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背景介绍

随着固态存储技术 (SSD),SAS 技术的不断进步和普及,存储介质的种类更加多样,采用不同存储介质和接口的存储设备的性能出现了很大差异。SSD 相较于传统的机械硬盘,由于没有磁盘的机械转动,寻址速度大大提高,尤其在随机读写较多的应用环境下,性能会大大提升,但这些高性能存储设备的单位存储价格相对于传统的磁带和 SATA 硬盘也高出很多,如图 1 所示。

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图 1 不同存储设备的性能价格对比

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)

所以,如何高效平衡地利用这些存储设备,是所有存储厂商都在关注的问题。采用 Storage Tiering 分层存储,将数据按照冷热进行自动分层,越热的数据存放在访问性能越高的设备上,而越冷的数据存放在访问性能越低的设备上,既可以获取高的性能,又可以有效节约成本。

Storage Tiering 分层存储技术在企业级的存储设备中已经被广泛使用,如 IBM 的 Easy Tier, EMC 的 FAST 等,但这些功能都集成在存储设备内部,需要存储设备固件的支持。

本文主要 Host 主机的角度,分析在 Linux 上实现 Storage Tiering 分层存储的两种方案以及其开源实现。为便于表述,本文中仅以两级 Tiering 为例,慢速设备为传统的 SATA 硬盘(DEV1),快速设备为固态存储硬盘 SSD(DEV2)。

 

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分层存储的技术要点

要实现分层存储,首先需要将具有不同访问性能的存储设备(DEV1, DEV2)虚拟化成一个新的存储设备(VDEV)。与缓存(Cache)不同,VDEV 的存储容量是 DEV1 与 DEV2 的容量之和(需除去一些用于存放元数据的空间)。

所有用户的 IO 请求将会发给新的存储设备 VDEV,然后再按照一定的地址映射关系被转发到相应的物理设备 DEV1 或 DEV2。

同时还需要统计 IO 的热度,并根据这些热度数据,动态地在不同的 Tiering 间迁移数据,以达到性能容量的优化。

因此,实现分层存储主要包括三方面的工作,如图 2 所示。
  • 存储设备的虚拟化

    负责虚拟设备的创建,删除; 维护虚拟设备到物理设备的地址映射关系。

  • IO 性能的监测统计

    统计 IO 的热度,以及 IO 的大小,随机性能属性,为数据迁移提供依据。

  • 数据的迁移

    根据 IO 数据的热度等统计属性,将访问频度高的数据迁移至读写性能高的 Tier 存放,而将访问频度低的数据迁移到性能低的 Tier 存放。

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图 2 分层存储的数据迁移

![](data:image/png;base64,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)

 

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基于 Block Device 的分层存储方案

该方案完整地实现了以上提到的分层存储中所有的工作,包括虚拟化,IO 性能统计以及数据的迁移。

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方案结构

该方案的结构包括一个 Linux 设备驱动程序和若干用户态的控制程序,如图 3 所示。

驱动程序实现存储设备的虚拟化,IO 性能监测统计以及数据的迁移;

用户态控制程序负责创建、删除虚拟设备,手动触发数据迁移,以及设置获取设备状态。

该方案由于 Storage Tiering 所有的功能都在 Linux 内核实现,且需要维护虚拟设备到物理设备的地址映射表,以及保证数据一致性,所以实现难度和工作量比较大,但可扩展性和灵活性也相对较大。

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图 3 基于 Block Device 的分层存储方案

![](data:image/png;base64,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)

###
方案实现

该方案的实现主要包括以下内容:
  1. 管理设备的注册

    管理设备主要用于与用户态程序的 IOCTL 交互,可以是一个字符设备或者 Misc 设备。Linux 下可以通过 register_chrdev 或 misc_register 注册,并实现所需要的 IOCTL 接口。
    
  2. 虚拟块设备的创建

    用户态控制程序通过 IOCTL 向控制设备发起创建虚拟设备的请求,并传入所有的物理磁盘(DEV1,DEV2)的参数,如设备名,磁盘大小,虚拟磁盘的块大小等;驱动程序收到该请求后,进行必要的参数检查,然后调用 register_blkdev 创建一个新的块设备(VDEV)。并设置新设备的相关参数,如 IO 处理函数,队列大小,设备容量等。
    
  3. 虚拟设备地址与物理设备地址映射

    虚拟设备地址到物理设备的地址映射表在虚拟设备创建是被初始化,并在数据迁移过程中被修改。
    
    虚拟设备和物理设备都被分成固定大小的块,块大小可以固定或通过 IOCTL 由用户指定,但一旦确定,不能更改,一个 Block 是热度统计以及数据迁移的最小单位;每个 Block 包含若干个 sector(512 Byte)。
    
    当 VDEV 收到一个 bio,可以由 bi_sector 和 bi_size 找出所对应的 VDEV 的 Block 以及 Block 内的偏移量,通过查询映射表,找到各个 VDEV Block 所对应的物理设备以及 Block,然后读取物理设备 Block 内的偏移量,如图 4 所示。
    
    地址映射表以及其他的元数据需要存储在物理设备上,以便机器重启时能重构这个虚拟的块设备,且需要采取一定的备份策略,防止断电或磁盘损坏造成数据丢失。
    
  4. IO 热度统计

    IO 热度统计也以 Block 为基本单位,每个 Block 内的任何一个 sector 被访问,该 Block 的热度都为增加。由于大 IO 以及顺序 IO 在性能在传统硬盘和 SSD 上的差异并不是特别大,所以在进行热度统计是应该考虑排除大 IO 和顺序 IO。
    
  5. 数据迁移

    可以采用自动方式或手动方式。自动方式由驱动内的定时器驱动,每隔一定的时间,启动数据迁移的扫描,将 IO 热度统计中的热数据向高性能存储设备迁移,冷数据向低性能存储设备迁移;手动方式由用户指定,将某块数据向高性能存储设备迁移或低性能设备迁移。手动数据迁移方式增加了更大的灵活性和可扩展性。
    

    #####

    图 4 虚拟设备与物理设备的地址映射
    
    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)
    

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开源实现

BTier 基于 Block Device 的分层存储方案的开源实现。BTier 最大支持 16 个设备的虚拟化,这些设备被 BTier 简单地捆绑成一个 btier 块设备,因此,其中任何一个设备的失效,都会导致整个 btier 的失效。

编译并以模块形式安装 BTier 之后,会创建一个名为 tiercontrol 的字符设备;

然后使用 BTier 提供的 btier_setup 应用可以创建一个新的块设备 btiera,然后就可以对 btiera 设备进行所有块设备的读写操作,包括分区和创建文件系统。

BTier 还提供了丰富的 sysfs 接口,进行控制和信息获取,如数据迁移的开关,间隔时间,IO 统计信息等。

不过 BTier 每个 Tier 层仅支持 1 个物理设备,同层多个设备的虚拟化需要借助其他的方法,在虚拟化上面,BTier 还有可以改善的空间。

 

##
基于 LVM 的分层存储方案

Linux 的逻辑卷管理(LVM)提供了存储虚拟化,可以将多个物理卷(PV)建成一个卷组(VG),然后再在 VG 里创建虚拟卷(VG)。而且 LVM 提供了在不同物理卷之间迁移数据的 API。因此,基于 LVM 的分层存储方案借助 LVM 的虚拟化和数据迁移的能力,实现会更简单。

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方案结构

该方案中,数据一致性的问题以及数据迁移时 IO 中断的问题都由 LVM 进行处理,重点在于如何分析并统计 IO 的热度信息,并且不涉及内核态的开发。该方案的结构如图 5 所示。

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图 5 基于 LVM 的分层存储方案

![](data:image/png;base64,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)

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方案实现

该方案的实现主要包括以下内容:
  1. 创建虚拟设备

    使用 pvcreate 将所有的物理磁盘创建成物理卷(PV);再使用 vgcreate 将所有的 VG 创建成一个卷组(VG);最后使用 lvcreate 在创建出来的 VG 上建虚拟卷。
    
  2. IO 热度统计

    IO 热度统计可以使用 blktrace 工具,或者实现一个设备驱动来检测 IO 的热度。使用 blkparse 可以解析 blktrace 的输出,然后分析这些 IO 的分布以及读写频度,从而得到 IO 的热度统计信息。
    
  3. 数据迁移

    根据 IO 的热度统计信息,使用 LVM 提供的 pvmove 工具,可以在属于同一个 VG 里的不同 PV 之间进行数据迁移,将热数据和冷数据分布存放在不同的物理卷上。
    

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开源实现

LVMTS(LVM Tired Storage)是一个使用 SSD 和 HDD 来创建混合存储的方案,完全在用户态实现,主要由几个守护进程构成。

Lvmtscd 负责监测 blktrace 的输出并统计块设备的访问频度,并将这些统计信息记录在文件中;

Lvmtsd 负责根据用户配置的信息,启动其他的守护进程,并完成数据迁移。

实际使用中发现,LVMTS 并不是太稳定,而且在 IO 分析统计上并不是太完善,可开发的空间仍然很大。

 

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总结

在 Linux 上实现 Storage Tiering 分层存储,方法有很多,包括使用 Linux Device Mapper 机制等。本文对比较常用的两种方案的实现进行了大概的分析,以及各个方案的优劣,在实际实现中,还有很多细节需要考虑,如 Thin Provision,SSD Trim 等的支持。

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参考资料

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