公开(公告)号：US20080313109A1

公开(公告)日：2008-12-18

申请号：US11762092

申请日：2007-06-13

申请人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

发明人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

IPC分类号： G06F9/455 ,  G06F15/18

CPC分类号： G06F3/0604 ,  G06F3/0653 ,  G06F3/0659 ,  G06F3/0671 ,  G06N99/005

摘要： A method for generating a storage policy, the method includes: receiving a storage system target function; and generating, by a machine learning entity, the storage policy in response to: (a) a set of file-related storage operation requests, (b) a state of the storage system before responding to the set of file-related storage operation requests, and (c) the storage system target function. A method for evaluating a storage policy, the method includes: simulating an application of the storage policy by the storage system during a first period, in response to a set of file-related storage operation requests that was provided to the storage system during the first period, to provide a simulation result; wherein the first period starts before the simulating.

摘要翻译： 一种用于生成存储策略的方法，所述方法包括：接收存储系统目标函数; 以及响应于以下各项，由机器学习实体生成所述存储策略：（a）一组与文件相关的存储操作请求，（b）所述存储系统在响应所述一组文件相关存储操作请求之前的状态 ，（c）存储系统目标功能。 一种用于评估存储策略的方法，所述方法包括：响应于在所述第一时间段期间提供给所述存储系统的与文件相关的存储操作请求的集合，在第一时段期间模拟所述存储系统的存储策略的应用 期间，提供模拟结果; 其中第一周期在模拟之前开始。

公开(公告)号：US08175986B2

公开(公告)日：2012-05-08

申请号：US12983900

申请日：2011-01-04

申请人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

发明人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

IPC分类号： G06F15/18

CPC分类号： G06F3/0604 ,  G06F3/0653 ,  G06F3/0659 ,  G06F3/0671 ,  G06N99/005

摘要： A computer implemented method for generating a storage policy for a storage system based on simulation results associated with a state of the storage system is provided. The method comprises receiving a target function applicable to a storage system, wherein the target function represents a measure of values associated with storage parameters related to productivity and loss tolerance of the storage system; wherein the simulation results for a state of the storage system are calculated based on a least one of (a) the storage system simulated response to a set of simulated file-related storage operation requests generated based on one or more simulation rules, (b) the state of the storage system before responding to the set of simulated file-related storage operation requests, (c) the storage system target function; and (d) rules for simulating file-related storage operation requests.

摘要翻译： 提供了一种基于与存储系统的状态相关联的模拟结果来生成用于存储系统的存储策略的计算机实现的方法。 该方法包括接收适用于存储系统的目标函数，其中目标函数表示与存储系统的生产率和损耗容限相关的存储参数相关联的值的量度; 其特征在于，基于以下至少一个来计算所述存储系统的状态的模拟结果：（a）基于一个或多个模拟规则生成的与一组模拟文件相关的存储操作请求的存储系统模拟响应，（b） 存储系统的状态在响应模拟文件相关存储操作请求集合之前，（c）存储系统目标函数; 和（d）用于模拟与文件相关的存储操作请求的规则。

公开(公告)号：US20120191634A1

公开(公告)日：2012-07-26

申请号：US13436948

申请日：2012-04-01

申请人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

发明人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

IPC分类号： G06F15/18

CPC分类号： G06F3/0604 ,  G06F3/0653 ,  G06F3/0659 ,  G06F3/0671 ,  G06N99/005

摘要： Systems and methods for generating a storage policy for a storage system are provided. The method comprises receiving a target function applicable to a storage system having one or more data storage mediums, wherein the target function represents values for storage parameters associated with productivity or loss tolerance in the storage system; implementing one or more simulation rules according to the received target function; generating one or more storage operation requests to access data on said one or more data storage mediums based on said one or more simulation rules; submitting said one or more storage operation requests to the storage system for processing; analyzing simulation results obtained for the storage system, in response to the storage system processing said one or more storage operation requests; and generating one or more storage policies, by a machine learning entity, in response to analyzing the simulation results.

摘要翻译： 提供了用于为存储系统生成存储策略的系统和方法。 该方法包括接收适用于具有一个或多个数据存储介质的存储系统的目标函数，其中目标函数表示与存储系统中的生产率或损失容限相关联的存储参数的值; 根据接收到的目标功能实现一个或多个仿真规则; 基于所述一个或多个仿真规则产生一个或多个存储操作请求以访问所述一个或多个数据存储介质上的数据; 将所述一个或多个存储操作请求提交给所述存储系统进行处理; 分析针对所述存储系统获得的仿真结果，响应于所述存储系统处理所述一个或多个存储操作请求; 以及响应于分析所述模拟结果，由机器学习实体生成一个或多个存储策略。

公开(公告)号：US07899763B2

公开(公告)日：2011-03-01

申请号：US11762092

申请日：2007-06-13

申请人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

发明人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

IPC分类号： G06F15/18

CPC分类号： G06F3/0604 ,  G06F3/0653 ,  G06F3/0659 ,  G06F3/0671 ,  G06N99/005

摘要： A method for generating a storage policy, the method includes: receiving a storage system target function; and generating, by a machine learning entity, the storage policy in response to: (a) a set of file-related storage operation requests, (b) a state of the storage system before responding to the set of file-related storage operation requests, and (c) the storage system target function. A method for evaluating a storage policy, the method includes: simulating an application of the storage policy by the storage system during a first period, in response to a set of file-related storage operation requests that was provided to the storage system during the first period, to provide a simulation result; wherein the first period starts before the simulating.

摘要翻译： 一种用于生成存储策略的方法，所述方法包括：接收存储系统目标函数; 以及响应于以下各项，由机器学习实体生成所述存储策略：（a）一组与文件相关的存储操作请求，（b）所述存储系统在响应所述一组文件相关存储操作请求之前的状态 ，（c）存储系统目标功能。 一种用于评估存储策略的方法，所述方法包括：响应于在所述第一时间段期间提供给所述存储系统的与文件相关的存储操作请求的集合，在第一时段期间模拟所述存储系统的存储策略的应用 期间，提供模拟结果; 其中第一周期在模拟之前开始。

公开(公告)号：US08762309B2

公开(公告)日：2014-06-24

申请号：US13436948

申请日：2012-04-01

申请人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

发明人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

IPC分类号： G06F17/00 ,  G06N5/00 ,  G06F15/18

CPC分类号： G06F3/0604 ,  G06F3/0653 ,  G06F3/0659 ,  G06F3/0671 ,  G06N99/005

摘要： Systems and methods for generating a storage policy for a storage system are provided. The method comprises receiving a target function applicable to a storage system having one or more data storage mediums, wherein the target function represents values for storage parameters associated with productivity or loss tolerance in the storage system; implementing one or more simulation rules according to the received target function; generating one or more storage operation requests to access data on said one or more data storage mediums based on said one or more simulation rules; submitting said one or more storage operation requests to the storage system for processing; analyzing simulation results obtained for the storage system, in response to the storage system processing said one or more storage operation requests; and generating one or more storage policies, by a machine learning entity, in response to analyzing the simulation results.

摘要翻译： 提供了用于为存储系统生成存储策略的系统和方法。 该方法包括接收适用于具有一个或多个数据存储介质的存储系统的目标函数，其中目标函数表示与存储系统中的生产率或损失容限相关联的存储参数的值; 根据接收到的目标功能实现一个或多个仿真规则; 基于所述一个或多个仿真规则产生一个或多个存储操作请求以访问所述一个或多个数据存储介质上的数据; 将所述一个或多个存储操作请求提交给所述存储系统进行处理; 分析针对所述存储系统获得的仿真结果，响应于所述存储系统处理所述一个或多个存储操作请求; 以及响应于分析所述模拟结果，由机器学习实体生成一个或多个存储策略。

公开(公告)号：US20110099135A1

公开(公告)日：2011-04-28

申请号：US12983900

申请日：2011-01-04

申请人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

发明人： Zorik Machulsky ,  Elad Yom-Tov ,  Aviad Zlotnick

IPC分类号： G06F15/18

CPC分类号： G06F3/0604 ,  G06F3/0653 ,  G06F3/0659 ,  G06F3/0671 ,  G06N99/005

摘要： A computer implemented method for generating a storage policy for a storage system based on simulation results associated with a state of the storage system is provided. The method comprises receiving a target function applicable to a storage system, wherein the target function represents a measure of values associated with storage parameters related to productivity and loss tolerance of the storage system; wherein the simulation results for a state of the storage system are calculated based on a least one of (a) the storage system simulated response to a set of simulated file-related storage operation requests generated based on one or more simulation rules, (b) the state of the storage system before responding to the set of simulated file-related storage operation requests, (c) the storage system target function; and (d) rules for simulating file-related storage operation requests.

摘要翻译： 提供了一种基于与存储系统的状态相关联的模拟结果来生成用于存储系统的存储策略的计算机实现的方法。 该方法包括接收适用于存储系统的目标函数，其中目标函数表示与存储系统的生产率和损耗容限相关的存储参数相关联的值的量度; 其特征在于，基于以下至少一个来计算所述存储系统的状态的模拟结果：（a）基于一个或多个模拟规则生成的与一组模拟文件相关的存储操作请求的存储系统模拟响应，（b） 存储系统的状态在响应模拟文件相关存储操作请求集合之前，（c）存储系统目标函数; 和（d）用于模拟与文件相关的存储操作请求的规则。

公开(公告)号：US08607198B2

公开(公告)日：2013-12-10

申请号：US12636853

申请日：2009-12-14

申请人： Yarden Nir-Buchbinder ,  Dan Pelleg ,  Orna Raz-Pelleg ,  Shmuel Ur ,  Aviad Zlotnick

发明人： Yarden Nir-Buchbinder ,  Dan Pelleg ,  Orna Raz-Pelleg ,  Shmuel Ur ,  Aviad Zlotnick

IPC分类号： G06F9/44

CPC分类号： G06F11/3616 ,  G06F11/3676

摘要： A method for software processing includes extracting from software code under test respective items of meta-information pertaining to elements of the software code and receiving respective quality data regarding the elements of software code. The quality data and meta-information are processed in a computer so as to assign respective metrics to the items of the meta-information responsively to the quality data regarding the elements of the software code to which the items pertain. At least some of the meta-information is presented to a user in accordance with the assigned metrics.

摘要翻译： 一种用于软件处理的方法包括：从软件代码中提取与软件代码的元素相关的元信息的相应项目，并接收关于软件代码元素的各个质量数据。 在计算机中处理质量数据和元信息，以便响应于关于项目所属的软件代码的元素的质量数据，将元数据的项目分配给各个度量。 根据分配的度量，至少一些元信息被呈现给用户。

公开(公告)号：US08473526B2

公开(公告)日：2013-06-25

申请号：US11971100

申请日：2008-01-08

申请人： Aviad Zlotnick

发明人： Aviad Zlotnick

IPC分类号： G06F17/30 ,  G06F7/00

CPC分类号： G06F11/1458 ,  G06F11/1464

摘要： A method for managing a group of targets is provided. The method includes: receiving a request to update a x'th generation copy of a data entity, where x is a positive integer. Then applying an update function responsive to x such as to update a first sub-group of targets. Then receiving a request to read a y'th generation copy of the data entity and (iv) applying a retrieve function responsive to y such as to search for the y'th generation copy of the data entity in a second sub-group of targets. The first and second sub-groups intersect only once and only if y does not exceed x.

摘要翻译： 提供了一种用于管理一组目标的方法。 该方法包括：接收更新数据实体的第X代拷贝的请求，其中x是正整数。 然后应用响应于x的更新功能，例如更新目标的第一子组。 然后接收到读取数据实体的第y代副本的请求，以及（iv）响应于y应用检索功能，以便在第二个目标子组中搜索数据实体的第y代拷贝 。 只有当y不超过x时，第一和第二子组只相交一次。

公开(公告)号：US08452813B2

公开(公告)日：2013-05-28

申请号：US13285016

申请日：2011-10-31

申请人： Eitan Farchi ,  Itay Segall ,  Aviad Zlotnick

发明人： Eitan Farchi ,  Itay Segall ,  Aviad Zlotnick

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F11/3676 ,  G06F11/3604

摘要： A method for modeling a test space is provided. The method comprises defining a coverage model including one or more variables, wherein respective values for the variables are assigned, one or more definitions of value properties for said variables with assigned values, and one or more restrictions that limit combination of variable values that are legal for the model, wherein at least one of said restrictions is defined using at least one value property.

摘要翻译： 提供了一种用于建模测试空间的方法。 该方法包括定义包括一个或多个变量的覆盖模型，其中分配变量的相应值，对于具有指定值的所述变量的值属性的一个或多个定义以及限制合法的变量值的组合的一个或多个限制 对于所述模型，其中使用至少一个值属性来定义所述限制中的至少一个。

公开(公告)号：US20130110880A1

公开(公告)日：2013-05-02

申请号：US13285016

申请日：2011-10-31

申请人： Eitan Farchi ,  Itai Segall ,  Aviad Zlotnick

发明人： Eitan Farchi ,  Itai Segall ,  Aviad Zlotnick

IPC分类号： G06F17/30

CPC分类号： G06F11/3676 ,  G06F11/3604

摘要： A method for modeling a test space is provided. The method comprises defining a coverage model including one or more variables, wherein respective values for the variables are assigned, one or more definitions of value properties for said variables with assigned values, and one or more restrictions that limit combination of variable values that are legal for the model, wherein at least one of said restrictions is defined using at least one value property.

摘要翻译： 提供了一种用于建模测试空间的方法。 该方法包括定义包括一个或多个变量的覆盖模型，其中分配变量的相应值，对于具有指定值的所述变量的值属性的一个或多个定义以及限制合法的变量值的组合的一个或多个限制 对于所述模型，其中使用至少一个值属性来定义所述限制中的至少一个。