Research ArticleOpen AccessGoogle Scholar indexed
Trusted Heartbeat Framework for Cloud Computing
Department of Computer Engineering, NIT, Surat, India
Department of Computer Engineering, NIT, Surat, India
Department of Computer Engineering, CKPCET, Surat, India
- 1 Department of Computer Engineering, NIT, Surat, India
- 2 Department of Computer Engineering, NIT, Surat, India
- 3 Department of Computer Engineering, CKPCET, Surat, India
Journal of Information Security·Volume 07 (2016)·Pages 103–111·Published 1 April 2016·DOI10.4236/jis.2016.73007
Copy link · social · email
Abstract
In cloud computing environment, as the infrastructure not owned by users, it is desirable that its security and integrity must be protected and verified time to time. In Hadoop based scalable computing setup, malfunctioning nodes generate wrong output during the run time. To detect such nodes, we create collaborative network between worker node ( i.e . data node of Hadoop) and Master node ( i.e . name node of Hadoop) with the help of trusted heartbeat framework (THF). We propose procedures to register node and to alter status of node based on reputation provided by other co-worker nodes.
KeywordsTrusted HeartbeatCloud ComputingHadoop FrameworkReputationAttestation
- (2012) What’s Holding Back the Cloud. http://www.intel.in/content/dam/www/public/us/en/documents/reports/whats-holding-back-the-cloud-peer-research-report2.pdf
- Khan, S.M. and Hamlen, K.W. (2012) Hatman: Intra-Cloud Trust Management for Hadoop. CLOUD’12: Proceedings of 5th International Conference on Cloud Computing, Honolulu, 24-29 June 2012, 494-501. http://dx.doi.org/10.1109/cloud.2012.64
- Feng, J., Chen, Y., Ku, W. and Liu, P. (2010) Analysis of Integrity Vulnerabilities and a Non-Repudiation Protocol for Cloud Data Storage Platforms. ICPPW’10: Proceedings of 39th International Conference on Parallel Processing Workshops, San Diego, 13-16 September 2010, 1-8. http://dx.doi.org/10.1109/icppw.2010.42
- Sujitha, G., Varadharajan, M., Rao, Y.V., Sridev, R., Gauthaum, M.K.S., Narayanan, S., Raja, R.S. and Shalinie, S.M. (2013) Improving Security of Parallel Algorithm Using Key Encryption Technique. Information Technology Journal, 12, 2398. http://dx.doi.org/10.3923/itj.2013.2398.2404
- Contractor, D. and Patel, D. (2012) Trust Management Framework for Attenuation of Application Layer DDoS Attack in Cloud Computing. IFIPTM 2012: 6th IFIP WG 11.11 International Conference on Trust Management, 374, 201-208. http://dx.doi.org/10.1007/978-3-642-29852-3_14
- Futral, W. and Greene, J. (2013) Introduction to Trust and Intel Trusted Execution Technology. Intel Trusted Execution Technology for Server Platforms, 1-14.
- TPM Software Stack (TSS) Specification, Version 1.2. http://www.trustedcomputinggroup.org/resources/tcg_software_stack_specification_tss_12_faq
- White, T. (2012) Hadoop: The Definitive Guide. O’Reilly.
- Dean, J. and Ghemawat, S. (2008) MapReduce: Simplified Data Processing on Large Clusters. Communications of the ACM, 51, 107-113. http://dx.doi.org/10.1145/1327452.1327492
- Borthakur, D. (2007) The Hadoop Distributed File System: Architecture and Design. In hadoop.apache.org, 2007. http://hadoop.apache.org/docs/r0.18.0/hdfs_design.pdf
- Hoffmann, H., Eastep, J., Santambrogio, M.D., Miller, J.E. and Agarwal, A. (2010) Application Heartbeats for Software Performance and Health. ACM Sigplan Notices, 45, 347-348. http://dx.doi.org/10.1145/1837853.1693507
- Hanson, J. (2011) Hadoop Heartbeat. http://www.ibm.com/developerworks/library/wa-introhdfs/
- Krautheim, F.J., Phatak, D.S. and Sherman, A.T. (2010) Introducing the Trusted Virtual Environment Module: A New Mechanism for Rooting Trust in Cloud Computing. TRUST ’10: Proceedings of 3rd International Conference on Trust and Trustworthy Computing, Berlin, 21-23 June 2010, 211-227. http://dx.doi.org/10.1007/978-3-642-13869-0_14