BacklinkDB: A Purpose-Built Backlink Database Management System
Permanent link
https://hdl.handle.net/10037/28861Date
2023-02-15Type
Master thesisMastergradsoppgave
Author
Jørgensen, Marius LøvoldAbstract
In order to compile a list of all the backlinks for a given webpage, we need knowledge about all the outgoing links on the web. Traversing the web and storing all the backlink data in a database allows us to efficiently retrieve the list of backlinks for a web page on demand. However, the web consists of billions of backlinks which translates to terabytes of data. As the web is continuously evolving, the database needs to be rebuilt periodically in order for it to closely resemble the current state of the web.
This thesis presents BacklinkDB, a purpose-built database management system designed for managing a backlink database. Using a series of in-memory hash indices allows for high insert throughput when building the database. The backlink data for a given domain is stored together in sections throughout the database file. This allows for the requested backlink data to be easily located. With a simple SQL-inspired query language, the users can both insert and retrieve backlink data.
The evaluation shows that building a purpose-built database management system allows us to make the trade-offs between which performance metrics that is important. In this thesis, we will focus on creating a scalable backlink database management system with high insert performance.
Publisher
UiT Norges arktiske universitetUiT The Arctic University of Norway
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