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With, suppliers such as Huawei and Lenovo have intensified their efforts to bring products and services to market in recent years. HPC is a growing segment of enterprise computing with more than $35bn in worldwide spending in 2016, and is forecast to grow to nearly $44bn in 2021, according to market research firm Intersect360 Research. We provide a taxonomy of architecture styles for satellite on-board software, formally defined by architecture diagrams in the BIP component-based framework. Architectures are a means for ensuring global coordination properties and thus, achieving correctness of complex systems by construction.

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We show how architectures are instantiated from the diagrams and applied to a set of atomic components. We illustrate the following three steps of the design approach: (1) definition of a domain-specific taxonomy of architecture styles (2) design of the software model by applying architectures to enforce the required properties (3) deadlock-freedom analysis of the resulting model.

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“The increasing adoption of cloud for HPC in many cases comes not from replacing on-premise deployment, but in attracting new users who are not able to afford dedicated HPC infrastructure,” he said.ĭeadlock-freedom of the resulting model is verified using DFinder from the BIP tool-set. Still, Lam acknowledged that, while representing a small portion of HPC consumption today, are expected to grow. “Hence, there is still relevance for HPC, despite the continued growth of commoditised public infrastructure for such HPC applications,” he added. Lam said many of these users also have private cloud resources, keeping their HPC data secure in private networks rather than relying on a public host for important data. “Users with higher computing demands and are currently running dedicated HPC infrastructure will see little benefit in decommissioning their systems in favour of dedicated cloud resources as their workloads are vastly different,” he said. Lam also pointed out that public cloud resources for AI projects are predominantly used in “bursting scenarios”, when workloads are inconsistent and resources are only needed for a relatively short time and for needs above peak capacity.

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“While lighter workloads can be processed on cloud-like architectures, organisations that run a higher workload will require something more extreme in scale, absolute performance and customisable hardware requirements,” he said. A storage vendor that bills itself as a software company is baking AI management into its all-flash arrays. Pinball FX2 is a full version game only available for Windows.

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