JP5666482B2 - エネルギーを意識したサーバ管理 - Google Patents

エネルギーを意識したサーバ管理 Download PDF

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Publication number
JP5666482B2
JP5666482B2 JP2011551110A JP2011551110A JP5666482B2 JP 5666482 B2 JP5666482 B2 JP 5666482B2 JP 2011551110 A JP2011551110 A JP 2011551110A JP 2011551110 A JP2011551110 A JP 2011551110A JP 5666482 B2 JP5666482 B2 JP 5666482B2
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server
state
servers
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JP2012518842A5 (enExample
JP2012518842A (ja
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ジェーン ナベンドゥ
ジェーン ナベンドゥ
ジェイ ウィリアムズ シー
ジェイ ウィリアムズ シー
ラルス ジェームズ
ラルス ジェームズ
リード ダン
リード ダン
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Microsoft Corp
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Microsoft Corp
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5094—Allocation of resources, e.g. of the central processing unit [CPU] where the allocation takes into account power or heat criteria
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2209/00—Indexing scheme relating to G06F9/00
    • G06F2209/50—Indexing scheme relating to G06F9/50
    • G06F2209/5019—Workload prediction
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management

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  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Power Sources (AREA)
  • Hardware Redundancy (AREA)
  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)
  • Debugging And Monitoring (AREA)
  • Computer And Data Communications (AREA)
JP2011551110A 2009-02-23 2010-02-04 エネルギーを意識したサーバ管理 Active JP5666482B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US12/391,188 US8225119B2 (en) 2009-02-23 2009-02-23 Energy-aware server management
US12/391,188 2009-02-23
PCT/US2010/023253 WO2010096283A2 (en) 2009-02-23 2010-02-04 Energy-aware server management

Publications (3)

Publication Number Publication Date
JP2012518842A JP2012518842A (ja) 2012-08-16
JP2012518842A5 JP2012518842A5 (enExample) 2013-03-21
JP5666482B2 true JP5666482B2 (ja) 2015-02-12

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JP2011551110A Active JP5666482B2 (ja) 2009-02-23 2010-02-04 エネルギーを意識したサーバ管理

Country Status (7)

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US (1) US8225119B2 (enExample)
EP (1) EP2399183B1 (enExample)
JP (1) JP5666482B2 (enExample)
KR (1) KR101624765B1 (enExample)
CN (1) CN102326134B (enExample)
ES (1) ES2612951T3 (enExample)
WO (1) WO2010096283A2 (enExample)

Families Citing this family (56)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101651558B (zh) * 2008-08-15 2012-06-06 中兴通讯股份有限公司 节电管理方法和系统
US8839254B2 (en) * 2009-06-26 2014-09-16 Microsoft Corporation Precomputation for data center load balancing
US8190939B2 (en) * 2009-06-26 2012-05-29 Microsoft Corporation Reducing power consumption of computing devices by forecasting computing performance needs
US8230249B2 (en) * 2009-07-15 2012-07-24 International Business Machines Corporation Dynamic selection of server states for servers in a cluster of servers
US8219833B2 (en) * 2009-08-12 2012-07-10 International Business Machines Corporation Two-level guarded predictive power gating
US8219834B2 (en) * 2009-08-12 2012-07-10 International Business Machines Corporation Predictive power gating with optional guard mechanism
US20110087522A1 (en) * 2009-10-08 2011-04-14 International Business Machines Corporation Method for deploying a probing environment for provisioned services to recommend optimal balance in service level agreement user experience and environmental metrics
KR101620103B1 (ko) * 2009-10-21 2016-05-13 삼성전자주식회사 멀티 코어 시스템에서 중앙 처리 장치의 전력 제어 장치 및 방법
JP5645647B2 (ja) * 2010-03-01 2014-12-24 キヤノン株式会社 電力制御システムおよびその制御方法
US9207993B2 (en) 2010-05-13 2015-12-08 Microsoft Technology Licensing, Llc Dynamic application placement based on cost and availability of energy in datacenters
US8438410B2 (en) * 2010-06-23 2013-05-07 Intel Corporation Memory power management via dynamic memory operation states
US9170916B2 (en) * 2010-07-09 2015-10-27 Damian Dalton Power profiling and auditing consumption systems and methods
US20120053925A1 (en) * 2010-08-31 2012-03-01 Steven Geffin Method and System for Computer Power and Resource Consumption Modeling
US8849469B2 (en) 2010-10-28 2014-09-30 Microsoft Corporation Data center system that accommodates episodic computation
US8516284B2 (en) * 2010-11-04 2013-08-20 International Business Machines Corporation Saving power by placing inactive computing devices in optimized configuration corresponding to a specific constraint
US8626902B2 (en) * 2010-12-03 2014-01-07 International Business Machines Corporation Modeling and reducing power consumption in large IT systems
CN102043676B (zh) * 2010-12-08 2012-09-05 北京航空航天大学 虚拟化数据中心调度方法及系统
US8527994B2 (en) 2011-02-10 2013-09-03 International Business Machines Corporation Guarded, multi-metric resource control for safe and efficient microprocessor management
US20120221373A1 (en) * 2011-02-28 2012-08-30 Manish Marwah Estimating Business Service Responsiveness
US20120265881A1 (en) * 2011-04-14 2012-10-18 Yuan Chen Provisioning data center resources
US10122653B2 (en) * 2011-04-28 2018-11-06 International Business Machines Corporation Energy management system for a data center network
EP2717218A4 (en) * 2011-05-23 2014-11-05 Nec Corp SYSTEM AND SYSTEM CONTROL PROCESS
US9450838B2 (en) 2011-06-27 2016-09-20 Microsoft Technology Licensing, Llc Resource management for cloud computing platforms
US9595054B2 (en) 2011-06-27 2017-03-14 Microsoft Technology Licensing, Llc Resource management for cloud computing platforms
US8595525B2 (en) * 2011-09-22 2013-11-26 Qualcomm Incorporated On-chip thermal management techniques using inter-processor time dependent power density data for indentification of thermal aggressors
US8904209B2 (en) * 2011-11-14 2014-12-02 Microsoft Corporation Estimating and managing power consumption of computing devices using power models
US9648138B1 (en) 2012-03-27 2017-05-09 Open Text Corporation Method and system for virtual server dormancy
US9319274B1 (en) * 2012-03-29 2016-04-19 Emc Corporation Method and system for dynamic provisioning using server dormant mode for virtual server dormancy
US10067547B2 (en) * 2012-06-28 2018-09-04 Intel Corporation Power management control of remote servers
US10652318B2 (en) * 2012-08-13 2020-05-12 Verisign, Inc. Systems and methods for load balancing using predictive routing
US9568966B2 (en) * 2012-08-31 2017-02-14 Dell Products L.P. Dynamic power budget allocation
US20140067453A1 (en) * 2012-09-05 2014-03-06 International Business Machines Corporation Shared asset management
US8972491B2 (en) * 2012-10-05 2015-03-03 Microsoft Technology Licensing, Llc Consistency-based service-level agreements in cloud storage environments
CN103778474A (zh) * 2012-10-18 2014-05-07 华为技术有限公司 资源负载量预测方法、分析预测系统及业务运营监控系统
US9182807B2 (en) * 2012-12-31 2015-11-10 Hewlett-Packard Development Company, L.P. Systems and methods for predictive power management in a computing center
CN103490956A (zh) * 2013-09-22 2014-01-01 杭州华为数字技术有限公司 基于业务量预测的自适应节能控制方法及设备、系统
WO2015161480A1 (en) 2014-04-24 2015-10-29 Empire Technology Development Llc Resource consumption optimization
US10234835B2 (en) 2014-07-11 2019-03-19 Microsoft Technology Licensing, Llc Management of computing devices using modulated electricity
US9933804B2 (en) 2014-07-11 2018-04-03 Microsoft Technology Licensing, Llc Server installation as a grid condition sensor
EP3089034B1 (en) * 2015-04-29 2019-06-12 Tata Consultancy Services Limited System and method for optimizing energy consumption by processors
US10379560B2 (en) * 2015-10-05 2019-08-13 Savant Systems, Llc Home automation system device power optimization
US9766693B2 (en) * 2016-01-07 2017-09-19 International Business Machines Corporation Scheduling framework for virtual machine power modes
US10133610B2 (en) 2016-08-16 2018-11-20 International Business Machines Corporation System, method and recording medium for temperature-aware task scheduling
US10545567B2 (en) * 2017-01-06 2020-01-28 International Business Machines Corporation Method and apparatus for power savings in communications equipment
EP3610354B1 (en) 2017-07-12 2025-01-01 Wiliot, Ltd. Energy-aware computing system
US11347295B2 (en) * 2017-07-19 2022-05-31 Citrix Systems, Inc. Virtual machine power management
US10896070B2 (en) 2017-09-22 2021-01-19 Open Text Corporation Stateless content management system
WO2019186243A1 (en) * 2018-03-29 2019-10-03 Telefonaktiebolaget Lm Ericsson (Publ) Global data center cost/performance validation based on machine intelligence
US11226667B2 (en) 2018-07-12 2022-01-18 Wiliot Ltd. Microcontroller operable in a battery-less wireless device
US11023287B2 (en) * 2019-03-27 2021-06-01 International Business Machines Corporation Cloud data center with reduced energy consumption
RU2751441C1 (ru) * 2020-09-11 2021-07-13 Федеральное государственное бюджетное образовательное учреждение высшего образования «Московский государственный университет имени М.В.Ломоносова» (МГУ) Способ формирования вычислительного комплекса
US11711282B2 (en) * 2020-12-16 2023-07-25 Capital One Services, Llc TCP/IP socket resiliency and health management
US12189454B2 (en) 2021-10-04 2025-01-07 International Business Machines Corporation Deployment and management of energy efficient deep neural network models on edge inference computing devices
US12353236B2 (en) * 2021-10-19 2025-07-08 Google Llc Large-scale accelerator system energy performance optimization
CN118093301A (zh) * 2022-11-28 2024-05-28 中兴通讯股份有限公司 一种服务器集群温度调节方法和装置
US12495089B2 (en) * 2023-12-19 2025-12-09 Google Llc Efficient datacenter energy management based on compute capacity and fleet management

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6018A (en) * 1849-01-09 Improvement in bog-cutters
US5396635A (en) 1990-06-01 1995-03-07 Vadem Corporation Power conservation apparatus having multiple power reduction levels dependent upon the activity of the computer system
US7032119B2 (en) 2000-09-27 2006-04-18 Amphus, Inc. Dynamic power and workload management for multi-server system
US20030196126A1 (en) 2002-04-11 2003-10-16 Fung Henry T. System, method, and architecture for dynamic server power management and dynamic workload management for multi-server environment
US7337333B2 (en) 2001-09-19 2008-02-26 Dell Products L.P. System and method for strategic power supply sequencing in a computer system with multiple processing resources and multiple power supplies
US7318164B2 (en) * 2001-12-13 2008-01-08 International Business Machines Corporation Conserving energy in a data processing system by selectively powering down processors
US6795928B2 (en) * 2002-03-18 2004-09-21 International Business Machines Corporation Method for managing power consumption of multiple computer servers
JP2003324956A (ja) * 2002-05-09 2003-11-14 Origin Electric Co Ltd 直列共振型ブリッジインバータ回路の制御方法及び直列共振型ブリッジインバータ回路
US7870241B2 (en) * 2002-11-27 2011-01-11 International Business Machines Corporation Automated power control policies based on application-specific redundancy characteristics
US20040122950A1 (en) * 2002-12-20 2004-06-24 Morgan Stephen Paul Method for managing workloads in an autonomic computer system for improved performance
WO2004092971A1 (ja) * 2003-04-14 2004-10-28 Fujitsu Limited サーバ割当制御方法
US7392314B2 (en) 2003-08-15 2008-06-24 International Business Machines Corporation System and method for load—balancing in a resource infrastructure running application programs
US7379884B2 (en) * 2003-09-11 2008-05-27 International Business Machines Corporation Power on demand tiered response time pricing
US8015289B2 (en) * 2003-12-11 2011-09-06 Ziti Technologies Limited Liability Company System and method predicting and managing network capacity requirements
EP1828903B1 (en) * 2004-12-24 2016-12-14 International Business Machines Corporation A method and system for monitoring transaction based systems
US8041967B2 (en) * 2005-02-15 2011-10-18 Hewlett-Packard Development Company, L.P. System and method for controlling power to resources based on historical utilization data
US7562234B2 (en) 2005-08-25 2009-07-14 Apple Inc. Methods and apparatuses for dynamic power control
US7756972B2 (en) * 2005-12-06 2010-07-13 Cisco Technology, Inc. System for power savings in server farms
JP2007324956A (ja) * 2006-06-01 2007-12-13 Canon Inc 画像処理装置及び画像処理方法
US7797563B1 (en) * 2006-06-09 2010-09-14 Oracle America System and method for conserving power
US7844839B2 (en) 2006-12-07 2010-11-30 Juniper Networks, Inc. Distribution of network communications based on server power consumption
CA2699309A1 (en) * 2007-10-21 2009-04-30 Citrix Systems, Inc. Systems and methods to adaptively load balance user sessions to reduce energy consumption
US7756652B2 (en) * 2008-04-24 2010-07-13 Oracle America, Inc. Estimating a power utilization of a computer system
US8892916B2 (en) * 2008-08-06 2014-11-18 International Business Machines Corporation Dynamic core pool management

Also Published As

Publication number Publication date
WO2010096283A2 (en) 2010-08-26
CN102326134B (zh) 2015-07-29
EP2399183B1 (en) 2016-11-09
KR20110128825A (ko) 2011-11-30
EP2399183A2 (en) 2011-12-28
CN102326134A (zh) 2012-01-18
KR101624765B1 (ko) 2016-05-26
JP2012518842A (ja) 2012-08-16
WO2010096283A3 (en) 2010-11-25
US8225119B2 (en) 2012-07-17
EP2399183A4 (en) 2012-12-12
US20100218005A1 (en) 2010-08-26
ES2612951T3 (es) 2017-05-19

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