Titlebook: Economics of Grids, Clouds, Systems, and Services; 19th International C José ángel Ba?ares,J?rn Altmann,Bruno Tuffin Conference proceedings

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Semi-automated Capacity Analysis of?Limitation-Aware Microservices Architecturesrticularly beneficial for systems with a microservices architecture that makes use of external APIs. In these cases, more and more often, the design of the system is based on the premise that its functionality is offered to its users within certain operating conditions, which implies that its archit

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Edge-to-Cloud Solutions for?Self-adaptive Machine Learning-Based IoT Applicationss. Context-aware applications also need self-adaptive intelligence which makes their architecture even more complex. Estimating the costs of operating such edge-to-cloud deployments is challenging. To this purpose, we propose a reference service-oriented event-driven system architecture for IoT/edge

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A Black-Box Graph Partitioner for?Generalized Deep Neural Network Parallelizationworks with trillions of parameters requires high-end hardware that is expensive to own or rent. A more economical alternative is to distribute the workload to several less powerful but cheaper machines. To devise an efficient workload division, existing parallelization strategies require users to po

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Economics of Grids, Clouds, Systems, and Services978-3-031-29315-3Series ISSN 0302-9743 Series E-ISSN 1611-3349