After a comprehensive literature review and analysis, a unified cloud computing framework is proposed, which comprises MapReduce, a vertual machine, Hadoop distributed file system （HDFS）, Hbase, Hadoop, and virtuali...After a comprehensive literature review and analysis, a unified cloud computing framework is proposed, which comprises MapReduce, a vertual machine, Hadoop distributed file system （HDFS）, Hbase, Hadoop, and virtualization. This study also compares Microsoft, Trend Micro, and the proposed unified cloud computing architecture to show that the proposed unified framework of the cloud computing service model is comprehensive and appropriate for the current complexities of businesses. The findings of this study can contribute to the knowledge for academics and practitioners to understand, assess, and analyze a cloud computing service application.展开更多
A framework was proposed for designing a system of systems(SoS) that takes account of the system' s evolution over time.Given the design space of the SoS analysis,construct a multiepoch scenario design,SoS optimiz...A framework was proposed for designing a system of systems(SoS) that takes account of the system' s evolution over time.Given the design space of the SoS analysis,construct a multiepoch scenario design,SoS optimization,and robust designs.A hybrid model based on multi-agent and system dynamic models was used to analyze the evolution of an SoS and find robust designs.The framework can help decision makers generate a robust SoS structure based on the SoS' s capabilities over multiple epochs.展开更多
The Golden Ratio Theorem, deeply rooted in fractal mathematics, presents a pioneering perspective on deciphering complex systems. It draws a profound connection between the principles of interchangeability, self-simil...The Golden Ratio Theorem, deeply rooted in fractal mathematics, presents a pioneering perspective on deciphering complex systems. It draws a profound connection between the principles of interchangeability, self-similarity, and the mathematical elegance of the Golden Ratio. This research unravels a unique methodological paradigm, emphasizing the omnipresence of the Golden Ratio in shaping system dynamics. The novelty of this study stems from its detailed exposition of self-similarity and interchangeability, transforming them from mere abstract notions into actionable, concrete insights. By highlighting the fractal nature of the Golden Ratio, the implications of these revelations become far-reaching, heralding new avenues for both theoretical advancements and pragmatic applications across a spectrum of scientific disciplines.展开更多
Given the challenges facing most humanitarian operations worldwide, a change of approach is needed to ensure greater sustainability of humanitarian settlements right from the planning stage. Some studies attribute uns...Given the challenges facing most humanitarian operations worldwide, a change of approach is needed to ensure greater sustainability of humanitarian settlements right from the planning stage. Some studies attribute unsustainability to inadequate provision of basic resources and highlight the apparent bottlenecks that prevent access to the meaningful data needed to plan and remedy problems. Most operations have relied on an “ad hoc ism” approach, employing parallel and disconnected data processing methods, resulting in a wide range of data being collected without subsequent prioritization to optimize interconnections that could enhance performance. There have been little efforts to study the trade-offs potentially at stake. This work proposes a new framework enabling all subsystems to operate in a single system and focusing on data processing perspective. To achieve this, this paper proposes a Triple Nexus Framework as an attempt to integrate water, energy, and housing sector data derived from a specific sub-system within the overall system in the application of Model-Based Systems Engineering. Understanding the synergies between water, energy, and housing, Systems Engineering characterizes the triple nexus framework and identifies opportunities for improved decision-making in processing operational data from these sectors. Two scenarios illustrate how an integrated platform could be a gateway to access meaningful operational data in the system and a starting point for modeling integrated human settlement systems. Upon execution, the model is tested for nexus megadata processing, and the optimization simulation yielded 67% satisfactory results, demonstrating that an integrated system could improve sustainability, and that capacity building in service delivery is more than beneficial.展开更多
大模型时代,自动问答系统呈现出诸多新的特征。通过文献阅读和梳理,对自动问答系统特征和评测体系进行总结与归纳,从问答模型推理训练的训练数据、预训练框架、模型后处理、模型高效微调等阶段,对比大模型发展初期“追求数据和参数规模...大模型时代,自动问答系统呈现出诸多新的特征。通过文献阅读和梳理,对自动问答系统特征和评测体系进行总结与归纳,从问答模型推理训练的训练数据、预训练框架、模型后处理、模型高效微调等阶段,对比大模型发展初期“追求数据和参数规模”的训练方法和如今“注重数据和模型效率”之间的差异,系统分析基于大模型的自动问答系统新的特征。总结当前各种类型的自动问答大模型评测体系,并详细梳理自动化评价体系HELM(holistic evaluation of language model)在自动问答任务上的数据集、评价指标和量化计算方法。未来基于大模型的自动问答系统研究将会围绕多模态融合、高安全性、高可解释性、低资源消耗,以及结合大模型和自动化的综合评价体系这几个方面进一步拓展与深化。展开更多
A safety document management system, in a domain such as the power industry, is known as a Permit for Work (PFW) solution. It is based on the issues prevalent in an environment and on the methods available to eliminat...A safety document management system, in a domain such as the power industry, is known as a Permit for Work (PFW) solution. It is based on the issues prevalent in an environment and on the methods available to eliminate potential safety issues. This paper considers how a PFW system should be implemented. It does so by identifying an appropriate case study from a domain not usually associated with PFW systems, and applying a suitable process, +PFW.展开更多
A safety document management system, known as a Permit for Work (PFW) system is used commonly in the Power Industry to provide appropriate safety conditions for those working on the generating system. This paper inves...A safety document management system, known as a Permit for Work (PFW) system is used commonly in the Power Industry to provide appropriate safety conditions for those working on the generating system. This paper investigates how a safety management process (+PFW) can be combined with a safety framework to enhance system effectiveness to ensure the requirements of users and suppliers can be met. While the paper makes some reference to the power industry, the concept is applicable to the management of systems in other domains.展开更多
为保障复杂装备技术状态管理的有效集成和多方协同,实现技术状态管理业务数据的双重有序管控,提出基于领域系统(domain system,DS)的建模架构和设计方法。通过引入基于模式的系统工程(pattern-based system engineering,PBSE)框架,构建...为保障复杂装备技术状态管理的有效集成和多方协同,实现技术状态管理业务数据的双重有序管控,提出基于领域系统(domain system,DS)的建模架构和设计方法。通过引入基于模式的系统工程(pattern-based system engineering,PBSE)框架,构建基于DS的复杂装备技术状态管理基本架构,设计DS元模型、DS模型、DS模式的建模方法,将国防部体系架构元模型(Department of Defense Architecture framework metamodel,DM2)进行复杂装备技术状态管理领域化重组为DS元模型,并通过领域元数据映射为DS模型,使其有序组织为适用于具体装备技术状态管理的DS模式。为验证所提方法的有效性,以运载火箭结构系统多视图物料清单(X bill of material,XBOM)为案例,开展基于DS的技术状态管理应用。结果表明,所提方法可为其技术状态管理提供兼具建模的一致性和可追溯性的实施方案,为复杂装备技术状态管理的领域模型配置提供指导性思路。展开更多
文摘After a comprehensive literature review and analysis, a unified cloud computing framework is proposed, which comprises MapReduce, a vertual machine, Hadoop distributed file system （HDFS）, Hbase, Hadoop, and virtualization. This study also compares Microsoft, Trend Micro, and the proposed unified cloud computing architecture to show that the proposed unified framework of the cloud computing service model is comprehensive and appropriate for the current complexities of businesses. The findings of this study can contribute to the knowledge for academics and practitioners to understand, assess, and analyze a cloud computing service application.
基金National Natural Science Foundations of China(Nos.71331008,71501182)National Social Science Foundation of China(No.15GJ003-278)
文摘A framework was proposed for designing a system of systems(SoS) that takes account of the system' s evolution over time.Given the design space of the SoS analysis,construct a multiepoch scenario design,SoS optimization,and robust designs.A hybrid model based on multi-agent and system dynamic models was used to analyze the evolution of an SoS and find robust designs.The framework can help decision makers generate a robust SoS structure based on the SoS' s capabilities over multiple epochs.
文摘The Golden Ratio Theorem, deeply rooted in fractal mathematics, presents a pioneering perspective on deciphering complex systems. It draws a profound connection between the principles of interchangeability, self-similarity, and the mathematical elegance of the Golden Ratio. This research unravels a unique methodological paradigm, emphasizing the omnipresence of the Golden Ratio in shaping system dynamics. The novelty of this study stems from its detailed exposition of self-similarity and interchangeability, transforming them from mere abstract notions into actionable, concrete insights. By highlighting the fractal nature of the Golden Ratio, the implications of these revelations become far-reaching, heralding new avenues for both theoretical advancements and pragmatic applications across a spectrum of scientific disciplines.
文摘Given the challenges facing most humanitarian operations worldwide, a change of approach is needed to ensure greater sustainability of humanitarian settlements right from the planning stage. Some studies attribute unsustainability to inadequate provision of basic resources and highlight the apparent bottlenecks that prevent access to the meaningful data needed to plan and remedy problems. Most operations have relied on an “ad hoc ism” approach, employing parallel and disconnected data processing methods, resulting in a wide range of data being collected without subsequent prioritization to optimize interconnections that could enhance performance. There have been little efforts to study the trade-offs potentially at stake. This work proposes a new framework enabling all subsystems to operate in a single system and focusing on data processing perspective. To achieve this, this paper proposes a Triple Nexus Framework as an attempt to integrate water, energy, and housing sector data derived from a specific sub-system within the overall system in the application of Model-Based Systems Engineering. Understanding the synergies between water, energy, and housing, Systems Engineering characterizes the triple nexus framework and identifies opportunities for improved decision-making in processing operational data from these sectors. Two scenarios illustrate how an integrated platform could be a gateway to access meaningful operational data in the system and a starting point for modeling integrated human settlement systems. Upon execution, the model is tested for nexus megadata processing, and the optimization simulation yielded 67% satisfactory results, demonstrating that an integrated system could improve sustainability, and that capacity building in service delivery is more than beneficial.
文摘大模型时代,自动问答系统呈现出诸多新的特征。通过文献阅读和梳理,对自动问答系统特征和评测体系进行总结与归纳,从问答模型推理训练的训练数据、预训练框架、模型后处理、模型高效微调等阶段,对比大模型发展初期“追求数据和参数规模”的训练方法和如今“注重数据和模型效率”之间的差异,系统分析基于大模型的自动问答系统新的特征。总结当前各种类型的自动问答大模型评测体系,并详细梳理自动化评价体系HELM(holistic evaluation of language model)在自动问答任务上的数据集、评价指标和量化计算方法。未来基于大模型的自动问答系统研究将会围绕多模态融合、高安全性、高可解释性、低资源消耗,以及结合大模型和自动化的综合评价体系这几个方面进一步拓展与深化。
文摘A safety document management system, in a domain such as the power industry, is known as a Permit for Work (PFW) solution. It is based on the issues prevalent in an environment and on the methods available to eliminate potential safety issues. This paper considers how a PFW system should be implemented. It does so by identifying an appropriate case study from a domain not usually associated with PFW systems, and applying a suitable process, +PFW.
文摘A safety document management system, known as a Permit for Work (PFW) system is used commonly in the Power Industry to provide appropriate safety conditions for those working on the generating system. This paper investigates how a safety management process (+PFW) can be combined with a safety framework to enhance system effectiveness to ensure the requirements of users and suppliers can be met. While the paper makes some reference to the power industry, the concept is applicable to the management of systems in other domains.
文摘为保障复杂装备技术状态管理的有效集成和多方协同,实现技术状态管理业务数据的双重有序管控,提出基于领域系统(domain system,DS)的建模架构和设计方法。通过引入基于模式的系统工程(pattern-based system engineering,PBSE)框架,构建基于DS的复杂装备技术状态管理基本架构,设计DS元模型、DS模型、DS模式的建模方法,将国防部体系架构元模型(Department of Defense Architecture framework metamodel,DM2)进行复杂装备技术状态管理领域化重组为DS元模型,并通过领域元数据映射为DS模型,使其有序组织为适用于具体装备技术状态管理的DS模式。为验证所提方法的有效性,以运载火箭结构系统多视图物料清单(X bill of material,XBOM)为案例,开展基于DS的技术状态管理应用。结果表明,所提方法可为其技术状态管理提供兼具建模的一致性和可追溯性的实施方案,为复杂装备技术状态管理的领域模型配置提供指导性思路。
