Cooperating Autonomic Agents for Management of Complex Systems

协作自主代理管理复杂系统

基本信息

  • 批准号:
    RGPIN-2022-04521
  • 负责人:
  • 金额:
    $ 2.11万
  • 依托单位:
  • 依托单位国家:
    加拿大
  • 项目类别:
    Discovery Grants Program - Individual
  • 财政年份:
    2022
  • 资助国家:
    加拿大
  • 起止时间:
    2022-01-01 至 2023-12-31
  • 项目状态:
    已结题

项目摘要

Autonomic computing was proposed as a means of reducing the total cost of ownership of complex computing systems by means of self-management, or autonomic management. The paradigm of autonomic management encompasses two systems: the system to be managed, comprised of objects to be managed, their properties and relationships, and the management system, the management agents, services and components. However, the primary objective of simplifying management of complex computing systems still faces substantial challenges: a) designing and developing autonomic agents is still challenging and agents developed for one system are not easily adapted for another; b) complex systems are often comprised of subsystems which must also be managed requiring use of multiple agents; c) agents can operate independently but at times must cooperate, adding to the complexity of the design and operation; d) the management system becomes more complex requiring its own automated tools. My research addresses these challenges through the development of new approaches and methods for specifying autonomic agents and domain specific aspects of the system to be managed. It will focus on the creation of methods for specifying autonomic agents, the system to be managed, simplifying the specification of multiple agents and their interaction, enabling reuse, and underlying runtime elements for management. My vision is to create novel methods to facilitate the design, use, operation and application of autonomic methods for the management of large, complex systems. I will create a specification framework for defining management agents, associated domain information about the managed system and methods for automatically generating agents. The framework will be based on a novel object-oriented language for specifying the abstract definition of agents, domain objects and policies. Information germane to the managed system will be specified through classes of objects, their properties and relationships, as well as specification of domain-specific management elements. New approaches for agent coordination will include novel policy-based constructs to express coordination strategies and new approaches where coordination strategies are embedded in "higher-order" autonomic managers utilizing "higher-order" policies. I will develop new approaches to enable our autonomic elements to embody proactive management where autonomic agents will build predictive models to anticipate potential problems and take action so they can then be avoided. The results of the research will directly address existing challenges in the use of autonomic agents to manage large complex systems: innovative approaches and methods for simplifying the specification of autonomic agents and reuse in multiple domains; novel algorithms and methods for policy-based, multi-agent management of complex systems; new approaches supporting proactive management.
自主计算是一种通过自我管理或自主管理来降低复杂计算系统的总拥有成本的方法。自主管理的范例包括两个系统:被管理的系统,包括被管理的对象,它们的属性和关系,以及管理系统,管理代理,服务和组件。然而,简化复杂计算系统的管理的主要目标仍然面临实质性的挑战:a)设计和开发自主代理仍然具有挑战性,并且为一个系统开发的代理不容易适应另一个系统; B)复杂系统通常由也必须使用多个代理来管理的子系统组成; c)代理可以独立操作,但有时必须合作,增加了设计和操作的复杂性; d)管理系统变得更加复杂,需要自己的自动化工具。我的研究解决这些挑战,通过开发新的方法和手段,指定自主代理和域特定方面的系统进行管理。它将专注于创建指定自主代理的方法,要管理的系统,简化多个代理及其交互的规范,实现重用,以及用于管理的底层运行时元素。我的愿景是创建新颖的方法,以促进大型复杂系统管理的自主方法的设计,使用,操作和应用。我将创建一个规范框架,用于定义管理代理、关于被管理系统的关联域信息以及自动生成代理的方法。该框架将基于一种新的面向对象的语言,用于指定代理,域对象和策略的抽象定义。与被管理系统密切相关的信息将通过对象的类别、它们的属性和关系以及特定领域管理要素的规范来规定。代理协调的新方法将包括新的基于政策的结构来表达协调策略和新的方法,其中协调策略嵌入在“高阶”自主管理人员利用“高阶”政策。我将开发新的方法,使我们的自主元素能够体现主动管理,自主代理将建立预测模型来预测潜在的问题并采取行动,以便避免这些问题。研究结果将直接解决使用自主代理管理大型复杂系统的现有挑战:简化自主代理规范和多个领域重用的创新方法和方法;基于策略的多代理管理复杂系统的新算法和方法;支持主动管理的新方法。

项目成果

期刊论文数量(0)
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Bauer, Michael其他文献

Gene expression profiling of rubella virus infected primary endothelial cells of fetal and adult origin
  • DOI:
    10.1186/s12985-016-0475-9
  • 发表时间:
    2016-02-02
  • 期刊:
  • 影响因子:
    4.8
  • 作者:
    Geyer, Henriette;Bauer, Michael;Mankertz, Annette
  • 通讯作者:
    Mankertz, Annette
Mode-resolved reciprocal space mapping of electron-phonon interaction in the Weyl semimetal candidate Td-WTe2
外尔半金属候选 Td-WTe2 中电子-声子相互作用的模式解析倒易空间映射
  • DOI:
    10.1038/s41467-020-16076-0
  • 发表时间:
    2020-05-26
  • 期刊:
  • 影响因子:
    16.6
  • 作者:
    Hein, Petra;Jauernik, Stephan;Bauer, Michael
  • 通讯作者:
    Bauer, Michael
Efficiency of a Brownian information machine
Characteristics of Clinical Sepsis Reflected in a Reliable and Reproducible Rodent Sepsis Model
  • DOI:
    10.1016/j.jss.2011.05.019
  • 发表时间:
    2011-09-01
  • 期刊:
  • 影响因子:
    2.2
  • 作者:
    Gonnert, Falk A.;Recknagel, Peter;Bauer, Michael
  • 通讯作者:
    Bauer, Michael
Deterioration of Organ Function As a Hallmark in Sepsis: The Cellular Perspective
  • DOI:
    10.3389/fimmu.2018.01460
  • 发表时间:
    2018-06-26
  • 期刊:
  • 影响因子:
    7.3
  • 作者:
    Bauer, Michael;Coldewey, Sina M.;Wetzker, Reinhard
  • 通讯作者:
    Wetzker, Reinhard

Bauer, Michael的其他文献

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{{ truncateString('Bauer, Michael', 18)}}的其他基金

Policy-based Autonomic Management in Data Centers
数据中心基于策略的自主管理
  • 批准号:
    RGPIN-2015-06344
  • 财政年份:
    2019
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Discovery Grants Program - Individual
Policy-based Autonomic Management in Data Centers
数据中心基于策略的自主管理
  • 批准号:
    RGPIN-2015-06344
  • 财政年份:
    2018
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Discovery Grants Program - Individual
Policy-based Autonomic Management in Data Centers
数据中心基于策略的自主管理
  • 批准号:
    RGPIN-2015-06344
  • 财政年份:
    2017
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Discovery Grants Program - Individual
Policy-based Autonomic Management in Data Centers
数据中心基于策略的自主管理
  • 批准号:
    RGPIN-2015-06344
  • 财政年份:
    2016
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Discovery Grants Program - Individual
Policy-based Autonomic Management in Data Centers
数据中心基于策略的自主管理
  • 批准号:
    RGPIN-2015-06344
  • 财政年份:
    2015
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Discovery Grants Program - Individual
Developing predictive analytics methods for improving care of dialysis patients
开发预测分析方法以改善透析患者的护理
  • 批准号:
    469637-2014
  • 财政年份:
    2014
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Engage Grants Program
Discovering foundations and methods for autonomic computing
发现自主计算的基础和方法
  • 批准号:
    3019-2010
  • 财政年份:
    2014
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Discovery Grants Program - Individual
Discovering foundations and methods for autonomic computing
发现自主计算的基础和方法
  • 批准号:
    3019-2010
  • 财政年份:
    2013
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Discovery Grants Program - Individual
Discovering foundations and methods for autonomic computing
发现自主计算的基础和方法
  • 批准号:
    3019-2010
  • 财政年份:
    2012
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Discovery Grants Program - Individual
Discovering foundations and methods for autonomic computing
发现自主计算的基础和方法
  • 批准号:
    3019-2010
  • 财政年份:
    2011
  • 资助金额:
    $ 2.11万
  • 项目类别:
    Discovery Grants Program - Individual

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Neuro-autonomic-sociocognitive interplay during human-android social bonding
人机社会联系过程中神经自主社会认知的相互作用
  • 批准号:
    24K06450
  • 财政年份:
    2024
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对自主活动进行数字监测以检测行为变异型额颞叶痴呆的同理心丧失
  • 批准号:
    10722938
  • 财政年份:
    2023
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    $ 2.11万
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The Role of Autonomic Regulation of Attention in the Emergence of ASD
注意力自主调节在 ASD 出现中的作用
  • 批准号:
    10736951
  • 财政年份:
    2023
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    $ 2.11万
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Impact of Autonomic Dysfunction on Multi-Organ Dysfunction following Severe TBI: The AUTO-BOOST Study
严重 TBI 后自主神经功能障碍对多器官功能障碍的影响:AUTO-BOOST 研究
  • 批准号:
    10607731
  • 财政年份:
    2023
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    $ 2.11万
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Cellular Basis for Autonomic Regulation of Cardiac Arrhythmias
心律失常自主调节的细胞基础
  • 批准号:
    10627578
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Cardiac Autonomic Activation In Atrial Fibrillation Triggers And Substrate
心房颤动的心脏自主激活触发因素和基质
  • 批准号:
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Free-living and in-lab effects of sedentary time on cardiac autonomic nervous system function in youth with overweight/obesity
久坐时间对超重/肥胖青少年心脏自主神经系统功能的自由生活和实验室影响
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COVID-19 急性后遗症 (PASC) 的自主神经系统功能评估和患者体验特征
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