深度强化学习——云计算中作业与资源协同自适应调度的理论及应用

Brand: 清华大学出版社    Sold By: EM China
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用
深度强化学习——云计算中作业与资源协同自适应调度的理论及应用

深度强化学习——云计算中作业与资源协同自适应调度的理论及应用

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深度强化学习——云计算中作业与资源协同自适应调度的理论及应用

深度强化学习——云计算中作业与资源协同自适应调度的理论及应用

$45.98

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产品特色

编辑推荐

本书围绕两个云工作流执行过程中的关键步骤——云工作流任务分配和虚拟化资源供给,介绍了今年来在云计算中用户作业分配和虚拟化资源调度的一些基本原料和主要方法。本书可作为计算机专业研究生的教学参考书,同时对从事云计算中作业与资源协同自适应调度的理论及应用技术研究、开发和应用的科技人员也具有一定的参考价值。

 
内容简介

本文围绕两个云工作流执行过程中的关键步骤——云工作流任务分配和虚拟化资源供给,研究以容器为新型虚拟化基本单元的云计算环境下,以协同方式进行多工作流自适应调度的理论问题、关键技术和方法;在确保满足用户服务等级协议前提下,**程度实现云服务供需双方的利益均衡。 在多项国家自然科学基金项目、广东省自然科学基金项目、广东省科技计划项目等课题的支持下,课题组长期从事云计算关键技术、机器学习算法、多agent系统等领域的基础理论和应用研究,长期的积累为本课题的研究打下坚实的基础,使解决本课题关键科学问题,完成预期成果具有较高的可行性。 本项目研究成果可为相关科研领域人员提供参考和借鉴。

作者简介

彭志平  博士,教授。广东石油化工学院副校长(2015-2021年),江门职业技术学院校长(2021-今)。中国系统仿真学会智能仿真优化与调度专委会常务委员,广东省高等学校“千百十工程”省级培养对象。目前主要从事人工智能、智能系统等方向的科研与教学研究工作。作为负责人先后主持2项国家自然科学基金面上项目、1项广东省应用型科技研发专项重点项目及20多项企业技术攻关委托项目。先后获得广东省南粤优秀教师、师德标兵、广东省精神文明建设先进个人等荣誉称号,获得中国石油和化工自动化应用行业科技进步一等奖、省部级科技进步奖二等奖、吴文俊人工智能科技进步奖各1项。在国内外学术期刊上发表30余篇SCI检索论文,30余篇EI检索论文, 15项发明专利获得授权。

目  录
第1篇基 础 理 论
第1章云计算概述
1.1云计算技术概述
1.1.1云计算的3种服务模式
1.1.2云计算的4种署模型
1.2云计算的核心技术
1.3云计算资源配置与任务调度模型
1.4云计算提出的挑战
1.4.1虚拟化技术带来的挑战
1.4.2虚拟机资源和应用系统参数提出的挑战
1.4.3工作流任务和虚拟化资源进行协同自适应调度提出的挑战
1.4.4资源利用率和服务等级协议提出的挑战
第2章深度强化学概述
2.1深度卷积经网络
前  言

当前,云计算方兴未艾。云计算是一种崭新的网络服务方式,它将传统的以桌面为核心的任务处理转化为以网络为核心的任务处理,利用互联网中的计算系统来支持互联网各类应用。云计算提供商根据与用户事先约定的服务等级协议(Service Level Agreement,SLA)为用户提供服务,用户则以用时付费模式使用服务。云计算的服务使用模式使得计算能力可以作为一种商品进行流通,就像
水、电、煤气一样,取用方便,费用低廉,最大的不同在于,它是通过互联网进行传输。
如何高效合理地进行资源配置与任务调度是保证用户服务质量和云供应商最大化收益的关键,并由此带来了一系列挑战。作者及其团队近年来一直从事该领域的研究工作,深感有必要结合该领域的新成果、新进展和新趋势撰写一本学术专著,对多年来的研究工作做一次系统性的总结和梳理,并希望本书的出版能够对该领域的研究和应用起到一定的推动作用。
彭志平

Shipping Overview: 

Shipping: Standard Domestic Shipping within the United States charges USD 4.99. Standard International Shipping from United Kingdom, Germany and Japan to the United States charges 14.99. 

Order Processing: Please allow 1-2 business days for order processing and preparation before shipment. 

Domestic Shipping: Orders within the U.S. are shipped via USPS or FedEx, depending on the origin of the product. The average transit time is 3-7 business days. 

International Shipping: Currently, we only ship within the USA. 

Tracking Information: Every order is trackable. You will receive a tracking number once your order has been shipped. Products may be shipped from various global fulfillment centers.

Shipping Delays: 

Please note that shipping times may vary due to factors beyond our control, such as weather conditions, natural disasters, or peak holiday periods. While we strive to ensure timely delivery, the exact arrival time cannot be guaranteed and is managed by the shipping carrier.

Shipping Options:

  • Standard Delivery: Most orders are shipped within 3-7 business days. Larger items may utilize LTL shipping for safe handling.

  • Handling Time: We handle shipments on business days (Monday - Friday), with a preparation time of 1-2 days.

  • Additional Charges: Some items require additional shipping charges due to their size, weight, or special handling. These charges are specified on the product pages and are not eligible for shipping discounts.

  • Exclusions: Gift cards, packaging, taxes, and prior purchases do not count toward the minimum purchase requirement for free shipping. This offer is valid only for shipments to U.S. addresses, including Puerto Rico.

Delivery Details:

  • Estimates: Standard shipping within the US typically takes 3-7 business days. These are estimates and not guarantees.

  • Shipping Restrictions: We ship to all 50 states, Washington, DC, U.S. territories, and APO/FPO/DPO addresses. Shipping options vary based on the delivery address.

  • Remote Areas: Shipments to remote areas may incur additional charges or require pickup from a nearby shipping partner’s location.

Shipping Confirmation:

You will receive a shipping confirmation email with a tracking number as soon as your order is dispatched. If you do not receive this email immediately, please be assured that your items will arrive within the estimated delivery window provided at checkout.

Order Modifications:

If you need to cancel or modify your order, please contact our customer support immediately.

Issues with Delivery:

If your order shows as delivered but you have not received it, please contact the shipping carrier directly to resolve the issue. For persistent problems, contact our customer service at cs@everymarket.com.

Customer Support:

Our team is available 24/7 to assist you with any questions or concerns regarding your order. We are committed to ensuring a smooth shopping experience.

Return & Refund Policy Overview

Please review our return and refund policies below to ensure a smooth transaction process.

Return Policy

  • Duration: You have 30 days from receiving your item to initiate a return.

  • Condition: Items must be unworn, unwashed, with original tags and packaging intact.

  • Shipping Costs: Customers are responsible for return shipping costs.

  • Packaging: Ensure returned items are well-packaged to avoid damage during transit.

  • Tracking: Use a trackable and insured shipping method as we are not liable for items lost or damaged on return.

  • Initiating a Return: Contact us at cs@everymarket.com to start your return. We will provide a return shipping label and instructions upon approval. Returns without prior approval will not be accepted.

How to Return

  • Method: Returns must be sent back by mail to the address provided in the return instructions.

Return Label

  • Defective Products: Return labels are provided for defective items.

  • Non-Defective Returns: Customers are responsible for obtaining their return shipping label.

Product Conditions for Return

  • Eligible Products: Returns are only accepted for items in new condition.

Nonreturnable Items

Certain items are not eligible for return:

  • Electronic devices after 30 days (e.g., computers, laptops, Kindles)

  • Gift cards, prepaid game cards

  • Perishable goods, live insects, some jewelry, some health and personal care items

  • Customized or personalized products

  • Items with special shipping restrictions

Refund Policy

  • Window: Eligible products may be returned within 30 days of delivery for a refund.

  • Refund Method: Refunds are processed to the original payment method or as store credit for items purchased with gift cards.

  • Processing Time: Refunds are processed within 3-5 business days after we receive the return; please allow additional time for shipping and bank processing.

Claims

Inspect your order upon arrival and report any defects, damages, or incorrect items immediately to allow us to address the issue. For claims, contact our support team with details of the issue.

Exchange Policy

For the quickest service, return your original item and place a new order for the desired product once your return is accepted.

Return Address

EveryMarket Customer Service 2101 E Terra Ln, O'Fallon, MO 63366

Customer Support

Available 24/7 for any questions or assistance needed:

  • Phone: +1 636-312-5925

  • Email: cs@everymarket.com

 

产品特色

编辑推荐

本书围绕两个云工作流执行过程中的关键步骤——云工作流任务分配和虚拟化资源供给,介绍了今年来在云计算中用户作业分配和虚拟化资源调度的一些基本原料和主要方法。本书可作为计算机专业研究生的教学参考书,同时对从事云计算中作业与资源协同自适应调度的理论及应用技术研究、开发和应用的科技人员也具有一定的参考价值。

 
内容简介

本文围绕两个云工作流执行过程中的关键步骤——云工作流任务分配和虚拟化资源供给,研究以容器为新型虚拟化基本单元的云计算环境下,以协同方式进行多工作流自适应调度的理论问题、关键技术和方法;在确保满足用户服务等级协议前提下,**程度实现云服务供需双方的利益均衡。 在多项国家自然科学基金项目、广东省自然科学基金项目、广东省科技计划项目等课题的支持下,课题组长期从事云计算关键技术、机器学习算法、多agent系统等领域的基础理论和应用研究,长期的积累为本课题的研究打下坚实的基础,使解决本课题关键科学问题,完成预期成果具有较高的可行性。 本项目研究成果可为相关科研领域人员提供参考和借鉴。

作者简介

彭志平  博士,教授。广东石油化工学院副校长(2015-2021年),江门职业技术学院校长(2021-今)。中国系统仿真学会智能仿真优化与调度专委会常务委员,广东省高等学校“千百十工程”省级培养对象。目前主要从事人工智能、智能系统等方向的科研与教学研究工作。作为负责人先后主持2项国家自然科学基金面上项目、1项广东省应用型科技研发专项重点项目及20多项企业技术攻关委托项目。先后获得广东省南粤优秀教师、师德标兵、广东省精神文明建设先进个人等荣誉称号,获得中国石油和化工自动化应用行业科技进步一等奖、省部级科技进步奖二等奖、吴文俊人工智能科技进步奖各1项。在国内外学术期刊上发表30余篇SCI检索论文,30余篇EI检索论文, 15项发明专利获得授权。

目  录
第1篇基 础 理 论
第1章云计算概述
1.1云计算技术概述
1.1.1云计算的3种服务模式
1.1.2云计算的4种署模型
1.2云计算的核心技术
1.3云计算资源配置与任务调度模型
1.4云计算提出的挑战
1.4.1虚拟化技术带来的挑战
1.4.2虚拟机资源和应用系统参数提出的挑战
1.4.3工作流任务和虚拟化资源进行协同自适应调度提出的挑战
1.4.4资源利用率和服务等级协议提出的挑战
第2章深度强化学概述
2.1深度卷积经网络
前  言

当前,云计算方兴未艾。云计算是一种崭新的网络服务方式,它将传统的以桌面为核心的任务处理转化为以网络为核心的任务处理,利用互联网中的计算系统来支持互联网各类应用。云计算提供商根据与用户事先约定的服务等级协议(Service Level Agreement,SLA)为用户提供服务,用户则以用时付费模式使用服务。云计算的服务使用模式使得计算能力可以作为一种商品进行流通,就像
水、电、煤气一样,取用方便,费用低廉,最大的不同在于,它是通过互联网进行传输。
如何高效合理地进行资源配置与任务调度是保证用户服务质量和云供应商最大化收益的关键,并由此带来了一系列挑战。作者及其团队近年来一直从事该领域的研究工作,深感有必要结合该领域的新成果、新进展和新趋势撰写一本学术专著,对多年来的研究工作做一次系统性的总结和梳理,并希望本书的出版能够对该领域的研究和应用起到一定的推动作用。
彭志平

Shipping Overview: 

Shipping: Standard Domestic Shipping within the United States charges USD 4.99. Standard International Shipping from United Kingdom, Germany and Japan to the United States charges 14.99. 

Order Processing: Please allow 1-2 business days for order processing and preparation before shipment. 

Domestic Shipping: Orders within the U.S. are shipped via USPS or FedEx, depending on the origin of the product. The average transit time is 3-7 business days. 

International Shipping: Currently, we only ship within the USA. 

Tracking Information: Every order is trackable. You will receive a tracking number once your order has been shipped. Products may be shipped from various global fulfillment centers.

Shipping Delays: 

Please note that shipping times may vary due to factors beyond our control, such as weather conditions, natural disasters, or peak holiday periods. While we strive to ensure timely delivery, the exact arrival time cannot be guaranteed and is managed by the shipping carrier.

Shipping Options:

  • Standard Delivery: Most orders are shipped within 3-7 business days. Larger items may utilize LTL shipping for safe handling.

  • Handling Time: We handle shipments on business days (Monday - Friday), with a preparation time of 1-2 days.

  • Additional Charges: Some items require additional shipping charges due to their size, weight, or special handling. These charges are specified on the product pages and are not eligible for shipping discounts.

  • Exclusions: Gift cards, packaging, taxes, and prior purchases do not count toward the minimum purchase requirement for free shipping. This offer is valid only for shipments to U.S. addresses, including Puerto Rico.

Delivery Details:

  • Estimates: Standard shipping within the US typically takes 3-7 business days. These are estimates and not guarantees.

  • Shipping Restrictions: We ship to all 50 states, Washington, DC, U.S. territories, and APO/FPO/DPO addresses. Shipping options vary based on the delivery address.

  • Remote Areas: Shipments to remote areas may incur additional charges or require pickup from a nearby shipping partner’s location.

Shipping Confirmation:

You will receive a shipping confirmation email with a tracking number as soon as your order is dispatched. If you do not receive this email immediately, please be assured that your items will arrive within the estimated delivery window provided at checkout.

Order Modifications:

If you need to cancel or modify your order, please contact our customer support immediately.

Issues with Delivery:

If your order shows as delivered but you have not received it, please contact the shipping carrier directly to resolve the issue. For persistent problems, contact our customer service at cs@everymarket.com.

Customer Support:

Our team is available 24/7 to assist you with any questions or concerns regarding your order. We are committed to ensuring a smooth shopping experience.

Return & Refund Policy Overview

Please review our return and refund policies below to ensure a smooth transaction process.

Return Policy

  • Duration: You have 30 days from receiving your item to initiate a return.

  • Condition: Items must be unworn, unwashed, with original tags and packaging intact.

  • Shipping Costs: Customers are responsible for return shipping costs.

  • Packaging: Ensure returned items are well-packaged to avoid damage during transit.

  • Tracking: Use a trackable and insured shipping method as we are not liable for items lost or damaged on return.

  • Initiating a Return: Contact us at cs@everymarket.com to start your return. We will provide a return shipping label and instructions upon approval. Returns without prior approval will not be accepted.

How to Return

  • Method: Returns must be sent back by mail to the address provided in the return instructions.

Return Label

  • Defective Products: Return labels are provided for defective items.

  • Non-Defective Returns: Customers are responsible for obtaining their return shipping label.

Product Conditions for Return

  • Eligible Products: Returns are only accepted for items in new condition.

Nonreturnable Items

Certain items are not eligible for return:

  • Electronic devices after 30 days (e.g., computers, laptops, Kindles)

  • Gift cards, prepaid game cards

  • Perishable goods, live insects, some jewelry, some health and personal care items

  • Customized or personalized products

  • Items with special shipping restrictions

Refund Policy

  • Window: Eligible products may be returned within 30 days of delivery for a refund.

  • Refund Method: Refunds are processed to the original payment method or as store credit for items purchased with gift cards.

  • Processing Time: Refunds are processed within 3-5 business days after we receive the return; please allow additional time for shipping and bank processing.

Claims

Inspect your order upon arrival and report any defects, damages, or incorrect items immediately to allow us to address the issue. For claims, contact our support team with details of the issue.

Exchange Policy

For the quickest service, return your original item and place a new order for the desired product once your return is accepted.

Return Address

EveryMarket Customer Service 2101 E Terra Ln, O'Fallon, MO 63366

Customer Support

Available 24/7 for any questions or assistance needed:

  • Phone: +1 636-312-5925

  • Email: cs@everymarket.com

 

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