S. Afshari, B. Aminshahidy, and M. Pishvaie, Application of an improved harmony search algorithm in well placement optimization using streamline simulation, Journal of Petroleum Science and Engineering, vol.78, issue.3-4, pp.664-678, 2011.
DOI : 10.1016/j.petrol.2011.08.009

A. Ahmed, A. Bakar, and A. Hamdan, Harmony search algorithm for optimal word size in symbolic time series representation, Proc. Conf. on Data Mining and Optimization, Malaysia, pp.57-62, 2011.

A. Ajith and C. Murthy, Algorithms for reliability-oriented module allocation in distributed computing systems, Journal of System Software, vol.40, pp.125-138, 1998.

M. Al-betar, A. Khader, and M. Zaman, University Course Timetabling Using a Hybrid Harmony Search Metaheuristic Algorithm, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), vol.42, issue.5, pp.66-681, 2012.
DOI : 10.1109/TSMCC.2011.2174356

J. Balicki, V. Alexandrov, G. Vanalbada, and P. Sloot, Negative Selection with Ranking Procedure in Tabu-Based Multi-criterion Evolutionary Algorithm for Task Assignment, Proc. the 6th Int. Conference on Computational Science, pp.863-870, 2006.
DOI : 10.1007/11758532_112

J. Balicki, An Adaptive Quantum-based Multiobjective Evolutionary Algorithm for Efficient Task Assignment in Distributed Systems, Recent Advances in Computer Engineering. Proc. of the 13th WSEAS Int. Conf. on Computers, pp.417-422, 2009.

J. Balicki, W. Kor?ub, J. Szyma?ski, and M. Zakidalski, Big Data Paradigm Developed in Volunteer Grid System with Genetic Programming Scheduler, Proc. of the 13th Int. Conf. on Artificial Intelligence and Soft Computing ICAISC, Part II, pp.771-782, 2014.
DOI : 10.1007/978-3-319-07173-2_66

J. Balicki, Z. Kitowski, E. Zitzler, K. Deb, and L. Thiele, Multicriteria Evolutionary Algorithm with Tabu Search for Task Assignment, Proc. the 1st Int. Conference on Evolutionary Multi- Criterion Optimization, pp.373-384, 1993.
DOI : 10.1007/3-540-44719-9_26

J. Balicki, W. Korlub, and H. Krawczyk, Genetic programming with negative selection for volunteer computing system optimization, 2013 6th International Conference on Human System Interactions (HSI), pp.271-278, 2013.
DOI : 10.1109/HSI.2013.6577835

L. Cao, V. Gorodetsky, and P. Mitkas, Agent Mining: The Synergy of Agents and Data Mining, IEEE Intelligent Systems, vol.24, issue.3, pp.64-72, 2009.
DOI : 10.1109/MIS.2009.45

J. Dean and S. Ghemawat, MapReduce, Communications of the ACM, vol.51, issue.1, pp.1-13, 2008.
DOI : 10.1145/1327452.1327492

Z. Geem, J. Kim, and G. Loganathan, A New Heuristic Optimization Algorithm: Harmony Search, SIMULATION, vol.125, issue.2, pp.60-68, 2001.
DOI : 10.1061/(ASCE)0733-9496(1999)125:4(215)

T. Gunarathne, Cloud computing paradigms for pleasingly parallel biomedical applications, Proc. Int. Symp. on High Performance Distributed Computing, pp.460-469, 2010.
DOI : 10.1002/cpe.1780

URL : http://grids.ucs.indiana.edu/ptliupages/publications/ecmls2010_submission_12.pdf

L. Guojun, Z. Ming, and Y. Fei, Large-Scale Social Network Analysis Based on MapReduce, Proc. Int. Conference on Computational Aspects of Social Networks, pp.487-490, 2010.

Z. Huang, C. Wang, L. Liu, and Y. Peng, Improve availability of fault-tolerant computing: Optimal multi-task allocation in MapReduce, 2012 7th International Conference on Computer Science & Education (ICCSE), pp.249-254, 2012.
DOI : 10.1109/ICCSE.2012.6295068

N. Jennings, M. Wooldridge, N. Jennings, and M. Wooldridge, Applications of Intelligent Agents, pp.3-28, 1998.
DOI : 10.1007/978-3-662-03678-5_1

M. Kafil and I. Ahmad, Optimal task assignment in heterogeneous distributed computing systems, IEEE Concurrency, vol.6, issue.3, pp.42-51, 1998.
DOI : 10.1109/4434.708255

S. Kartik and C. Murthy, Task allocation algorithms for maximizing reliability of distributed computing systems, IEEE Transactions on Computers, vol.46, issue.6, pp.719-724, 1997.
DOI : 10.1109/12.600888

K. Leyton-brown and Y. Shoham, Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations, 2008.

H. Li and R. Chosler, Application of Multilayered Multi-Agent Data Mining Architecture to Bank Domain, Proc. Int. Conf. on Wireless Communications, Networking and Mobile Comp, pp.6721-6724, 2007.

D. Manjarres, A survey on applications of the harmony search algorithm, Engineering Applications of Artificial Intelligence, vol.26, issue.8, pp.1818-1831, 2013.
DOI : 10.1016/j.engappai.2013.05.008

S. Mardani, M. Akbari, and S. Sharifian, Fraud detection in Process Aware Information systems using MapReduce, 2014 6th Conference on Information and Knowledge Technology (IKT), pp.88-91, 2014.
DOI : 10.1109/IKT.2014.7030339

N. Marz and J. Warren, Big data -Principles and best practices of scalable realtime data systems, 2014.

O. Leary and D. , Artificial Intelligence and Big Data, IEEE Intelligent Systems, vol.28, issue.2, pp.96-99, 2013.
DOI : 10.1109/MIS.2013.39

D. Ostrowski, MapReduce Design Patterns for Social Networking Analysis, 2014 IEEE International Conference on Semantic Computing, pp.316-319, 2014.
DOI : 10.1109/ICSC.2014.61

J. Paluszak, Optimizing the use of resources in distributed systems with grid architecture, 2015.

X. Qiu, Using MapReduce Technologies in Bioinformatics and Medical Informatics, Proc. the Int. Conf. for High Performance Computing, Networking, Storage and Analysis, 2009.

H. Sarvari and K. Zamanifar, A Self-Adaptive Harmony Search Algorithm for Engineering and Reliability Problems, 2010 Second International Conference on Computational Intelligence, Modelling and Simulation, pp.59-64, 2010.
DOI : 10.1109/CIMSiM.2010.45

N. Schneidewind, Allocation and analysis of reliability: multiple levels: system, subsystem, and module, Innovations in System and Software Engineering, pp.121-136, 2006.
DOI : 10.1002/047122460X

S. Shatz and J. Wang, Models and algorithms for reliability-oriented task-allocation in redundant distributed-computer systems, IEEE Transactions on Reliability, vol.38, issue.1, pp.16-27, 1989.
DOI : 10.1109/24.24570

K. Shvachko, The Hadoop Distributed File System, 2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST), pp.1-10, 2010.
DOI : 10.1109/MSST.2010.5496972

URL : http://storageconference.org/2010/Papers/MSST/Shvachko.pdf

C. Snijders, U. Matzat, and U. Reips, Big Data': Big gaps of knowledge in the field of Internet, International Journal of Internet Science, vol.7, pp.1-5, 2012.

T. Shwe and A. Win, A fault tolerant approach in cluster computing system. The 5th Int, Conf. on Electrical Engineering/Electronics, vol.1, pp.149-152, 2008.
DOI : 10.1109/ecticon.2008.4600394

B. Twardowski and D. Ryzko, Multi-agent Architecture for Real-Time Big Data Processing, 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), pp.333-337, 2014.
DOI : 10.1109/WI-IAT.2014.185

T. Varvarigou and J. Trotter, Module replication for fault-tolerant real-time distributed systems, IEEE Transactions on Reliability, vol.47, issue.1, pp.8-18, 1998.
DOI : 10.1109/24.690885

V. Vavilapalli, Apache Hadoop YARN, Proceedings of the 4th annual Symposium on Cloud Computing, SOCC '13, pp.1-516, 2013.
DOI : 10.1145/2523616.2523633

T. Verbrugge and B. Dunin-k?plicz, Teamwork in Multi-Agent Systems. A formal Approach, 2010.

L. Wang and L. Li, A coevolutionary differential evolution with harmony search for reliability???redundancy optimization, Expert Systems with Applications, vol.39, issue.5, pp.5271-5278, 2012.
DOI : 10.1016/j.eswa.2011.11.012

J. W?glarz, J. B?a?ewicz, and M. Kovalyov, Preemptable malleable task scheduling problem, IEEE Transactions on Computers, vol.55, pp.486-490, 2006.

M. Wooldridge, Introduction to MultiAgent Systems, 2002.

D. Zhou, A Multi-Agent Distributed Data Mining Model Based on Algorithm Analysis and Task Prediction, 2010 2nd International Conference on Information Engineering and Computer Science, pp.1-4, 2010.
DOI : 10.1109/ICIECS.2010.5678352

D. Zou, A novel global harmony search algorithm for reliability problems, Computers & Industrial Engineering, vol.58, issue.2, pp.307-316, 2010.
DOI : 10.1016/j.cie.2009.11.003