Despite ongoing advancements in quantum computing, businesses are still faced with the problem to decide if they would benefit from investing into this novel technology for building a business critical application. This uncertainty is not only owing to the limitations in the current state of the technology but also due to the gap between the level at which business applications are analyzed (e.g., using high level semi-formal languages) and the level at which quantum computing related information is currently available (e.g., formally specified computational problems, their algorithmic solutions with computational complexity theoretic analysis) to make informed decisions. To fill the discourse gap, in this paper, we present design of an interactive advisor, which augments users while deciding to invest into quantum software development as a plausible future option in their application context. Towards that we apply business process modeling and natural language similarity analysis using text-embeddings to associated business context with computational problems and formulate constraints in terms of quantum speedup and resource requirements to select software development platforms.
翻译:尽管在量子计算方面不断取得进展,但企业仍面临一个问题,要决定它们是否会从投资于这一创新技术以建立商业关键应用中受益,这一不确定性不仅由于技术现状的局限性,而且由于分析商业应用的水平(例如使用高水平的半正式语言)与目前提供量子计算相关信息的水平(例如,正式规定的计算问题、其计算复杂性理论分析的算法解决方案)之间的差距,以便做出知情的决定。为了填补本文中的讨论空白,我们提出了互动顾问的设计,该设计在决定投资量子软件开发作为应用环境的可行未来选项的同时,将增加用户,同时决定投资量子软件开发。我们的目标是利用文本组合来应用业务流程模型和自然语言相似性分析与计算问题相关的商业环境,并制定数量加速和资源需求方面的限制,以选择软件开发平台。