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Authors: Wenting Li ; Qingni Shen ; Chuntao Dong ; Yahui Yang and Zhonghai Wu

Affiliation: Peking University, China

Keyword(s): DDoS, Hadoop, YARN, Attack Broadness, Attack Strength, Security.

Abstract: Distributed denial-of-service (DDoS) attack continues to grow as a threat to organizations worldwide. This attack is used to consume the resources of the target machine and prevent the legitimate users from accessing them. This paper studies the vulnerabilities of Health Check Service in Hadoop/YARN and the threat of denial-of-service to a YARN cluster with multi-tenancy. We use theoretical analysis and numerical simulations to demonstrate the effectiveness of this DDoS attack based on health check service (DDHCS). Our experiments show that DDHCS is capable of causing significant impacts on the performance of a YARN cluster in terms of high attack broadness (averagely 85.6%), high attack strength (more than 80%) and obviously resource utilization degradation. In addition, some novel schemes are proposed to prevent DDHCS attack efficiently by improving the YARN security.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Li, W.; Shen, Q.; Dong, C.; Yang, Y. and Wu, Z. (2016). DDHCS: Distributed Denial-of-service Threat to YARN Clusters based on Health Check Service. In Proceedings of the 2nd International Conference on Information Systems Security and Privacy - ICISSP; ISBN 978-989-758-167-0; ISSN 2184-4356, SciTePress, pages 146-156. DOI: 10.5220/0005741801460156

@conference{icissp16,
author={Wenting Li. and Qingni Shen. and Chuntao Dong. and Yahui Yang. and Zhonghai Wu.},
title={DDHCS: Distributed Denial-of-service Threat to YARN Clusters based on Health Check Service},
booktitle={Proceedings of the 2nd International Conference on Information Systems Security and Privacy - ICISSP},
year={2016},
pages={146-156},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005741801460156},
isbn={978-989-758-167-0},
issn={2184-4356},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Information Systems Security and Privacy - ICISSP
TI - DDHCS: Distributed Denial-of-service Threat to YARN Clusters based on Health Check Service
SN - 978-989-758-167-0
IS - 2184-4356
AU - Li, W.
AU - Shen, Q.
AU - Dong, C.
AU - Yang, Y.
AU - Wu, Z.
PY - 2016
SP - 146
EP - 156
DO - 10.5220/0005741801460156
PB - SciTePress

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