KR101624765B1 - 에너지-인식 서버 관리 - Google Patents
에너지-인식 서버 관리 Download PDFInfo
- Publication number
- KR101624765B1 KR101624765B1 KR1020117019493A KR20117019493A KR101624765B1 KR 101624765 B1 KR101624765 B1 KR 101624765B1 KR 1020117019493 A KR1020117019493 A KR 1020117019493A KR 20117019493 A KR20117019493 A KR 20117019493A KR 101624765 B1 KR101624765 B1 KR 101624765B1
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- KR
- South Korea
- Prior art keywords
- servers
- state
- energy
- server
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- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
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Classifications
-
- 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
Landscapes
- 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)
Applications Claiming Priority (2)
| 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 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20110128825A KR20110128825A (ko) | 2011-11-30 |
| KR101624765B1 true KR101624765B1 (ko) | 2016-05-26 |
Family
ID=42631937
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020117019493A Active KR101624765B1 (ko) | 2009-02-23 | 2010-02-04 | 에너지-인식 서버 관리 |
Country Status (7)
| Country | Link |
|---|---|
| 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) |
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| 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 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2004092971A1 (ja) * | 2003-04-14 | 2004-10-28 | Fujitsu Limited | サーバ割当制御方法 |
| US20060184287A1 (en) | 2005-02-15 | 2006-08-17 | Belady Christian L | System and method for controlling power to resources based on historical utilization data |
| JP2007324956A (ja) | 2006-06-01 | 2007-12-13 | Canon Inc | 画像処理装置及び画像処理方法 |
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| 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 |
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| 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 |
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| 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 |
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| US7756972B2 (en) * | 2005-12-06 | 2010-07-13 | Cisco Technology, Inc. | System for power savings in server farms |
| 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 |
-
2009
- 2009-02-23 US US12/391,188 patent/US8225119B2/en active Active
-
2010
- 2010-02-04 EP EP10744134.7A patent/EP2399183B1/en active Active
- 2010-02-04 WO PCT/US2010/023253 patent/WO2010096283A2/en not_active Ceased
- 2010-02-04 KR KR1020117019493A patent/KR101624765B1/ko active Active
- 2010-02-04 ES ES10744134.7T patent/ES2612951T3/es active Active
- 2010-02-04 JP JP2011551110A patent/JP5666482B2/ja active Active
- 2010-02-04 CN CN201080009556.7A patent/CN102326134B/zh active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2004092971A1 (ja) * | 2003-04-14 | 2004-10-28 | Fujitsu Limited | サーバ割当制御方法 |
| US20060184287A1 (en) | 2005-02-15 | 2006-08-17 | Belady Christian L | System and method for controlling power to resources based on historical utilization data |
| JP2007324956A (ja) | 2006-06-01 | 2007-12-13 | Canon Inc | 画像処理装置及び画像処理方法 |
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 |
| JP5666482B2 (ja) | 2015-02-12 |
| 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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