Solutions Architecture
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๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐ถ๐ป๐ด ๐ฎ ๐ ๐๐น๐๐ถ-๐๐ป๐ฒ๐ฟ๐ด๐ ๐๐ผ๐ฟ๐ฒ๐ฐ๐ฎ๐๐๐ถ๐ป๐ด ๐ฃ๐น๐ฎ๐๐ณ๐ผ๐ฟ๐บ: ๐ ๐๐ผ๐บ๐ฎ๐ถ๐ป-๐๐ฟ๐ถ๐๐ฒ๐ป ๐๐ฒ๐๐ถ๐ด๐ป ๐ฃ๐ฟ๐ถ๐บ๐ฒ๐ฟ
In this series, Iโll present a step-by-step guide to designing a scalable cloud architecture for a multi-energy, multi-step forecasting platform. This first post focuses on applying Domain-Driven Design (DDD) to structure the problem space and lay the foundation for implementation. Drawing from the 2025 paper โA Multi-Energy Meta-Model Strategy for Multi-Step Ahead Energy Load Forecastingโ Continue reading
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Functional Requirements Structure
When discussing functional requirements from a Cloud Solutions Architecture perspective, it’s essential to understand how the foundational principles of defining clear and actionable requirements align with the unique needs and challenges of cloud computing. Wiegers & Beatty (2013) reference Alexander & Stevens (2002), who suggest: When writing functional requirements from the userโs perspective, the following Continue reading
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Design Approach
A design approach is a systematic method used to guide the process of creating and implementing systems. It encompasses a set of principles, practices, and techniques that help make design decisions, structure components, and ensure that the product meets the desired requirements and quality standards. A design approach provides a framework for addressing the complexities Continue reading
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Considerations for AI in Business Ecosystems
I had the opportunity to deliver a high-level presentation on how solutions architecture plays a pivotal role in the implementation of AI and ML from a tactical perspective. The session was engaging, with a majority of the audience being product owners eager to understand the intersection of cloud solutions and AI/ML innovation. Based on my Continue reading
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Generic cloud services across architectural layers: a foundational package for cloud architectures

In designing, implementing, and governing cloud solutions, it is critical to define a baseline set of core services that must be considered in every architecture, regardless of the specific cloud platform. These foundational services ensure that essential capabilities โ such as security, observability, governance, lifecycle management, and cost control โ are embedded from the start. Continue reading
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