WebWave: globally load balanced fully distributed caching of hot published documents

Abdelsalam Heddaya, Sulaiman Mirdad
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引用次数: 80

Abstract

Document publication service over such a large network as the Internet challenges us to harness available server and network resources to meet fast growing demand. We show that large scale dynamic caching can be employed to globally minimize server idle time, and hence maximize the aggregate server throughput of the whole service. To be efficient, scalable and robust, a successful caching mechanism must have three properties: (1) maximize the global throughput of the system; (2) find cache copies without recourse to a directory service, or to a discovery protocol; and (3) be completely distributed in the sense of operating only on the basis of local information. We develop a precise definition, which we call tree load balance (TLB), of what it means for a mechanism to satisfy these three goals. We present an algorithm that computes TLB offline, and a distributed protocol that induces a load distribution that converges quickly to a TLB one. Both algorithms place cache copies of immutable documents on the routing tree that connects the cached document's home server to its clients, thus enabling requests to stumble on cache copies en route to the home server.
WebWave:热发布文档的全局负载均衡全分布式缓存
在Internet这样一个大型网络上的文档出版服务要求我们利用可用的服务器和网络资源来满足快速增长的需求。我们展示了可以使用大规模动态缓存来全局最小化服务器空闲时间,从而最大化整个服务的总服务器吞吐量。为了高效、可扩展和健壮,一个成功的缓存机制必须具有三个属性:(1)最大化系统的全局吞吐量;(2)不借助目录服务或发现协议查找缓存副本;(3)完全分布在仅基于局部信息运作的意义上。对于满足这三个目标的机制,我们给出了一个精确的定义,我们称之为树负载平衡(TLB)。我们提出了一种离线计算TLB的算法,以及一种分布式协议,该协议可以诱导快速收敛到TLB的负载分布。这两种算法都将不可变文档的缓存副本放在路由树上,路由树将缓存文档的主服务器与其客户端连接起来,从而使请求在到主服务器的路由中偶然发现缓存副本。
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