• 638 Citations
  • 14 h-Index
20012020

Research output per year

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Research Output

2020

Flat and hierarchical system deployment for edge computing systems

Wang, E., Li, D., Dong, B., Zhou, H. & Zhu, M., Apr 2020, In : Future Generation Computer Systems. 105, p. 308-317 10 p.

Research output: Contribution to journalArticle

Job scheduler for streaming applications in heterogeneous distributed processing systems

Al-Sinayyid, A. & Zhu, M., 1 Jan 2020, (Accepted/In press) In : Journal of Supercomputing.

Research output: Contribution to journalArticle

Minimize Cost of Data Transfers Using Bandwidth Reservation on FPVB Paths of Dynamic HPNs

Zuo, L. & Zhu, M. M., Feb 2020, 2020 International Conference on Computing, Networking and Communications, ICNC 2020. Institute of Electrical and Electronics Engineers Inc., p. 74-78 5 p. 9049789. (2020 International Conference on Computing, Networking and Communications, ICNC 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

QoS provisioning for various types of deadline-constrained bulk data transfers between data centers

Hou, A., Wu, C. Q., Qiao, R., Zuo, L., Zhu, M. M., Fang, D., Nie, W. & Chen, F., Apr 2020, In : Future Generation Computer Systems. 105, p. 162-174 13 p.

Research output: Contribution to journalArticle

2019

A study on flat and hierarchical system deployment for edge computing

Li, D., Dong, B., Wang, E. & Zhu, M., 12 Mar 2019, 2019 IEEE 9th Annual Computing and Communication Workshop and Conference, CCWC 2019. Chakrabarti, S. & Saha, H. N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 163-169 7 p. 8666572. (2019 IEEE 9th Annual Computing and Communication Workshop and Conference, CCWC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Bandwidth reservation for data transfers through multiple disjoint paths of dynamic HPNs

Zuo, L., Zhu, M., Wu, C., Hou, A. & Cao, L., Aug 2019, Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019. Xiao, Z., Yang, L. T., Balaji, P., Li, T., Li, K. & Zomaya, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2455-2460 6 p. 8855448. (Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bandwidth Scheduling for Big Data Transfer with Deadline Constraint between Data Centers

Hou, A., Wu, C. Q., Fang, D., Zuo, L., Zhu, M. M., Zhang, X., Qiao, R. & Yin, X., 21 Feb 2019, Proceedings of INDIS 2018: Innovating the Network for Data-Intensive Science, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 55-63 9 p. 8648791. (Proceedings of INDIS 2018: Innovating the Network for Data-Intensive Science, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Co-scheduling of advance and immediate bandwidth reservations for inter-data center transfer

Hou, A., Wu, C. Q., Zuo, L., Quan, D., Li, Y., Zhu, M. M., Duan, Q. & Fang, D., Nov 2019, Proceedings of 6th Annual International Workshop on Innovating the Network for Data Intensive Science, INDIS 2019 - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 25-35 11 p. 08940328. (Proceedings of 6th Annual International Workshop on Innovating the Network for Data Intensive Science, INDIS 2019 - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

EduPar Posters

Aggarwal, D., Cao, F., Charan, H., Deb, D., Ding, D., Dragon, T., Fuad, M., Kumar, P., Joshi, H., Moore, A., Shi, J., Zhu, M., Barnas, M. & Rodriguez, N., 1 May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019. Institute of Electrical and Electronics Engineers Inc., p. 347-349 3 p. 8778245. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Examining the Social Aspect of Climate Change through Mathematics

Basu, D., Panorkou, N. & Zhu, M., Mar 2019, 2019 9th IEEE Integrated STEM Education Conference, ISEC 2019. Institute of Electrical and Electronics Engineers Inc., p. 239-244 6 p. 8882109. (2019 9th IEEE Integrated STEM Education Conference, ISEC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Instance-based deep transfer learning

Wang, T., Huan, J. & Zhu, M., 4 Mar 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 367-375 9 p. 8659197. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Optimizing Trade-Off Between Cost and Performance of Data Transfers Using Bandwidth Reservation in Dedicated Networks

Zuo, L., Zhu, M. M. & Chang, C. H., 15 Jan 2019, In : Journal of Network and Systems Management. 27, 1, p. 166-187 22 p.

Research output: Contribution to journalArticle

3 Scopus citations

Simulation Design and Development for Learning Seasons and Lunar Phases using HTML5 and JavaScript

Zhu, M., Gulati, S. & Panorkou, N., Mar 2019, 2019 9th IEEE Integrated STEM Education Conference, ISEC 2019. Institute of Electrical and Electronics Engineers Inc., p. 414-418 5 p. 8882090. (2019 9th IEEE Integrated STEM Education Conference, ISEC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Bandwidth Reservation Strategies for Scheduling Maximization in Dedicated Networks

Zuo, L., Zhu, M. M. & Wu, C. Q., 1 Jun 2018, In : IEEE Transactions on Network and Service Management. 15, 2, p. 544-554 11 p.

Research output: Contribution to journalArticle

8 Scopus citations

Integrating interactive computer simulations into K-12 earth and environmental science

Zhu, M., Panorkou, N., Lal, P., Etikyala, S., Germia, E., Iranah, P., Samanthula, B. & Basu, D., 17 Apr 2018, ISEC 2018 - Proceedings of the 8th IEEE Integrated STEM Education Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 220-223 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Intelligent Bandwidth Reservation for Big Data Transfer in High-Performance Networks

Zuo, L., Zhu, M. M., Wu, C. Q. & Hou, A., 27 Jul 2018, 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-May. 8422601

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Verification method for area optimization of mixed-polarity Reed-Muller logic circuits

Chen, C., Lin, B. & Zhu, M., 1 Jan 2018, In : Journal of Engineering Science and Technology Review. 11, 1, p. 28-34 7 p.

Research output: Contribution to journalArticle

3 Scopus citations
2017

An ELU Network with Total Variation for Image Denoising

Wang, T., Qin, Z. & Zhu, M., 1 Jan 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Liu, D., Xie, S., El-Alfy, E-S. M., Zhao, D. & Li, Y. (eds.). Springer Verlag, p. 227-237 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10636 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

An integrated intelligent decision support system based on sensor and computer networks

Wu, Q., Zhu, M., Rao, N. S. V., Iyengar, S. S., Brooks, R. R. & Meng, M., 1 Jan 2017, Systems of Systems Engineering: Principles and Applications. CRC Press, p. 281-317 37 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Efficient big data transfer using bandwidth reservation service in high-performance networks

Zuo, L. & Zhu, M. M., 1 Jan 2017, Big Data and Computational Intelligence in Networking. CRC Press, p. 87-106 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Fault-tolerant bandwidth reservation strategies for data transfers in high-performance networks

Zuo, L., Zhu, M. M., Wu, C. Q. & Zurawski, J., 11 Feb 2017, In : Computer Networks. 113, p. 1-16 16 p.

Research output: Contribution to journalArticle

8 Scopus citations

Transport-support workflow composition and optimization for big data movement in high-performance networks

Yun, D., Wu, C. Q. & Zhu, M. M., 1 Dec 2017, In : IEEE Transactions on Parallel and Distributed Systems. 28, 12, p. 3656-3670 15 p., 8000332.

Research output: Contribution to journalArticle

4 Scopus citations
2016

Bandwidth provision strategies for reliable data movements in dedicated networks

Zuo, L. & Zhu, M. M., 1 Jan 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3069-3078 10 p. 7840961. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Energy-efficient task scheduling and consolidation algorithm for workflow jobs in cloud

Khaleel, M. & Zhu, M. M., 1 Jan 2016, In : International Journal of Computational Science and Engineering. 13, 3, p. 268-284 17 p.

Research output: Contribution to journalArticle

13 Scopus citations

Improved scheduling algorithms for single-path multiple bandwidth reservation requests

Zuo, L. & Zhu, M. M., 1 Jan 2016, Proceedings - 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 10th IEEE International Conference on Big Data Science and Engineering and 14th IEEE International Symposium on Parallel and Distributed Processing with Applications, IEEE TrustCom/BigDataSE/ISPA 2016. Institute of Electrical and Electronics Engineers Inc., p. 1692-1699 8 p. 7847142

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations
2015

An Innovative Energy-Aware Cloud Task Scheduling Framework

Alahmadi, A., Che, D., Khaleel, M., Zhu, M. M. & Ghodous, P., 19 Aug 2015, Proceedings - 2015 IEEE 8th International Conference on Cloud Computing, CLOUD 2015. Pu, C. & Mohindra, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 493-500 8 p. 7214082

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations

Concurrent Bandwidth Reservation Strategies for Big Data Transfers in High-Performance Networks

Zuo, L. & Zhu, M. M., 1 Jun 2015, In : IEEE Transactions on Network and Service Management. 12, 2, p. 232-247 16 p., 7103032.

Research output: Contribution to journalArticle

19 Scopus citations

Concurrent bandwidth scheduling for big data transfer over a dedicated channel

Zuo, L., Zhu, M. M. & Wu, C. Q., 1 Jan 2015, In : International Journal of Communication Networks and Distributed Systems. 15, 2-3, p. 169-190 22 p.

Research output: Contribution to journalArticle

16 Scopus citations
7 Scopus citations

Development of MapReduce and MPI programs for motif search

Safran, M., Al-Qahtani, S., Zhu, M. & Che, D., 26 Oct 2015, Proceedings - 2015 IEEE International Conference on Cluster Computing, CLUSTER 2015. Institute of Electrical and Electronics Engineers Inc., p. 500-501 2 p. 7307629. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy-aware job management approaches for workflow in cloud

Khaleel, M. & Zhu, M. M., 26 Oct 2015, Proceedings - 2015 IEEE International Conference on Cluster Computing, CLUSTER 2015. Institute of Electrical and Electronics Engineers Inc., p. 506-507 2 p. 7307632. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Fast and Efficient Bandwidth Reservation Algorithms for Dynamic Network Provisioning

Zuo, L., Zhu, M. M. & Wu, C. Q., 17 Jul 2015, In : Journal of Network and Systems Management. 23, 3, p. 420-444 25 p.

Research output: Contribution to journalArticle

14 Scopus citations

GPU-Accelerated computing with gibbs sampler for the 2PNO IRT model

Sheng, Y., Welling, W. S. & Zhu, M. M., 1 Jan 2015, Quantitative Psychology Research - The 79th Annual Meeting of the Psychometric Society, 2014: The 79th Annual Meeting of the Psychometric Society, Madison, Wisconsin, 2014. van der Ark, L. A., Wang, W-C., Douglas, J. A., Bolt, D. M. & Chow, S-M. (eds.). Springer New York LLC, Vol. 140. p. 59-73 15 p. (Springer Proceedings in Mathematics and Statistics; vol. 140).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Green cloud computing with efficient resource allocation approach

Cao, F., Zhu, M. M. & Wu, C. Q., 7 Jul 2015, Green Services Engineering, Optimization, and Modeling in the Technological Age. IGI Global, p. 116-148 33 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations
2014

Distributed workflow scheduling under throughput and budget constraints in grid environments

Cao, F., Zhu, M. M. & Ding, D., 1 Jan 2014, Job Scheduling Strategies for Parallel Processing - 17th International Workshop, JSSPP 2013, Revised Selected Papers. Springer Verlag, p. 62-80 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8429 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Enhanced first-fit decreasing algorithm for energy-aware job scheduling in cloud

Alahmadi, A., Alnowiser, A., Zhu, M. M., Che, D. & Ghodous, P., 1 Jan 2014, Proceedings - 2014 International Conference on Computational Science and Computational Intelligence, CSCI 2014. IEEE Computer Society, p. 69-74 6 p. 6822306. (Proceedings - 2014 International Conference on Computational Science and Computational Intelligence, CSCI 2014; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

29 Scopus citations

High-throughput scientific workflow scheduling under deadline constraint in clouds

Zhu, M. M., Cao, F. & Wu, C. Q., Apr 2014, In : Journal of Communications. 9, 4, p. 312-321 10 p.

Research output: Contribution to journalArticle

6 Scopus citations
2013

Budget constrained dataflow scheduling for minimized completion time on the cloud

Ding, D., Cao, F., Che, D., Zhu, M. M. & Hou, W. C., 1 Dec 2013, In : International Journal of Computers and their Applications. 20, 4, p. 208-220 13 p.

Research output: Contribution to journalArticle

Cooperative game theory-based approach for energy-aware job scheduling in cloud

Khaleel, M., Alqithami, S., Zhu, M. M., Che, D. & Hou, W. C., 1 Dec 2013, In : International Journal of Computers and their Applications. 20, 4, p. 221-235 15 p.

Research output: Contribution to journalArticle

CS2: A new database synopsis for query estimation

Yu, F., Hou, W. C., Luo, C., Che, D. & Zhu, M., 29 Jul 2013, SIGMOD 2013 - International Conference on Management of Data. p. 469-480 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Scopus citations

Distributed workflow mapping algorithm for maximized reliability under end-to-end delay constraint

Cao, F. & Zhu, M. M., 22 Apr 2013, In : Journal of Supercomputing. 66, 3, p. 1462-1488 27 p.

Research output: Contribution to journalArticle

5 Scopus citations

Energy-aware workflow job scheduling for green clouds

Cao, F. & Zhu, M. M., 1 Dec 2013, Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013. p. 232-239 8 p. 6682072. (Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Energy efficient workflow job scheduling for green cloud

Cao, F. & Zhu, M. M., 1 Jan 2013, Proceedings - IEEE 27th International Parallel and Distributed Processing Symposium Workshops and PhD Forum, IPDPSW 2013. IEEE Computer Society, p. 2218-2221 4 p. 6651134. (Proceedings - IEEE 27th International Parallel and Distributed Processing Symposium Workshops and PhD Forum, IPDPSW 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

On fixed-path variable-bandwidth scheduling in high-performance networks

Zuo, L., Khaleel, M., Zhu, M. M. & Wu, C. Q., 1 Dec 2013, Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013. p. 23-30 8 p. 6682044. (Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Scheduling data processing flows under budget constraint on the cloud

Cao, F., Ding, D., Che, D., Zhu, M. M. & Hou, W. C., 1 Dec 2013, Proceedings of the 2013 Research in Adaptive and Convergent Systems, RACS 2013. p. 69-74 6 p. (Proceedings of the 2013 Research in Adaptive and Convergent Systems, RACS 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Toward flexible and fast routing strategies for dynamic network provisioning

Zuo, L. & Zhu, M. M., 1 Jan 2013, p. 2222-2225. 4 p.

Research output: Contribution to conferencePaper

3 Scopus citations
2012

A cost-effective scheduling algorithm for scientific workflows in clouds

Zhu, M., Wu, Q. & Zhao, Y., 1 Dec 2012, 2012 IEEE 31st International Performance Computing and Communications Conference, IPCCC 2012. p. 256-265 10 p. 6407766. (2012 IEEE 31st International Performance Computing and Communications Conference, IPCCC 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

30 Scopus citations

A Distributed Workflow Management System with Case Study of Real-life Scientific Applications on Grids

Wu, Q., Zhu, M., Gu, Y., Brown, P., Lu, X., Lin, W. & Liu, Y., 16 Aug 2012, In : Journal of Grid Computing. 10, 3, p. 367-393 27 p.

Research output: Contribution to journalArticle

14 Scopus citations

A workflow-based network advisor for data movement with End-to-End performance optimization

Brown, P., Zhu, M., Wu, Q., Yun, D. & Zurawski, J., 1 Dec 2012, Proceedings - 2012 SC Companion: High Performance Computing, Networking Storage and Analysis, SCC 2012. p. 73-81 9 p. 6495804. (Proceedings - 2012 SC Companion: High Performance Computing, Networking Storage and Analysis, SCC 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations