A multi-tenant oriented performance monitoring, detecting and scheduling architecture based on SLA

Xuying Cheng, Yuliang Shi, Qingzhong Li
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引用次数: 27

Abstract

Software as a Service (SaaS) is thriving as a new mode of service delivery and operation with the development of network technology and the maturity of application software. SaaS application providers offer services for multiple tenants through the “single-instance multi-tenancy” model, which can effectively reduce service costs due to scale effect. Meanwhile, the providers allocate resources according to the SLA signed with tenants to meet the different needs of service quality. However, the service quality of some tenants will be affected by some abnormal consumption of system resources since both hardware and software resources are shared by tenants. In order to deal with this issue, we proposed a multi-tenant oriented monitoring, detecting and scheduling architecture based on SLA for performance isolation. It would monitor service quality of per tenant, discover abnormal status and dynamically adjust the use of resources based on quantization of SLA parameters to ensure the full realization of SLA tasks.
基于SLA的面向多租户的性能监视、检测和调度体系结构
随着网络技术的发展和应用软件的成熟,软件即服务(SaaS)作为一种新的服务交付和运营模式正在蓬勃发展。SaaS应用提供商通过“单实例多租户”模式为多个租户提供服务,由于规模效应,可以有效降低服务成本。同时,供应商根据与租户签订的SLA进行资源分配,以满足不同的服务质量需求。由于硬件和软件资源由租户共享,部分租户会出现系统资源消耗异常,影响租户的服务质量。为了解决这个问题,我们提出了一种基于SLA实现性能隔离的面向多租户的监控、检测和调度体系结构。通过SLA参数的量化,监控每个租户的服务质量,发现异常状态,动态调整资源使用,保证SLA任务的全面实现。
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