公开(公告)号：US09558126B2

公开(公告)日：2017-01-31

申请号：US14555091

申请日：2014-11-26

Applicant: VMware, Inc.

Inventor： Tariq Magdon-Ismail ,  Duy Nguyen ,  Brian James Martin ,  Abha Jain

IPC: G06F12/0893 ,  G06F12/08

CPC classification number: G06F12/0893 ,  G06F11/34 ,  G06F12/0871 ,  G06F2212/1021 ,  G06F2212/1044 ,  G06F2212/152 ,  G06F2212/283 ,  G06F2212/305 ,  G06F2212/314 ,  G06F2212/601 ,  G06F2212/608

Abstract: Exemplary methods, apparatuses, and systems receive a first input/output (I/O) trace from a first workload and run the first I/O trace through a cache simulation to determine a first miss ratio curve (MRC) for the first workload. A second I/O trace from the first workload is received and run through the cache simulation to determine a second MRC for the first workload. First and second cache sizes corresponding to a target miss rate for the first workload are determined using the first and second MRCs. A fingerprint of each of the first and I/O traces is generated. The first cache size, the second cache size, or a combination of the first and second cache sizes is selected as a cache size for the first workload based upon a comparison of the first and second fingerprints. A recommended cache size is generated based upon the selected cache size.

Abstract translation: 示例性方法，装置和系统从第一工作负载接收第一输入/输出（I / O）跟踪，并通过高速缓存模拟运行第一I / O跟踪，以确定第一工作负载的第一未命中比曲线（MRC）。 接收到第一个工作负载的第二个I / O跟踪并通过高速缓存模拟运行，以确定第一个工作负载的第二个MRC。 使用第一和第二MRC确定与第一工作负载的目标未命中率对应的第一和第二高速缓存大小。 生成每个第一和I / O轨迹的指纹。 基于第一和第二指纹的比较，选择第一高速缓存大小，第二高速缓存大小或第一和第二高速缓存大小的组合作为第一工作负荷的高速缓存大小。 基于所选的高速缓存大小生成推荐的高速缓存大小。

公开(公告)号：US20160147665A1

公开(公告)日：2016-05-26

申请号：US14555091

申请日：2014-11-26

Applicant: VMware, Inc.

Inventor： Tariq Magdon-Ismail ,  Duy Nguyen ,  Brian James Martin ,  Abha Jain

IPC: G06F12/08

CPC classification number: G06F12/0893 ,  G06F11/34 ,  G06F12/0871 ,  G06F2212/1021 ,  G06F2212/1044 ,  G06F2212/152 ,  G06F2212/283 ,  G06F2212/305 ,  G06F2212/314 ,  G06F2212/601 ,  G06F2212/608

Abstract: Exemplary methods, apparatuses, and systems receive a first input/output (I/O) trace from a first workload and run the first I/O trace through a cache simulation to determine a first miss ratio curve (MRC) for the first workload. A second I/O trace from the first workload is received and run through the cache simulation to determine a second MRC for the first workload. First and second cache sizes corresponding to a target miss rate for the first workload are determined using the first and second MRCs. A fingerprint of each of the first and I/O traces is generated. The first cache size, the second cache size, or a combination of the first and second cache sizes is selected as a cache size for the first workload based upon a comparison of the first and second fingerprints. A recommended cache size is generated based upon the selected cache size.

Abstract translation: 示例性方法，装置和系统从第一工作负载接收第一输入/输出（I / O）跟踪，并通过高速缓存模拟运行第一I / O跟踪，以确定第一工作负载的第一未命中比曲线（MRC）。 接收到第一个工作负载的第二个I / O跟踪并通过高速缓存模拟运行，以确定第一个工作负载的第二个MRC。 使用第一和第二MRC确定与第一工作负载的目标未命中率对应的第一和第二高速缓存大小。 生成每个第一和I / O轨迹的指纹。 基于第一和第二指纹的比较，选择第一高速缓存大小，第二高速缓存大小或第一和第二高速缓存大小的组合作为第一工作负荷的高速缓存大小。 基于所选的高速缓存大小生成推荐的高速缓存大小。

公开(公告)号：US20160147631A1

公开(公告)日：2016-05-26

申请号：US14555072

申请日：2014-11-26

Applicant: VMware, Inc.

Inventor： Tariq Magdon-Ismail ,  Duy Nguyen ,  Brian James Martin

IPC: G06F11/34 ,  H04L29/08

CPC classification number: G06F11/3485 ,  G06F11/3442 ,  G06F11/3461 ,  G06F11/3471 ,  G06F2201/815 ,  G06F2201/83 ,  G06F2201/885 ,  H04L67/1097 ,  H04L67/2842

Abstract: Exemplary methods, apparatuses, and systems receive a first input/output (I/O) trace including storage addresses that were subject to a plurality of I/O requests from a first workload during a first period of time. The first I/O trace is run through a cache simulation using a plurality of simulated cache sizes. A first state of the cache simulation is stored upon completing the first I/O trace simulation. The first I/O trace is deleted in response to storing the first state. A second I/O trace including storage addresses that were subject to a plurality of I/O requests from the first workload during a second period of time is received. A cumulative miss ratio curve for the first workload is generated by loading the stored first state as a starting point for simulating the second I/O trace and running the second I/O trace through the cache simulation.

Abstract translation: 示例性方法，装置和系统在第一时间段期间接收包括来自第一工作负载的多个I / O请求的存储地址的第一输入/输出（I / O）跟踪。 第一个I / O跟踪通过使用多个模拟高速缓存大小的高速缓存模拟运行。 完成第一次I / O跟踪仿真后，存储缓存模拟的第一个状态。 响应于存储第一个状态，第一个I / O跟踪被删除。 接收包括在第二时间段内受到来自第一工作负载的多个I / O请求的存储地址的第二I / O跟踪。 通过将存储的第一状态作为模拟第二I / O跟踪的起始点并通过高速缓存模拟运行第二I / O跟踪来生成第一工作负载的累积未命中率曲线。

公开(公告)号：US09753833B2

公开(公告)日：2017-09-05

申请号：US14555072

申请日：2014-11-26

Applicant: VMware, Inc.

Inventor： Tariq Magdon-Ismail ,  Duy Nguyen ,  Brian James Martin

IPC: G06F11/34 ,  H04L29/08

CPC classification number: G06F11/3485 ,  G06F11/3442 ,  G06F11/3461 ,  G06F11/3471 ,  G06F2201/815 ,  G06F2201/83 ,  G06F2201/885 ,  H04L67/1097 ,  H04L67/2842

Abstract: Exemplary methods, apparatuses, and systems receive a first input/output (I/O) trace including storage addresses that were subject to a plurality of I/O requests from a first workload during a first period of time. The first I/O trace is run through a cache simulation using a plurality of simulated cache sizes. A first state of the cache simulation is stored upon completing the first I/O trace simulation. The first I/O trace is deleted in response to storing the first state. A second I/O trace including storage addresses that were subject to a plurality of I/O requests from the first workload during a second period of time is received. A cumulative miss ratio curve for the first workload is generated by loading the stored first state as a starting point for simulating the second I/O trace and running the second I/O trace through the cache simulation.

公开(公告)号：US09977723B2

公开(公告)日：2018-05-22

申请号：US14555041

申请日：2014-11-26

Applicant: VMware, Inc.

Inventor： Tariq Magdon-Ismail ,  Duy Nguyen ,  Brian James Martin

IPC: G06F12/00 ,  G06F11/34 ,  H04L29/08 ,  G06F9/455

CPC classification number: G06F11/3452 ,  G06F9/45558 ,  G06F12/00 ,  G06F2009/4557 ,  G06F2009/45579 ,  G06F2212/314 ,  H04L67/1008 ,  H04L67/1097

Abstract: Exemplary methods, apparatuses, and systems receive characteristics of a plurality of input/output (I/O) requests from a workload, including logical address distance values between I/O requests and data lengths of the plurality of I/O requests. Based upon the characteristics, a data length value representative of the data lengths of the plurality of I/O requests is determined and an access pattern of the plurality of I/O requests is determined. A notification that the first workload is suitable for a virtual storage area network environment is generated based upon the characteristics. The first workload is selected as suitable in response to determining the data length value for the data lengths of the plurality of I/O requests is less than a data length threshold and/or the access pattern of the plurality of I/O requests is more random than an access pattern threshold on the spectrum from random access to sequential access.

公开(公告)号：US20160150003A1

公开(公告)日：2016-05-26

申请号：US14555041

申请日：2014-11-26

Applicant: VMware, Inc.

Inventor： Tariq Magdon-Ismail ,  Duy Nguyen ,  Brian James Martin

IPC: H04L29/08 ,  H04L12/26

CPC classification number: G06F11/3452 ,  G06F9/45558 ,  G06F12/00 ,  G06F2009/4557 ,  G06F2009/45579 ,  G06F2212/314 ,  H04L67/1008 ,  H04L67/1097

Abstract: Exemplary methods, apparatuses, and systems receive characteristics of a plurality of input/output (I/O) requests from a workload, including logical address distance values between I/O requests and data lengths of the plurality of I/O requests. Based upon the characteristics, a data length value representative of the data lengths of the plurality of I/O requests is determined and an access pattern of the plurality of I/O requests is determined. A notification that the first workload is suitable for a virtual storage area network environment is generated based upon the characteristics. The first workload is selected as suitable in response to determining the data length value for the data lengths of the plurality of I/O requests is less than a data length threshold and/or the access pattern of the plurality of I/O requests is more random than an access pattern threshold on the spectrum from random access to sequential access.

Abstract translation: 示例性方法，装置和系统接收来自工作负载的多个输入/输出（I / O）请求的特征，包括I / O请求与多个I / O请求的数据长度之间的逻辑地址距离值。 基于特性，确定表示多个I / O请求的数据长度的数据长度值，并且确定多个I / O请求的访问模式。 基于特性生成第一工作负载适用于虚拟存储区域网络环境的通知。 响应于确定多个I / O请求的数据长度的数据长度值小于数据长度阈值和/或多个I / O请求的访问模式更多地选择第一工作负载 随机访问从随机访问到顺序访问的频谱上的访问模式阈值。