JP2011258119A5 - - Google Patents

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JP2011258119A5
JP2011258119A5 JP2010134051A JP2010134051A JP2011258119A5 JP 2011258119 A5 JP2011258119 A5 JP 2011258119A5 JP 2010134051 A JP2010134051 A JP 2010134051A JP 2010134051 A JP2010134051 A JP 2010134051A JP 2011258119 A5 JP2011258119 A5 JP 2011258119A5
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本発明は、プロセッサとメモリを含む計算機資源を備えた物理計算機と、前記計算機資源を仮想化して複数の仮想計算機に割り当てる仮想化部と、前記複数の仮想計算機でクラスタを構成し、前記仮想化部を管理する管理部と、を有する計算機システムのクラスタ構成管理方法であって、前記管理部が、前記クラスタに対する所定時間後の負荷情報の予測値を演算する第1のステップと、前記管理部が、前記クラスタを構成する前記仮想計算機の現在の計算機資源の割り当て量と、所定時間後の計算機資源の割り当て量とを保持する第2のステップと、前記管理部が、前記クラスタの構成を変更するために利用可能な計算機資源の変更手段を保持する第3のステップと、前記管理部が、前記クラスタを構成する前記仮想計算機に割り当てた現在の計算機資源の割り当て量と、前記負荷情報の予測値と、から前記変更手段の組み合わせを選択し、前記選択された現在の変更手段の組み合わせで、前記負荷情報の予測値を処理可能であるか否かを判定し、前記選択された変更手段の組み合わせでは前記負荷情報の予測値を処理できないと判定された場合に、前記変更手段の組み合わせまたは実行予定時刻を更新する第4のステップと、前記管理部が、前記実行予定時刻に到達した変更手段を前記仮想化部に通知して実行させる第5のステップと、を含む。 The present invention provides a physical computer having computer resources including a processor and a memory, a virtualization unit that virtualizes the computer resources and assigns the computer resources to a plurality of virtual computers, and a cluster comprising the plurality of virtual computers, and the virtualization A cluster configuration management method for a computer system, comprising: a management unit that manages a management unit, wherein the management unit calculates a predicted value of load information after a predetermined time for the cluster; and the management unit A second step of holding a current computer resource allocation amount of the virtual computer constituting the cluster and a computer resource allocation amount after a predetermined time, and the management unit changes the configuration of the cluster A third step of holding a computer resource changing means available for use, and the management unit assigning to the virtual machine constituting the cluster And quotas computer resources, select the combination of the changing means from the predicted value of the load information, a combination of the current changing means said selected either can process a prediction value of the load information A fourth step of updating the combination of change means or the scheduled execution time when it is determined that the predicted value of the load information cannot be processed by the selected combination of change means; And a management unit that notifies the virtualization unit of the change means that has reached the scheduled execution time and executes the fifth step.

Claims (9)

プロセッサとメモリを含む計算機資源を備えた物理計算機と、前記計算機資源を仮想化して複数の仮想計算機に割り当てる仮想化部と、前記複数の仮想計算機でクラスタを構成し、前記仮想化部を管理する管理部と、を有する計算機システムのクラスタ構成管理方法であって、
前記管理部が、前記クラスタに対する所定時間後の負荷情報の予測値を演算する第1のステップと、
前記管理部が、前記クラスタを構成する前記仮想計算機の現在の計算機資源の割り当て量と、所定時間後の計算機資源の割り当て量とを保持する第2のステップと、
前記管理部が、前記クラスタの構成を変更するために利用可能な計算機資源の変更手段を保持する第3のステップと、
前記管理部が、前記クラスタを構成する前記仮想計算機に割り当てた現在の計算機資源の割り当て量と、前記負荷情報の予測値と、から前記変更手段の組み合わせを選択し、前記選択された現在の変更手段の組み合わせで、前記負荷情報の予測値を処理可能であるか否かを判定し、前記選択された変更手段の組み合わせでは前記負荷情報の予測値を処理できないと判定された場合に、前記変更手段の組み合わせまたは実行予定時刻を更新する第4のステップと、
前記管理部が、前記実行予定時刻に到達した変更手段を前記仮想化部に通知して実行させる第5のステップと、
を含むことを特徴とするクラスタ構成管理方法。
A physical computer having a computer resource including a processor and a memory, a virtualization unit that virtualizes the computer resource and assigns the computer resource to a plurality of virtual computers, a cluster is formed by the plurality of virtual computers, and the virtualization unit is managed A cluster configuration management method for a computer system having a management unit,
A first step in which the management unit calculates a predicted value of load information after a predetermined time for the cluster;
A second step in which the management unit holds a current computer resource allocation amount of the virtual machines constituting the cluster and a computer resource allocation amount after a predetermined time;
A third step in which the management unit holds a computer resource changing unit that can be used to change the configuration of the cluster;
The management unit selects the combination of the changing means from the current computer resource allocation amount allocated to the virtual machines constituting the cluster and the predicted value of the load information, and the selected current change It is determined whether or not the predicted value of the load information can be processed by a combination of means, and the change is determined when it is determined that the predicted value of the load information cannot be processed by the selected combination of changing means A fourth step of updating the combination of means or the scheduled execution time;
A fifth step in which the management unit notifies the virtualization unit of the change means that has reached the scheduled execution time;
A cluster configuration management method comprising:
請求項1に記載のクラスタ構成管理方法であって、
前記第4のステップは、
前記変更手段の組み合わせを複数選択するステップと、
前記選択された変更手段の組み合わせ毎に所定の指標を演算するステップと、
前記指標が最大となる変更手段の組み合わせを選択するステップと、
を含むことを特徴とするクラスタ構成管理方法。
The cluster configuration management method according to claim 1,
The fourth step includes
Selecting a plurality of combinations of the changing means;
Calculating a predetermined index for each combination of the selected changing means;
Selecting a combination of changing means that maximizes the index;
A cluster configuration management method comprising:
請求項2に記載のクラスタ構成管理方法であって、
前記指標を演算するステップは、
前記変更手段を適用した場合に、前記負荷情報の予測値を処理可能となる期間の長さと、前記変更手段が使用する計算機資源の割り当て量と、前記変更手段を実行する際のコストの組み合わせから前記指標を演算することを特徴するクラスタ構成管理方法。
The cluster configuration management method according to claim 2,
The step of calculating the index includes:
From the combination of the length of the period during which the predicted value of the load information can be processed, the allocated amount of computer resources used by the changing unit, and the cost for executing the changing unit when the changing unit is applied cluster configuration management method characterized by calculating the index.
請求項3に記載のクラスタ構成管理方法であって、
前記コストは、前記変更手段の実行開始から実行完了までの時間であることを特徴するクラスタ構成管理方法。
The cluster configuration management method according to claim 3,
The cost, cluster configuration management method, characterized in that from the start of the change means a time until the execution completion.
請求項3に記載のクラスタ構成管理方法であって、
前記コストは、前記変更手段の数であることを特徴するクラスタ構成管理方法。
The cluster configuration management method according to claim 3,
The cost, cluster configuration management method, characterized in that the number of said changing means.
請求項1に記載のクラスタ構成管理方法であって、
前記第4のステップは、
前記選択された現在の変更手段の組み合わせで、前記負荷情報の予測値を処理可能であるか否かを判定し、前記現在の変更手段の組み合わせでは前記負荷情報の予測値を処理できないと判定された場合に、前記実行予定時刻を所定時間だけ早めた場合に前記負荷情報の予測値を処理可能であるか否かを判定し、前記負荷情報の予測値を処理可能であると判定した場合には前記実行予定時刻を所定時間だけ早めて更新することを特徴するクラスタ構成管理方法。
The cluster configuration management method according to claim 1,
The fourth step includes
It is determined whether or not the predicted value of the load information can be processed with the combination of the selected current changing means, and it is determined that the predicted value of the load information cannot be processed with the combination of the current changing means. When the estimated execution time is advanced by a predetermined time, it is determined whether or not the predicted value of the load information can be processed, and the predicted value of the load information is determined to be processable. cluster configuration management method and updates by advancing the scheduled execution time for a predetermined time.
請求項1に記載のクラスタ構成管理方法であって、
前記第4のステップは、
前記選択された現在の変更手段の組み合わせで、前記負荷情報の予測値を処理可能であるか否かを判定し、前記現在の変更手段の組み合わせでは前記負荷情報の予測値を処理できないと判定された場合に、前記実行予定時刻を所定時間だけ早めた場合に前記負荷情報の予測値を処理可能であるか否かを判定し、前記負荷情報の予測値を処理できないと判定した場合には前記変更手段の新たな組み合わせと実行予定時刻を設定することを特徴するクラスタ構成管理方法。
The cluster configuration management method according to claim 1 ,
The fourth step includes
It is determined whether or not the predicted value of the load information can be processed with the combination of the selected current changing means, and it is determined that the predicted value of the load information cannot be processed with the combination of the current changing means. If it is determined that the predicted value of the load information can be processed when the scheduled execution time is advanced by a predetermined time, and if it is determined that the predicted value of the load information cannot be processed, cluster configuration management method characterized by setting a new combination with the scheduled execution time of the changing means.
計算機資源を仮想化する仮想化部を有する物理計算機で複数の仮想計算機を稼動させ、前記複数の仮想計算機でクラスタを構成し、プロセッサとメモリを備えて前記クラスタを管理する管理装置であって、A management device that operates a plurality of virtual machines with a physical computer having a virtualization unit that virtualizes computer resources, configures a cluster with the plurality of virtual machines, and manages the cluster with a processor and a memory,
前記クラスタに対する所定時間後の負荷情報の予測値を演算する負荷予測部と、  A load prediction unit that calculates a predicted value of load information after a predetermined time for the cluster;
前記クラスタを構成する前記仮想計算機の現在の計算機資源の割り当て量と、所定時間後の計算機資源の割り当て量とを保持する資源管理部と、  A resource management unit that holds a current computer resource allocation amount of the virtual computer constituting the cluster and a computer resource allocation amount after a predetermined time;
前記クラスタの構成を変更するために利用可能な計算機資源の変更手段を保持する資源変更部と、  A resource changing unit for holding computer resource changing means usable for changing the configuration of the cluster;
前記クラスタを構成する前記仮想計算機に割り当てた現在の計算機資源の割り当て量と、前記負荷情報の予測値と、から前記変更手段の組み合わせを選択し、前記選択された現在の変更手段の組み合わせで、前記負荷情報の予測値を処理可能であるか否かを判定し、前記選択された変更手段の組み合わせでは前記負荷情報の予測値を処理できないと判定された場合に、前記変更手段の組み合わせまたは実行予定時刻を更新する制御部と、  From the allocation amount of the current computer resources allocated to the virtual computer constituting the cluster and the predicted value of the load information, the combination of the change means is selected, and the combination of the selected current change means, It is determined whether or not the predicted value of the load information can be processed, and when it is determined that the predicted value of the load information cannot be processed with the combination of the selected change means, the combination or execution of the change means A control unit for updating the scheduled time;
前記実行予定時刻に到達した前記変更手段を前記仮想化部に通知して実行させる実行部と、  An execution unit that notifies the virtualization unit of the change means that has reached the scheduled execution time;
を有することを特徴とする管理装置。A management apparatus comprising:
プロセッサとメモリを備えた計算機で複数の仮想計算機で構成されたクラスタを制御するプログラムであって、A program for controlling a cluster composed of a plurality of virtual machines by a computer having a processor and a memory,
前記クラスタに対する所定時間後の負荷情報の予測値を演算する第1の手順と、  A first procedure for calculating a predicted value of load information after a predetermined time for the cluster;
前記クラスタを構成する前記仮想計算機の現在の計算機資源の割り当て量と、所定時間後の計算機資源の割り当て量とを保持する第2の手順と、  A second procedure for holding a current computer resource allocation amount of the virtual computers constituting the cluster and a computer resource allocation amount after a predetermined time;
前記クラスタの構成を変更するために利用可能な計算機資源の変更手段を保持する第3の手順と、  A third procedure for retaining computer resource changing means available for changing the cluster configuration;
前記クラスタを構成する前記仮想計算機に割り当てた現在の計算機資源の割り当て量と、前記負荷情報の予測値と、から前記変更手段の組み合わせを選択し、前記選択された現在の変更手段の組み合わせで、前記負荷情報の予測値を処理可能であるか否かを判定し、前記選択された変更手段の組み合わせでは前記負荷情報の予測値を処理できないと判定された場合に、前記変更手段の組み合わせまたは実行予定時刻を更新する第4の手順と、  From the allocation amount of the current computer resources allocated to the virtual computer constituting the cluster and the predicted value of the load information, the combination of the change means is selected, and the combination of the selected current change means, It is determined whether or not the predicted value of the load information can be processed, and when it is determined that the predicted value of the load information cannot be processed with the combination of the selected change means, the combination or execution of the change means A fourth procedure for updating the scheduled time;
前記管理部が、前記実行予定時刻に到達した変更手段を前記仮想化部に通知して実行させる第5の手順と、  A fifth procedure in which the management unit notifies the virtualization unit of the changing means that has reached the scheduled execution time;
を前記計算機に実行させることを特徴とするプログラム。Is executed by the computer.
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Families Citing this family (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5767480B2 (en) * 2011-01-31 2015-08-19 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International Business Machines Corporation Information processing apparatus, information processing system, arrangement configuration determining method, program, and recording medium
EP2712185A4 (en) * 2011-05-19 2014-10-29 Japan Broadcasting Corp Integrated broadcast/communication reception device
KR101540631B1 (en) 2012-12-28 2015-07-30 삼성에스디에스 주식회사 System, method and recording medium recording the program thereof for dynamic expansion of the virtual cluster
JP6059259B2 (en) * 2013-01-24 2017-01-11 株式会社日立製作所 Computer system and computer resource allocation method
JP2015072588A (en) * 2013-10-02 2015-04-16 日本電信電話株式会社 Server virtual control method
US10325032B2 (en) 2014-02-19 2019-06-18 Snowflake Inc. Resource provisioning systems and methods
US9432256B2 (en) 2014-03-27 2016-08-30 Hitachi, Ltd. Resource management method and resource management system
JP6277827B2 (en) * 2014-03-31 2018-02-14 富士通株式会社 Information processing apparatus, scale management method, and program
JP6158751B2 (en) * 2014-05-30 2017-07-05 日本電信電話株式会社 Computer resource allocation apparatus and computer resource allocation program
WO2016075771A1 (en) * 2014-11-12 2016-05-19 株式会社日立製作所 Computer system and autoscaling method for computer system
JP6347730B2 (en) * 2014-11-27 2018-06-27 株式会社日立製作所 Computer system and computer resource allocation management method
WO2016088163A1 (en) * 2014-12-01 2016-06-09 株式会社日立製作所 Computer system and resource management method
JP6495645B2 (en) * 2014-12-19 2019-04-03 株式会社東芝 Resource control apparatus, method, and program
JP6550822B2 (en) * 2015-03-20 2019-07-31 日本電気株式会社 Information processing resource management device, information processing resource management method, and information processing resource management program
US20180107503A1 (en) * 2015-05-07 2018-04-19 Nec Corporation Computer procurement predicting device, computer procurement predicting method, and recording medium
KR20170126553A (en) * 2016-05-09 2017-11-20 한국전자통신연구원 Apparatus of recommending and inputting worker's event
JP6721105B2 (en) * 2017-03-10 2020-07-08 日本電気株式会社 Management device, control device, method, and program
US20200021498A1 (en) * 2017-03-10 2020-01-16 Nec Corporation First control apparatus, apparatus, method, program, recording medium, and system
JP7111779B2 (en) * 2020-08-26 2022-08-02 モルガン スタンレー サービシーズ グループ,インコーポレイテッド Predictive asset optimization for computing resources
WO2024004103A1 (en) * 2022-06-29 2024-01-04 楽天モバイル株式会社 Execution of appropriate scale-out of elements included in communication system
WO2024004104A1 (en) * 2022-06-29 2024-01-04 楽天モバイル株式会社 Implementation of appropriate scaling out of elements included in communication system

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4119239B2 (en) * 2002-12-20 2008-07-16 株式会社日立製作所 Computer resource allocation method, resource management server and computer system for executing the method
US8677353B2 (en) * 2007-01-11 2014-03-18 Nec Corporation Provisioning a standby virtual machine based on the prediction of a provisioning request being generated
US20100030877A1 (en) * 2007-02-23 2010-02-04 Mitsuru Yanagisawa Virtual server system and physical server selecting method
JP2009237859A (en) * 2008-03-27 2009-10-15 Nec Corp Virtual machine management system

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