电脑从IDE硬盘,升级到SSD硬盘,操作系统启动速度,软件运行的速度明显不一样。业务系统从普通的硬盘存储,过度到专业级SAN全光纤存储,甚至对数据进行上几百GB的全内存加速,目的就是为了提高数据读写的速度,提升终端用户的体验。所以,存储系统通常会围绕IOPS指标来选型,场景不一样IOPS的选择也不一样。当然价格也不一样。云存储涉及到的弹性块存储,以及对象存储都有同样的考量指标 ,目标笔者了解到的是,弹性块存储通常在几十MB左右,而结合SSD方案的,则可以到上百MB。云存储为了提高读的能力,通常结合了CDN技术。部分厂家还提供了上传加速,比如七牛。
备份系统,非常关注一次备份和恢复的时间窗口,主要原因在于大部分备份系统是构建在生产主系统之上。通常备份越快,对业务系统的影响越小。业务系统的场景非常复杂,有的是文件大,如视频,图片,系统压缩文件,如多备份不少客户是数据库压缩后的文件进行备份,但单个文件得几百GB ;有的客户是海量的文件,如邮件系统,规模上TB级,数量也在亿级别。如何在最短之内把数据备份完成,通常是一个比较辣手的问题。在这块包括先压缩后备份,先归档再备份,或者直接快照后再备份等各种方案都有。基本上总结起来就包括文件系统级的,IO块级别的,或者快照级别的备份。文件系统级实施简单,价格低,性能受限文件系统IO能力;IO块级别实施复杂,价格贵,通常需要变化存储架构;快照级别可能对存储架构会有调整,适合规模小一点的。传统主流大厂的方案一般都会有以上几个组合。多备份目前聚焦在文件系统对象级,IO块和快照方案作为辅组;结合变扫描边备份,实时发现,智能压缩,自适应CPU硬件加密等方案,尽可能减低处理时间。依赖备份方案,恢复的机制相应也不一样,恢复速度也不一样; 对于纯粹的备份来说,按照备份对象序列差异式的恢复变化的内容,依然是一个可靠与速度平衡的解决思路,且在目标系统可用的情况下,是非常合适的一个方案。如果对于做了异地备份的情况,灾难式的恢复通常会受限于网络通道。
这里的变大,是指存储解决的问题是如何存储超大规模的数据。在我们日常话题中,通常沟通交流的是谁家的硬盘支持1TB,2TB,4TB等,业务系统支持多少用户规模,产生了多少TB数据,数据库存储规模如何等, 衡量一个存储系统设计的是否好,就是在大规模数据下,系统反应良好,用户感觉流畅。而支持这一目标,通常会说存储服务器支持的硬盘块数,单块硬盘的容量,当然IO通道能力也是配套指标。
为了支持足够的大,配上专门的存储交换机,快速把大容量存储阵列映射到不同的服务器上;而数据集中存储在SAN网络中,有的高达几百TB甚至PB级别。即使这样,支持压缩的特性也能派上用场,特别巨大的数据量,对存储的数据默认进行压缩或去重,降低数据占用空间。云存储的出现,更是把容量推向了几乎无限;单个云平台或者准确受限于存储机房区域的容量和区域的数量。由于动态扩容特性,当存储网络不够时,在IDC空间足够的情况下,可以不断增加节点完成存储节点的增加。
通常当数据足够大,数据足够久的时候,数据就需要归档备份起来。而备份就是解决如何保持完整的数据同时,能更好的减低存储开销。所以,一般来说,由于备份会采取在原端去重,或存储端全局去重等技术,保持最小的备份空间。同时包括压缩等方案,也会自动在备份流程中引入。在传统的实施方案中,由于要定期作全量,数据会变得很大,所以一般保留3个月,或半年,或按年做次全量等策略 ; 在快照模型下,由于产生的数据规模比较大,通常云主机对云磁盘采取的快照备份一般也保持几个快照。传统备份产品也有全增量策略,只是结合硬件存储方案,使用和管理成本依然还是比较高; 多备份采取的全增量策略,优势主要集中在混合云索引增量模型,数据保持最小增长规模可靠存储的同时,还可以保持更简单的快速恢复体验,大规模数据备份非常省空间。
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