图 书 馆
在构建大规模信息检索系统的挑战Challenges in Building Large-Scale Information Retrieval Systems |
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| 课程网址: | http://videolectures.net/wsdm09_dean_cblirs/ |
| 主讲教师: | Jeffrey Dean |
| 开课单位: | 谷歌公司 |
| 开课时间: | 2009-03-12 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Building and operating large-scale information retrieval systems used by hundreds of millions of people around the world provides a number of interesting challenges. Designing such systems requires making complex design tradeoffs in a number of dimensions, including (a) the number of user queries that must be handled per second and the response latency to these requests, (b) the number and size of various corpora that are searched, (c) the latency and frequency with which documents are updated or added to the corpora, and (d) the quality and cost of the ranking algorithms that are used for retrieval. In this talk I'll discuss the evolution of Google's hardware infrastructure and information retrieval systems and some of the design challenges that arise from ever-increasing demands in all of these dimensions. I'll also describe how we use various pieces of distributed systems infrastructure when building these retrieval systems. Finally, I'll describe some future challenges and open research problems in this area. |
| 关 键 词: | 文本挖掘; 信息检索; 搜索引擎 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-07-06：wuyq |
| 阅读次数: | 52 |