelligence shows Russia is on a cyber rampage, leveraging FSB, SVR, and GRU resources to professionally target Ukraine’s critical infrastructures, military, and international diplomacy support efforts.
The number of total incidents against Ukraine, originating from Russia, has steadily increased from 1350 in 2021 to 4315 in 2024, but the number of actual critical incidents has been managed down from a high of 1048 in 2022 to a mere 59 in 2024 — showcasing how the rapid detection and response to cyberattacks has been impacted by Ukraine’s improved cyber resilience.
Even against a much larger adversary, Ukraine is showcasing outstanding cybersecurity, enabled by strong strategies and sound tactics. There are lessons to learn for any enterprise that could potentially be targeted by aggressive nation states.
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This presentation demonstrates how CurieTech AI’s purpose-built agents empower MuleSoft developers to create integration workflows faster, more accurately, and with less manual effort
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“Key Requirements to Successfully Implement Generative AI in Edge Devices—Opt...
“Key Requirements to Successfully Implement Generative AI in Edge Devices—Opt...Edge AI and Vision Alliance
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Design Patterns - Factory Method & Abstract Factory
- 1. Factory Method & Abstract Factory Eng. Guillermo Salazar Co-Founder Senzil S.R.L. Senior Software Engineer September 2016 Design Pattern Series 1
- 2. Agenda • Why Creational Patterns? • Factory Method – Purpose / Applies When… – UML – Sample in Java • Abstract Factory – Purpose / Applies When… – UML – Sample in Java • Summary • Q & A 2 / 15www.senzil.com
- 3. Why Creational Patterns? Why is recommended to Use Creational Design Patterns? 3 / 15www.senzil.com
- 4. Why Creational Patterns? – Abstract the instantiation process (it sometimes could be very complicated) – Encapsulate knowledge about which concrete classes the system is using. – Flexible the what, who, how and when the object are created. – Be an independent the way create, compose, and represent the objects. TO 4 / 15www.senzil.com
- 5. Factory Method - Purpose It defines an interface to create an object, but it does not create the object. It delegates on all subclasses, which object will be created. This class (an interface or an abstract class) does NOT know about any concrete class (only the super class). 5 / 15www.senzil.com
- 6. Factory Method - Applies when… • You have more than one class sharing the same parent class. • It is not possible to know, the concrete class to create in the compile time. • You do NOT want to have infinite statements IF / ELSE to create objects. 6 / 15www.senzil.com
- 7. Factory Method - UML 7 / 15www.senzil.com
- 8. Factory Method – Sample Code Show Java code in Eclipse… 8 / 15www.senzil.com
- 9. Abstract Factory - Purpose • It defines an interface to create object's families, but it doesn't create the objects. • The objects are called family, because all of them are related. • This class (an interface or an abstract class) does NOT know about any concrete class (only the super class). 9 / 15www.senzil.com
- 10. Abstract Factory - Applies when… • It is not possible to know, the concrete class to create in the compile time. • The objects family are done to be managed together. It must be fulfilled, and allow us to be consistent when we use the objects. 10 / 15www.senzil.com
- 11. Abstract Factory - UML 11 / 15www.senzil.com
- 12. Abstract Factory – Sample Code Show Java code in Eclipse… 12 / 15www.senzil.com
- 13. Summary – Creational Design Patterns • They are used and created to deal with object creation mechanisms, trying to create objects in a manner suitable depending on the situation. • It allows us to have a flexible design when we need to do a change in our source code. 13 / 15www.senzil.com
- 15. Thank You For Your Attention! If you have questions, you can contact me: bitbucket.org/salazarguille/design_patterns You can get the source code in the below URL: [email protected] [email protected] 15 / 15www.senzil.com