nach oben

The Journal of Supercomputing

Erschienen in:

01.02.2014

SHAPE—an approach for self-healing and self-protection in complex distributed networks

verfasst von: Inderpreet Chopra, Maninder Singh

Erschienen in: The Journal of Supercomputing | Ausgabe 2/2014

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

Increasing complexity of large scale distributed systems is creating problem in managing faults and security attacks because of the manual style adopted for management. This paper proposes a novel approach called SHAPE to self-heal and self-protect the system from various kinds of faults and security attacks. It deals with hardware, software, and network faults and provides security against DDoS, R2L, U2L, and probing attacks. SHAPE is implemented and evaluated against various standard metrics. The results are provided to support the approach.

Vorheriger Artikel Measurement of the latency parameters of the Multi-BSP model: a multicore benchmarking approach

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Foster I, Kesselman C, Nick JM, Tuecke S (2004) The physiology of the grid. Global Grid Forum

Armbrust M, Fox A, Griffith R, Joseph AD, Katz R, Konwinski A, Lee G, Patterson D, Rabkin A, Stoica I, Zaharia M (2010) A view of cloud computing. Commun ACM 53(4):50–58 CrossRef

Sun W, Zhang X, Guo CJ, Sun P, Su H (2008) Software as a service: configuration and customization perspectives. In: Congress on services part II, SERVICES-2, 23–26 Sept. IEEE Press, New York

Foster I, Zhao Y, Raicu I, Lu S (2008) Cloud computing and grid computing 360-degree compared. In: IEEE grid computing environments GCE08

Chopra I, Singh M (2010) Analysing the need for autonomic behaviour in grid computing. In: Computer and automation engineering (ICCAE). IEEE Press, New York, pp 535–539

Ganek AG, Corbi TA (2003) The dawning of the autonomic computing era. IBM Syst J 42(1):5–18 CrossRef

Psaier H Dustdar S (2011) A survey on self-healing systems: approaches and systems. Computing. Springer, Berlin

Ghosh D, Sharman R, Raghav Rao H, Upadhyaya S (2006) Self-healing systems—survey and synthesis. Elsevier, Amsterdam

Parashar M, Hariri S (2005) Autonomic computing: an overview Springer, Berlin, pp 247–259

10.

Garg R, Singh AK (2011) Fault tolerance in grid computing: state of art and open issues. Int J Comput Sci Eng Surv IJCSES

11.

Hoffmann H, Eastep J et al (2010) Application heartbeats: a generic interface for specifying program performance and goals in autonomous computing environments. In: Proceeding of the 7th international conference on autonomic computing, ICAC. New York, NY, USA. ACM, New York, 7988 pp

12.

Maggio M, Hoffmann H, Leva A (2010) Controlling software applications via resource allocation within the heartbeats framework In: Proceeding of the 49th international conference on decision and control, Atlanta, USA. IEEE Press, New York

13.

Maggio M, Hoffmann H, Santambrogio MD, Agarwal A, Leva A (2011) A comparison of autonomic decision making techniques. Computer science and artificial intelligence laboratory technical report, MIT

14.

Amoon M (2011) A development of fault-tolerant and scheduling system for grid computing. GESJ, Comput Sci Telecommun

15.

Zhao L, Ren Y, Xiang Y, Sakurai K (2010) Faulttolerant scheduling with dynamic number of replicas in heterogeneous systems. In: High performance computing and communications (HPCC), pp 434–441

16.

Claudel B, De Palma N, Lachaize R, Hagimont D (2006) Self-protection for distributed component based applications. Springer, Berlin

17.

Networks A (2012) Arbor special report: worldwide infrastructure security report, vol VIII

18.

Varalakshmi P, Thamarai Selvi S (2013) Thwarting DDoS attacks in grid using information divergence. Future Gener Comput Syst

19.

Cappelli D, Moore A, Trzeciak R (2012) The CERT guide to insider threats: how to prevent, detect, and respond to information technology crimes (theft, sabotage, fraud). SEI series in software engineering. Addison–Wesley, Reading, 28 pp

20.

Humphrey M, Thompson M (2002) Security implications of typical grid computing usage scenarios, cluster computing, vol 5, issue 3, July

21.

Kendall K (1999) In: A database of computer attacks for the evaluation of intrusion detection systems, June

22.

McAfee (2006) Archived from the original on rootkits, part 1 of 3: the growing threat

23.

NMAP Homepage (1998) http://www.insecure.org/nmap/index.html

24.

Bace R (2000) Intrusion detection. Macmillan Technical Publishing, Indianapolis

25.

Baker A, Beale J, Caswell B, Poore M (2004) Snort 2.1 intrusion detection, 2nd edn. http://www.snort.org/

26.

Roesch M (1999) Snort—lightweight intrusion detection for networks. In: Proceedings of the 13th LISA conference of USENIX association

27.

Ali Aydin M, Halim Zaim A, Gökhan Ceylan K (2009) A hybrid intrusion detection system design for computer network security. Comput Electr Eng 35:517–526 CrossRefMATH

28.

Ding Y-X, Xiao M, Liu A-W (2009) Research and implementation on snort-based hybrid intrusion detection system. In: Proceedings of the eighth international conference on machine learning and cybernetics, Baoding, 12–15 July. IEEE Press, New York. doi:10.1109/ICMLC.2009.5212282

29.

Gomez J, Gil C, Padilla N, Banos R, Jimenez C (2009) Design of a snort-based hybrid intrusion detection system. In: IWANN 2009, part II. LNCS, vol 5518, pp 515–522

30.

Katkar V, Bhirud SG (2012) Novel DoS/DDoS attack detection and signature generation. Int J Comput Appl 47(10):18–24

31.

Diaz-Verdejo JE, Garcia-Teodoro P, Munoz P, Macia-Fernandez G (2007) A Snort-based approach for the development and deployment of hybrid IDS. IEEE Lat Am Trans 5(6):386–392 CrossRef

32.

Hwang K, Cai M, Chen Y, Qin M (2007) Hybrid intrusion detection with weighted signature generation over anomalous Internet episodes. IEEE Trans Dependable Secure Comput 4(1):41–55 CrossRef

33.

Wuu LC, Hung CH, Chen SF (2007) Building intrusion pattern miner for Snort network intrusion detection system. J Syst Softw 80(10):1699–1715 CrossRef

34.

Brahmi I, Yahia SB, Poncelet P (2011) A Snort-based mobile agent for a distributed intrusion detection system. In: SECRYPT 2011—proceedings of the international conference on security and cryptography, Seville, Spain, 18–21 July

35.

Suryawanshi GR, Vanjale SB (2010) Mobile agent for distributed intrusion detection system in distributed system. In: Proceedings in international journal of artificial intelligence and computational research (IJAICR), June

36.

Exposito JA Ametller J Robles S (2010) Configuring the JADE HTTP MTP

37.

Zolnowski AP (2012) JADE-PKI 1.0 manual, 9 September

38.

Linux Kernel Mailing List (2006) Fixes for uli5261 (tulip driver), Aug. http://lkml.org/lkml/2006/8/19/59

39.

Kadav A, Renzelmann MJ, Swift MM (2009) Tolerating hardware device failures in software, SOSP’09, 11–14 October

40.

Maciej Szmit, Adamus S, Bugaa S, Szmit A (2012) Anomaly detection 3.0 for Snort. Snort.AD Project

41.

Boser BE, Guyon IM, Vapnik VN (1992) A training algorithm for optimal margin classifiers. In: 5th annual ACM workshop on COLT. ACM Press, Pittsburgh, pp 144–152

Titel: SHAPE—an approach for self-healing and self-protection in complex distributed networks
verfasst von: Inderpreet Chopra
Maninder Singh
Publikationsdatum: 01.02.2014
Verlag: Springer US
Erschienen in: The Journal of Supercomputing / Ausgabe 2/2014
Print ISSN: 0920-8542
Elektronische ISSN: 1573-0484
DOI: https://doi.org/10.1007/s11227-013-1019-3

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Springer Professional "Technik"

Springer Professional "Wirtschaft+Technik"

Weitere Artikel der Ausgabe 2/2014

Parallel multigrid algorithms based on generic approximate sparse inverses: an SMP approach

Recent progress and challenges in exploiting graphics processors in computational fluid dynamics

Direct volume rendering of unstructured tetrahedral meshes using CUDA and OpenMP

Measurement of the latency parameters of the Multi-BSP model: a multicore benchmarking approach

Parallel labeling of massive XML data with MapReduce

Supporting faulty banks in NUCA by NoC assisted remapping mechanisms