Title :
UDaaS: A Cloud-Based URL-Deduplication-as-a-Service for Big Datasets
Author :
Zawoad, Shams ; Hasan, Ragib ; Warner, Gary ; Skjellum, Anthony
Author_Institution :
Dept. of Comput. & Inf. Sci., Univ. of Alabama at Birmingham, Birmingham, AL, USA
Abstract :
Since the number of potential malicious URLs from diverse sources is large, URL deduplication is needed for the efficient identification of malicious websites. URL Deduplication-as-a-Service (UDaaS) was developed to help a URL analyst to deploy and manage a cloud-based distributed and parallel URL deduplication infrastructure easily, this can improve the performance of malicious websites detection while reducing duplication and quantity of local storage requirements.
Keywords :
Big Data; Web sites; cloud computing; parallel databases; replicated databases; security of data; software performance evaluation; storage management; UDaaS; big datasets; cloud-based URL-deduplication-as-a-service; cloud-based distributed URL deduplication infrastructure; cloud-based parallel URL deduplication infrastructure; duplication reduction; local storage requirements; malicious URL; malicious Website detection; malicious Website identification; performance improvement; Awards activities; Cloud computing; Data mining; Educational institutions; Electronic mail; Servers; Uniform resource locators; Cloud; Parallel Architecture; URL Deduplication;
Conference_Titel :
Big Data and Cloud Computing (BdCloud), 2014 IEEE Fourth International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/BDCloud.2014.79
