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Executive Summary This report provides a comprehensive analysis of multi-model serving (MMS), a critical paradigm for efficiently deploying large numbers of machine learning models on shared infrastructure. We deconstruct the Read More …
Part 1: Foundations of the Modern ML Deployment Stack The transition of a machine learning model from a development environment, such as a Jupyter notebook, to a production system that Read More …
Section 1: The Cloud-Native Paradigm: A Foundational Overview The modern digital landscape demands applications that are not only powerful but also scalable, resilient, and capable of rapid evolution. To meet Read More …
Executive Summary This report provides an exhaustive analysis of two critical architectural patterns for managing client-to-microservice communication: the API Gateway and the Backend-for-Frontend (BFF). It explores their individual characteristics, comparative Read More …
The Paradigm Shift to Containerization The evolution of software architecture is marked by a continuous search for greater efficiency, portability, and scalability. The transition from physical servers to virtual machines Read More …
Section 1: Executive Summary The contemporary digital economy demands unprecedented levels of business agility, scalability, and customer-centricity. In response, a new architectural paradigm has emerged to address the inherent limitations Read More …
Executive Summary The software development landscape has undergone a seismic shift, moving away from traditional, monolithic application design toward a more dynamic, modular, and resilient paradigm: the microservices architecture. This Read More …
Executive Summary The software development landscape has undergone a seismic shift, moving away from traditional, monolithic application design toward a more dynamic, modular, and resilient paradigm: the microservices architecture. This Read More …
The below glossary covers a wide range of terms related to DevOps practices, principles, and technologies, providing a comprehensive reference for individuals and organizations seeking to understand and adopt DevOps Read More …
Introduction In the ever-evolving landscape of cloud-native applications, managing and orchestrating the complex network of microservices has become a daunting task. Enter Istio – an open-source service mesh solution that Read More …