DE602008006052D1 - Verfahren und system zur schätzung der prozessorauslastung aus leistungsmessungen - Google Patents

Verfahren und system zur schätzung der prozessorauslastung aus leistungsmessungen

Info

Publication number
DE602008006052D1
DE602008006052D1 DE602008006052T DE602008006052T DE602008006052D1 DE 602008006052 D1 DE602008006052 D1 DE 602008006052D1 DE 602008006052 T DE602008006052 T DE 602008006052T DE 602008006052 T DE602008006052 T DE 602008006052T DE 602008006052 D1 DE602008006052 D1 DE 602008006052D1
Authority
DE
Germany
Prior art keywords
processor
measurements
power consumption
utilization
estimating
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
Application number
DE602008006052T
Other languages
English (en)
Inventor
Wesley Felter
Charles Robert Lefurgy
Tyler Bletsch
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
International Business Machines Corp
Original Assignee
International Business Machines Corp
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by International Business Machines Corp filed Critical International Business Machines Corp
Publication of DE602008006052D1 publication Critical patent/DE602008006052D1/de
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/26Power supply means, e.g. regulation thereof
    • G06F1/32Means for saving power
    • G06F1/3203Power management, i.e. event-based initiation of a power-saving mode
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/26Power supply means, e.g. regulation thereof
    • G06F1/32Means for saving power
    • G06F1/3203Power management, i.e. event-based initiation of a power-saving mode
    • G06F1/3234Power saving characterised by the action undertaken
    • G06F1/324Power saving characterised by the action undertaken by lowering clock frequency
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/26Power supply means, e.g. regulation thereof
    • G06F1/32Means for saving power
    • G06F1/3203Power management, i.e. event-based initiation of a power-saving mode
    • G06F1/3234Power saving characterised by the action undertaken
    • G06F1/3296Power saving characterised by the action undertaken by lowering the supply or operating voltage
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Power Sources (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Debugging And Monitoring (AREA)
DE602008006052T 2007-03-15 2008-02-13 Verfahren und system zur schätzung der prozessorauslastung aus leistungsmessungen Active DE602008006052D1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US11/686,418 US7925901B2 (en) 2007-03-15 2007-03-15 Method and system for estimating processor utilization from power measurements
PCT/EP2008/051725 WO2008110423A1 (en) 2007-03-15 2008-02-13 Method and system for estimating processor utilization from power measurements

Publications (1)

Publication Number Publication Date
DE602008006052D1 true DE602008006052D1 (de) 2011-05-19

Family

ID=39297304

Family Applications (1)

Application Number Title Priority Date Filing Date
DE602008006052T Active DE602008006052D1 (de) 2007-03-15 2008-02-13 Verfahren und system zur schätzung der prozessorauslastung aus leistungsmessungen

Country Status (5)

Country Link
US (1) US7925901B2 (de)
EP (1) EP2137594B1 (de)
AT (1) ATE504877T1 (de)
DE (1) DE602008006052D1 (de)
WO (1) WO2008110423A1 (de)

Families Citing this family (40)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7551508B2 (en) * 2007-11-16 2009-06-23 International Business Machines Corporation Energy efficient storage device using per-element selectable power supply voltages
JP4839328B2 (ja) * 2008-01-21 2011-12-21 株式会社日立製作所 サーバの消費電力制御装置、サーバの消費電力制御方法及びコンピュータプログラム
US8918657B2 (en) 2008-09-08 2014-12-23 Virginia Tech Intellectual Properties Systems, devices, and/or methods for managing energy usage
US8261117B2 (en) * 2008-09-11 2012-09-04 International Business Machines Corporation Virtualization in a multi-core processor (MCP)
US8732716B2 (en) 2008-09-30 2014-05-20 International Business Machines Corporation Virtualization across physical partitions of a multi-core processor (MCP)
JP2010097277A (ja) * 2008-10-14 2010-04-30 Toshiba Corp 情報処理装置
US8015423B1 (en) * 2008-10-30 2011-09-06 Hewlett-Packard Development Company, L.P. Temporally normalized processor utilization
US8037325B1 (en) 2008-12-09 2011-10-11 Google Inc. System and method for determining power consumption
US8245070B2 (en) * 2008-12-30 2012-08-14 Intel Corporation Method for optimizing voltage-frequency setup in multi-core processor systems
US8527796B2 (en) * 2009-08-24 2013-09-03 Intel Corporation Providing adaptive frequency control for a processor using utilization information
US8856794B2 (en) 2009-10-13 2014-10-07 Empire Technology Development Llc Multicore runtime management using process affinity graphs
US8627300B2 (en) * 2009-10-13 2014-01-07 Empire Technology Development Llc Parallel dynamic optimization
US8635606B2 (en) * 2009-10-13 2014-01-21 Empire Technology Development Llc Dynamic optimization using a resource cost registry
US8892931B2 (en) * 2009-10-20 2014-11-18 Empire Technology Development Llc Power channel monitor for a multicore processor
US20110145612A1 (en) * 2009-12-16 2011-06-16 International Business Machines Corporation Method and System to Determine and Optimize Energy Consumption of Computer Systems
US8862914B2 (en) 2010-02-26 2014-10-14 Microsoft Corporation Virtual machine power consumption measurement and management
US8527801B2 (en) 2010-06-30 2013-09-03 International Business Machines Corporation Performance control of frequency-adapting processors by voltage domain adjustment
US8689021B1 (en) * 2010-09-10 2014-04-01 Marvell International Ltd. System and method for selecting a power management configuration in a multi-core environment according to various operating conditions such as voltage, frequency, power mode, and utilization factor varied on a per-core basis
US8812825B2 (en) 2011-01-10 2014-08-19 Dell Products L.P. Methods and systems for managing performance and power utilization of a processor employing a fully multithreaded load threshold
US8483234B2 (en) * 2011-02-17 2013-07-09 Alcatel Lucent Monitoring resource congestion in a network processor
CN102890186A (zh) * 2011-07-20 2013-01-23 鸿富锦精密工业(深圳)有限公司 功率测试电路
US9692535B2 (en) * 2012-02-20 2017-06-27 The Nielsen Company (Us), Llc Methods and apparatus for automatic TV on/off detection
JP5920023B2 (ja) * 2012-05-24 2016-05-18 富士通株式会社 情報処理装置、情報処理方法、情報処理システムおよび情報処理プログラム
US9823990B2 (en) 2012-09-05 2017-11-21 Nvidia Corporation System and process for accounting for aging effects in a computing device
US9116703B2 (en) 2012-10-15 2015-08-25 Advanced Micro Devices, Inc. Semi-static power and performance optimization of data centers
US9871448B2 (en) 2012-12-31 2018-01-16 Nvidia Corporation Super N-phase switching mode power supply
WO2014185906A1 (en) 2013-05-15 2014-11-20 Empire Technology Development, Llc Core affinity bitmask translation
US10103719B2 (en) * 2013-07-22 2018-10-16 Nvidia Corporation Integrated voltage regulator with in-built process, temperature and aging compensation
GB201314939D0 (en) * 2013-08-21 2013-10-02 Advanced Risc Mach Ltd Power signal interface
US9831198B2 (en) 2013-08-22 2017-11-28 Nvidia Corporation Inductors for integrated voltage regulators
CN103885569B (zh) * 2014-04-11 2017-05-24 珠海全志科技股份有限公司 内存的管理方法及装置
US9830242B2 (en) * 2015-01-14 2017-11-28 Mediatek Inc. Loading calculation method and loading calculation system for processor in electronic device
US9857865B2 (en) * 2015-12-10 2018-01-02 Aspeed Technology Inc. Balancing of servers based on sampled utilization ratio and corresponding power consumption
US10871963B2 (en) 2016-10-17 2020-12-22 Lenovo Enterprise Solutions (Singapore) Pte. Ltd Adjustment of voltage regulator firmware settings based upon external factors
US11182143B2 (en) * 2016-10-18 2021-11-23 Lenovo Enterprise Solutions (Singapore) Pte. Ltd. Adjustment of voltage regulator firmware settings based upon an efficiency score
WO2019199338A1 (en) * 2018-04-13 2019-10-17 Lvpn, Llc Network infrastructure performing distributed computational processing and providing secure and encrypted connection to the internet
KR20200101210A (ko) * 2019-02-19 2020-08-27 삼성전자주식회사 전자 장치 및 프로세서의 동작 주파수를 결정하는 방법
US11281279B2 (en) 2019-04-02 2022-03-22 Apple Inc. Tracking power consumption using multiple sampling frequencies
US20220107414A1 (en) * 2020-10-07 2022-04-07 Luminar, Llc Velocity determination with a scanned lidar system
CN117349006A (zh) * 2023-09-14 2024-01-05 荣耀终端有限公司 Cpu资源管理方法及相关装置

Family Cites Families (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3573957B2 (ja) * 1998-05-20 2004-10-06 インターナショナル・ビジネス・マシーンズ・コーポレーション コンピュータ内のプロセッサの動作速度制御方法及びコンピュータ
US6704876B1 (en) * 2000-09-26 2004-03-09 Sun Microsystems, Inc. Microprocessor speed control mechanism using power dissipation estimation based on the instruction data path
US6829713B2 (en) * 2000-12-30 2004-12-07 Intel Corporation CPU power management based on utilization with lowest performance mode at the mid-utilization range
US7017060B2 (en) * 2001-03-19 2006-03-21 Intel Corporation Power management system that changes processor level if processor utilization crosses threshold over a period that is different for switching up or down
US6845456B1 (en) * 2001-05-01 2005-01-18 Advanced Micro Devices, Inc. CPU utilization measurement techniques for use in power management
US6795927B1 (en) * 2001-05-01 2004-09-21 Advanced Micro Devices, Inc. Power state resynchronization
US7155625B2 (en) * 2001-05-09 2006-12-26 Intel Corporation Method and apparatus to modify power requirements for a system
US7058824B2 (en) * 2001-06-15 2006-06-06 Microsoft Corporation Method and system for using idle threads to adaptively throttle a computer
US7111178B2 (en) * 2001-09-28 2006-09-19 Intel Corporation Method and apparatus for adjusting the voltage and frequency to minimize power dissipation in a multiprocessor system
US7281140B2 (en) * 2001-12-28 2007-10-09 Intel Corporation Digital throttle for multiple operating points
US6795928B2 (en) * 2002-03-18 2004-09-21 International Business Machines Corporation Method for managing power consumption of multiple computer servers
US6816809B2 (en) * 2002-07-23 2004-11-09 Hewlett-Packard Development Company, L.P. Hardware based utilization metering
US6710578B1 (en) * 2002-08-27 2004-03-23 Motorola, Inc. Power resource management in a portable communication device
US7694164B2 (en) * 2002-09-20 2010-04-06 Intel Corporation Operating system-independent method and system of determining CPU utilization
US7240223B2 (en) * 2003-05-07 2007-07-03 Apple Inc. Method and apparatus for dynamic power management in a processor system
US7206960B2 (en) * 2003-08-22 2007-04-17 Hewlett-Packard Development Company, L.P. Bus clock frequency management based on device load
US7434083B1 (en) * 2004-01-06 2008-10-07 Apple Inc. Method and apparatus for the generation and control of clock signals
WO2006027022A1 (en) * 2004-09-10 2006-03-16 Freescale Semiconductor, Inc. Apparatus and method for controlling voltage and frequency
US7346787B2 (en) * 2004-12-07 2008-03-18 Intel Corporation System and method for adaptive power management
US7536567B2 (en) * 2004-12-10 2009-05-19 Hewlett-Packard Development Company, L.P. BIOS-based systems and methods of processor power management
US7353410B2 (en) * 2005-01-11 2008-04-01 International Business Machines Corporation Method, system and calibration technique for power measurement and management over multiple time frames
US7386739B2 (en) * 2005-05-03 2008-06-10 International Business Machines Corporation Scheduling processor voltages and frequencies based on performance prediction and power constraints
US7444526B2 (en) * 2005-06-16 2008-10-28 International Business Machines Corporation Performance conserving method for reducing power consumption in a server system
US7484108B2 (en) * 2005-06-23 2009-01-27 Intel Corporation Enhancing power delivery with transient running average power limits
US7260487B2 (en) * 2005-11-29 2007-08-21 International Business Machines Corporation Histogram difference method and system for power/performance measurement and management
US7272517B1 (en) * 2006-04-25 2007-09-18 International Business Machines Corporation Method and system for providing performance estimations for a specified power budget
US7739548B2 (en) * 2006-06-27 2010-06-15 Hewlett-Packard Development Company, L.P. Determining actual power consumption for system power performance states
US7757107B2 (en) * 2006-06-27 2010-07-13 Hewlett-Packard Development Company, L.P. Maintaining a power budget

Also Published As

Publication number Publication date
US7925901B2 (en) 2011-04-12
US20080229127A1 (en) 2008-09-18
EP2137594B1 (de) 2011-04-06
WO2008110423A1 (en) 2008-09-18
EP2137594A1 (de) 2009-12-30
ATE504877T1 (de) 2011-04-15

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