2003 · 329 citations · 23 references
ComputingComputer ScienceComputer SystemsDistributed SystemsInformation RetrievalParallel ComputingDistributed ComputingDistributed Operating SystemsDistributed Systems PerformanceWeb Performance OptimizationWeb SearchCrawlabilityHigh PerformanceLarge-scale Web CrawlingNetwork ResourcesScalable IndexingSearch Engine CrawlingSearch Engine IndexingWeb Crawling
Broad Web search engines as well as many more specialized search tools rely on Web crawlers to acquire large collections of pages for indexing and analysis. Such a Web crawler may interact with millions of hosts over a period of weeks or months, and thus issues of robustness, flexibility, and manageability are of major importance. In addition, I/O performance, network resources, and OS limits must be taken into account in order to achieve high performance at a reasonable cost. In this paper, we describe the design and implementation of a distributed Web crawler that runs on a network of workstations. The crawler scales to (at least) several hundred pages per second, is resilient against system crashes and other events, and can be adapted to various crawling applications. We present the software architecture of the system, discuss the, performance bottlenecks, and describe efficient techniques for achieving high performance. We also report preliminary experimental results based on a crawl of 120 million pages on 5 million hosts.
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Sriram Raghavan, Héctor García-Molina · 2001 · 645 citations
Mercator: A scalable, extensible Web crawler
Allan Heydon, Marc Najork · World Wide Web · 1999 · 578 citations