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The proposed architecture used the strategy and the template design patterns which guarantees the automatic runtime selection of the appropriate prediction algorithm as well as detection of a suitable workload pattern and an appropriate window size.
A selection function σ determines suitable workload patterns M i for a given quality target q as defined in the Configuration-Quality matrix and a service s j : sigma q,s)={M_{i} in M|MS q,s_{j}) in q_{ij}} (24).
In order to assign the most suitable workload to each compute node and reasonably partition it between CPU and GPU within each node, and minimize the inter-node and intra-node communication costs, we design a communication-avoiding workload distribution scheme suitable for the parallel two-list algorithm.
Previous research suggests that work with a suitable workload may promote health and work retention in people with disability.
We hypothesise that continuing to work with a suitable workload is beneficial with regard to health outcomes and RTW, and that temporary modification of workload will enhance RTW and work retention.
In addition, we hypothesise that a suitable workload can be achieved with temporary work modifications and their use can be enhanced by an educational intervention among occupational physicians (OPs).
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In a top-down approach, we take a QoS requirement and determine suitable workload-oriented configurations that maintain required values.
Zhang et al. [7] is about bottom-up QoS prediction for standard service-based architectures, while in this paper QoS requirements are used to predict suitable workload-oriented configurations taking specifically cloud concerns into consideration.
A classification of MES workloads based on the ISA-95 function model is presented, focusing on the virtualization techniques suitable for each workload, considering the algorithms and technologies used and the virtualization overhead.
They suggested that narrower bands less than 1 Hz are more suitable to measure workload.
Our findings indicate that each of these methods have unique advantages and disadvantages and, depending on circumstances, may be more or less suitable to measure workload.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com