公开(公告)号：US20150381699A1

公开(公告)日：2015-12-31

申请号：US14531080

申请日：2014-11-03

Applicant: GOOGLE INC.

Inventor： Michael Eastham ,  Hui Xu ,  Biping Meng ,  Xiaobo Zhou

IPC: H04L29/08 ,  H04L12/24

CPC classification number: H04L67/02 ,  G06F17/30887 ,  G06F17/30902 ,  G06F17/30905 ,  H04L41/0293

Abstract: Implementations optimize a browser render process by identifying content neutral embedded items and rendering a web page without fetching the content neutral items. An example method includes identifying a URL pattern common to a plurality of URLs stored in fetch records and selecting a sample of URLs from the plurality. The method also includes, for each URL in the sample, determining whether the URL is optional by generating a first rendering result using content for the URL and a second rendering result without using the content for the URL and calculating a similarity score for the URL by comparing the first rendering result and the second rendering result, the URL being optional when the similarity score is greater than a similarity threshold. The method may also include storing the URL pattern in a data store of optional resource patterns when a majority of the URLs in the sample are optional.

Abstract translation: 实现通过识别内容中性嵌入式项目并呈现网页而不获取内容中性项目来优化浏览器呈现过程。 示例性方法包括识别存储在获取记录中的多个URL共同的URL模式，并从多个URL中选择URL的样本。 该方法还包括对于样本中的每个URL，通过使用用于URL的内容生成第一呈现结果来确定URL是否是可选的，而在不使用URL的内容的情况下再次计算第二呈现结果，并且通过 比较第一呈现结果和第二呈现结果，当相似性得分大于相似性阈值时，该URL是可选的。 该方法还可以包括当样本中的大多数URL是可选的时将URL模式存储在可选资源模式的数据存储中。

公开(公告)号：US09736212B2

公开(公告)日：2017-08-15

申请号：US14531080

申请日：2014-11-03

Applicant: GOOGLE INC.

Inventor： Michael Eastham ,  Hui Xu ,  Biping Meng ,  Xiaobo Zhou

IPC: G06F15/16 ,  G06F15/173 ,  H04L29/08 ,  H04L12/24 ,  G06F17/30

CPC classification number: H04L67/02 ,  G06F17/30887 ,  G06F17/30902 ,  G06F17/30905 ,  H04L41/0293

Abstract: Implementations optimize a browser render process by identifying content neutral embedded items and rendering a web page without fetching the content neutral items. An example method includes identifying a URL pattern common to a plurality of URLs stored in fetch records and selecting a sample of URLs from the plurality. The method also includes, for each URL in the sample, determining whether the URL is optional by generating a first rendering result using content for the URL and a second rendering result without using the content for the URL and calculating a similarity score for the URL by comparing the first rendering result and the second rendering result, the URL being optional when the similarity score is greater than a similarity threshold. The method may also include storing the URL pattern in a data store of optional resource patterns when a majority of the URLs in the sample are optional.

公开(公告)号：US10284623B2

公开(公告)日：2019-05-07

申请号：US15672895

申请日：2017-08-09

Applicant: GOOGLE INC.

Inventor： Michael Eastham ,  Hui Xu ,  Biping Meng ,  Xiaobo Zhou

IPC: H04L29/08 ,  H04L12/24 ,  G06F17/30

Abstract: Implementations optimize a browser render process by identifying content neutral embedded items and rendering a web page without fetching the content neutral items. An example method includes identifying a URL pattern common to a plurality of URLs stored in fetch records and selecting a sample of URLs from the plurality. The method also includes, for each URL in the sample, determining whether the URL is optional by generating a first rendering result using content for the URL and a second rendering result without using the content for the URL and calculating a similarity score for the URL by comparing the first rendering result and the second rendering result, the URL being optional when the similarity score is greater than a similarity threshold. The method may also include storing the URL pattern in a data store of optional resource patterns when a majority of the URLs in the sample are optional.