Title :
Incorporating hardware trust mechanisms in Apache Hadoop: To improve the integrity and confidentiality of data in a distributed Apache Hadoop file system: An information technology infrastructure and software approach
Author :
Cohen, J.C. ; Acharya, Sanjeev
Author_Institution :
Dept. of Comput. & Inf. Sci., Towson Univ., Towson, MD, USA
Abstract :
Pairing Apache Hadoop distributed file storage with hardware based trusted computing mechanisms has the potential to reduce the risk of data compromise. With the growing use of Hadoop to tackle big data analytics involving sensitive data, a Hadoop cluster could be a target for data exfiltration, corruption, or modification. By implementing open standards based Trusted Computing technology at the infrastructure and application levels; a novel and robust security posture and protection is presented. An overview of the technologies involved, description of the proposed infrastructure, and potential software integrations are discussed.
Keywords :
data analysis; distributed processing; storage management; trusted computing; Apache Hadoop distributed file storage; data analytics; data exfiltration; distributed Apache Hadoop file system; hardware based trusted computing mechanisms; hardware trust mechanisms; information technology infrastructure; robust security posture; software integrations; Computer architecture; Cryptography; File systems; Hardware; Standards; HDFS; Hadoop; Trusted Computing;
Conference_Titel :
Globecom Workshops (GC Wkshps), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-4942-0
Electronic_ISBN :
978-1-4673-4940-6
DOI :
10.1109/GLOCOMW.2012.6477672