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The eighth part of High performance Computing-the Evolution of Computing Model

2025-02-23 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Servers >

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The popularity of CAX software completely benefits from the popularity of PC. Therefore, the interaction habits and application experience of CAX software come from PC, but the performance bottleneck, stability defects and decentralized management and control mode of PC have laid a lot of hidden dangers for the evolution of CAX data platform production mode. We urgently need to find a best balance between CAX production mode and CAX application experience.

CAX users have explored and innovated in the following aspects:

Software license sharing

Due to the high price of CAX software licensing, enterprise users, with the support and cooperation of third-party IT vendors, based on the license control tools and related mechanisms of CAX software, have developed and realized a series of functions such as directed authorization, time-sharing, behavior analysis and so on, which provides a scientific management method of software authorization for PC working mode.

Hardware dynamic scheduling

Since the beginning of this century, some scientific research institutes began to introduce high-performance computing clusters and scheduling software tools, using hardware resource scheduling technology to accelerate CAE computing. After 2010, with the rise of virtualization technology, enterprise users began to try to migrate CAX applications to virtualization infrastructure.

Data flow collaboration

Enterprises represented by CAD and CAE tool software manufacturers focus on developing data flow management systems such as PDM, SDM, EKM, etc., hoping to achieve CAX application process coordination by using end-user check-in / check-out data files, so as to gradually improve CAX data production mode on the premise of retaining stand-alone application experience.

After a comprehensive analysis of these explorations carried out by CAX users, it is not difficult to find that the technologies of software authorization time-sharing and dynamic scheduling of hardware resources are highly compatible with the cloud computing model, while the existing data flow management system has left a huge gap in the data production process, which can be filled perfectly by using cloud computing technology. Therefore, we can conclude that cloud computing will be a necessary stage in the evolution of CAX computing model.

Of course, cloud computing is only a kind of technical implementation, and we need to analyze the architectural design patterns, key management and control technologies and model innovation value of CAX computing resources from a macro perspective, which can be uniformly summarized in the theoretical system of "Enterprise Computing Resource Planning".

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