• 989 Citations
  • 15 h-Index
19972020

Research output per year

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Research Output

  • 989 Citations
  • 15 h-Index
  • 57 Conference contribution
  • 17 Article
  • 2 Editorial
  • 1 Chapter
2019

A foundation for automated placement of data

Otstott, D., Zhao, M., Williams, S., Ionkov, L. & Lang, M., Nov 2019, Proceedings of PDSW 2019: IEEE/ACM 4th International Parallel Data Systems Workshop - 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. 50-59 10 p. 8955261. (Proceedings of PDSW 2019: IEEE/ACM 4th International Parallel Data Systems Workshop - 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

An efficient and flexible metadata management layer for local file systems

Liu, Y., Li, H., Lu, Y., Chen, Z. & Zhao, M., Nov 2019, Proceedings - 2019 IEEE International Conference on Computer Design, ICCD 2019. Institute of Electrical and Electronics Engineers Inc., p. 208-216 9 p. 8988643. (Proceedings - 2019 IEEE International Conference on Computer Design, ICCD 2019).

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

Cachededup: In-line deduplication for flash caching

Li, W., Jean-Baptise, G., Riveros, J., Narasimhan, G., Zhang, T. & Zhao, M., Jan 1 2019, Proceedings of the 14th USENIX Conference on File and Storage Technologies, FAST 2016. USENIX Association, p. 301-314 14 p. (Proceedings of the 14th USENIX Conference on File and Storage Technologies, FAST 2016).

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

CloudCache: On-demand flash cache management for cloud computing

Arteaga, D., Cabrera, J., Xu, J., Zhao, M. & Sundararaman, S., Jan 1 2019, Proceedings of the 14th USENIX Conference on File and Storage Technologies, FAST 2016. USENIX Association, p. 355-369 15 p. (Proceedings of the 14th USENIX Conference on File and Storage Technologies, FAST 2016).

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

Coordinating opportunistic interdisciplinary projects across single-discipline capstone courses

Bowman, C. D. D., Elkins-Tanton, L. T., Bacalzo, D., Howell, P., Montgomery, E. J., Sanft, A., Briggs, D., Chen, Y., McCarville, D., Meuth, R. & Zhao, M., Jan 1 2019, In : International Journal of Engineering Education. 35, 6B, p. 1983-1992 10 p.

Research output: Contribution to journalArticle

COWCache: effective flash caching for Copy-on-Write virtual disks

Fu, J., Lu, Y., Shu, J., Liu, G. & Zhao, M., Jan 1 2019, In : Cluster Computing.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Evaluating Docker storage performance: from workloads to graph drivers

Tarasov, V., Rupprecht, L., Skourtis, D., Li, W., Rangaswami, R. & Zhao, M., Dec 1 2019, In : Cluster Computing. 22, 4, p. 1159-1172 14 p.

Research output: Contribution to journalArticle

1 Scopus citations

Exploring the capabilities of mobile devices in supporting deep learning

Chen, Y., Biookaghazadeh, S. & Zhao, M., Nov 7 2019, Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, SEC 2019. Association for Computing Machinery, Inc, p. 127-138 12 p. (Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, SEC 2019).

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

GFCache: A greedy failure cache considering failure recency and failure frequency for an erasure-coded storage system

Deng, M., Liu, F., Zhao, M., Chen, Z. & Xiao, N., Jan 1 2019, In : Computers, Materials and Continua. 58, 1, p. 153-167 15 p.

Research output: Contribution to journalArticle

Open Access

HasFS: optimizing file system consistency mechanism on NVM-based hybrid storage architecture

Liu, Y., Li, H., Lu, Y., Chen, Z., Xiao, N. & Zhao, M., Jan 1 2019, (Accepted/In press) In : Cluster Computing.

Research output: Contribution to journalArticle

1 Scopus citations

VPFS+: Managing I/O Performance for Diverse HPC Applications

Zhao, M. & Xu, Y., May 2019, Proceedings - 2019 35th Symposium on Mass Storage Systems and Technologies, MSST 2019. IEEE Computer Society, p. 51-64 14 p. 8890224. (IEEE Symposium on Mass Storage Systems and Technologies; vol. 2019-May).

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

Write deduplication and hash mode encryption for secure nonvolatile main memory

Zuo, P., Hua, Y., Zhao, M., Zhou, W. & Guo, Y., Jan 1 2019, In : IEEE Micro. 39, 1, p. 44-51 8 p., 8573121.

Research output: Contribution to journalArticle

2018

Are existing knowledge transfer techniques effective for deep learning on edge devices?

Sharma, R., Biookaghazadeh, S. & Zhao, M., Jun 11 2018, HPDC 2018 - Proceedings of The 27th International Symposium on High-Performance Parallel and Distributed Computing Posters/Doctoral Consortium. Association for Computing Machinery, Inc, p. 15-16 2 p.

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

1 Scopus citations

Are existing knowledge transfer techniques effective for deep learning with edge devices?

Sharma, R., Biookaghazadeh, S., Li, B. & Zhao, M., Sep 26 2018, Proceedings - 2018 IEEE International Conference on Edge Computing, EDGE 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 42-49 8 p. 8473375. (Proceedings - 2018 IEEE International Conference on Edge Computing, EDGE 2018 - Part of the 2018 IEEE World Congress on Services).

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

5 Scopus citations

Cross-layer optimization for virtual machine resource management

Zhao, M., Wang, L., Lv, Y. & Xu, J., May 16 2018, Proceedings - 2018 IEEE International Conference on Cloud Engineering, IC2E 2018. Institute of Electrical and Electronics Engineers Inc., p. 90-98 9 p.

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

1 Scopus citations

DA placement: A dual-aware data placement in a deduplicated and erasure-coded storage system

Deng, M., Zhao, M., Liu, F., Chen, Z. & Xiao, N., Jan 1 2018, Algorithms and Architectures for Parallel Processing - 18th International Conference, ICA3PP 2018, Proceedings. Vaidya, J. & Li, J. (eds.). Springer Verlag, p. 358-377 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11334 LNCS).

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

Exploring the capabilities of mobile devices supporting deep learning

Chen, Y., Biookaghazadeh, S. & Zhao, M., Jun 11 2018, HPDC 2018 - Proceedings of The 27th International Symposium on High-Performance Parallel and Distributed Computing Posters/Doctoral Consortium. Association for Computing Machinery, Inc, p. 17-18 2 p.

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

Improving the performance and endurance of encrypted non-volatile main memory through deduplicating writes

Zuo, P., Hua, Y., Zhao, M., Zhou, W. & Guo, Y., Dec 12 2018, Proceedings - 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018. IEEE Computer Society, p. 442-454 13 p. 8574560. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2018-October).

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

8 Scopus citations

Locality-driven MRC construction and cache allocation

Fu, J., Arteaga, D. & Zhao, M., Jun 11 2018, HPDC 2018 - Proceedings of The 27th International Symposium on High-Performance Parallel and Distributed Computing Posters/Doctoral Consortium. Association for Computing Machinery, Inc, p. 19-20 2 p.

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

RTVirt: Enabling Time-sensitive Computing on Virtualized Systems through Cross-layer CPU Scheduling

Zhao, M. & Cabrera, J., Apr 23 2018, Proceedings of the 13th EuroSys Conference, EuroSys 2018. Association for Computing Machinery, Inc, (Proceedings of the 13th EuroSys Conference, EuroSys 2018; vol. 2018-January).

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

1 Scopus citations

Security and interdependency in a public cloud: A game-theoretic approach

Kamhoua, C. A., Kwiat, L., Kwiat, K. A., Park, J. S., Zhao, M. & Rodriguez, M., Jan 1 2018, Static and Dynamic Game Theory: Foundations and Applications. Birkhauser, p. 253-284 32 p. (Static and Dynamic Game Theory: Foundations and Applications; vol. Part F2).

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Welcome message by the general & program chairs

Zhao, M., Chandra, A. & Ramakrishnan, L., Jun 11 2018, In : HPDC 2018 - Proceedings of the 2018 International Symposium on High-Performance Parallel and Distributed Computing. p. i-ii

Research output: Contribution to journalEditorial

2017

In search of the ideal storage configuration for docker containers

Tarasov, V., Rupprecht, L., Skourtis, D., Warke, A., Hildebrand, D., Mohamed, M., Mandagere, N., Li, W., Rangaswami, R. & Zhao, M., Oct 9 2017, Proceedings - 2017 IEEE 2nd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2017. Institute of Electrical and Electronics Engineers Inc., p. 199-206 8 p. 8064124. (Proceedings - 2017 IEEE 2nd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2017).

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

10 Scopus citations

Kaleido: Enabling Efficient Scientific Data Processing on Big-Data Systems

Biookaghazadeh, S., Zhou, S. & Zhao, M., Sep 6 2017, 2017 IEEE International Conference on Networking, Architecture, and Storage, NAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8026864

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

4 Scopus citations
2016

Efficient execution of the WRF model and other HPC applications in the cloud

Duran-Limon, H. A., Flores-Contreras, J., Parlavantzas, N., Zhao, M. & Meulenert-Peña, A., Mar 14 2016, (Accepted/In press) In : Earth Science Informatics. p. 1-18 18 p.

Research output: Contribution to journalArticle

6 Scopus citations

IBIS: Interposed big-data I/O scheduler

Xu, Y. & Zhao, M., May 31 2016, HPDC 2016 - Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing. Association for Computing Machinery, Inc, p. 111-122 12 p. (HPDC 2016 - Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing).

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

5 Scopus citations

Multi-Topic Tracking Model for dynamic social network

Li, Y., Liu, C., Zhao, M., Li, R., Xiao, H., Wang, K. & Zhang, J., Jul 15 2016, In : Physica A: Statistical Mechanics and its Applications. 454, p. 51-56 6 p.

Research output: Contribution to journalArticle

2 Scopus citations

TCASM: An asynchronous shared memory interface for high-performance application composition

Otstott, D., Ionkov, L., Lang, M. & Zhao, M., Mar 22 2016, (Accepted/In press) In : Parallel Computing.

Research output: Contribution to journalArticle

1 Scopus citations
2015

BigCache for big-data systems

Roger, M. A., Xu, Y. & Zhao, M., Jan 7 2015, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Chang, W., Huan, J., Cercone, N., Pyne, S., Honavar, V., Lin, J., Hu, X. T., Aggarwal, C., Mobasher, B., Pei, J. & Nambiar, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 189-194 6 p. 7004231. (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014).

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

1 Scopus citations

Enabling composite applications through an asynchronous shared memory interface

Otstott, D., Evans, N., Ionkov, L., Zhao, M. & Lang, M., Jan 7 2015, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Chang, W., Huan, J., Cercone, N., Pyne, S., Honavar, V., Lin, J., Hu, X. T., Aggarwal, C., Mobasher, B., Pei, J. & Nambiar, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 219-224 6 p. 7004236. (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014).

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

6 Scopus citations

Enabling scientific data storage and processing on big-data systems

Biookaghazadeh, S., Xu, Y., Zhou, S. & Zhao, M., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Institute of Electrical and Electronics Engineers Inc., p. 1978-1984 7 p. 7363978

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

4 Scopus citations

Multi-level VM replication based survivability for mission-critical cloud computing

Zhao, M., D'Ugard, F., Kwiat, K. A. & Kamhoua, C. A., Jun 29 2015, Proceedings of the 2015 IFIP/IEEE International Symposium on Integrated Network Management, IM 2015. Institute of Electrical and Electronics Engineers Inc., p. 1351-1356 6 p. 7140494

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

1 Scopus citations

QoS-driven cloud resource management through fuzzy model predictive control

Wang, L., Xu, J., Duran-Limon, H. A. & Zhao, M., Sep 14 2015, Proceedings - IEEE International Conference on Autonomic Computing, ICAC 2015. Institute of Electrical and Electronics Engineers Inc., p. 81-90 10 p. 7266937

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

14 Scopus citations

Revenue driven resource allocation for virtualized data centers

Kundu, S., Rangaswami, R., Zhao, M., Gulati, A. & Dutta, K., Sep 14 2015, Proceedings - IEEE International Conference on Autonomic Computing, ICAC 2015. Institute of Electrical and Electronics Engineers Inc., p. 197-206 10 p. 7266964

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

7 Scopus citations
2014

Client-side flash caching for cloud systems

Arteaga, D. & Zhao, M., Jun 30 2014, Proceedings of the 7th ACM International Systems and Storage Conference, SYSTOR 2014. Association for Computing Machinery, Inc, p. 4 1 p.

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

30 Scopus citations

Game theoretic modeling of security and interdependency in a public cloud

Kamhoua, C. A., Kwiat, L., Kwiat, K. A., Park, J. S., Zhao, M. & Rodriguez, M., Dec 3 2014, Proceedings - 2014 IEEE 7th International Conference on Cloud Computing, CLOUD 2014. Kesselman, C. (ed.). IEEE Computer Society, p. 514-521 8 p. 6973781. (IEEE International Conference on Cloud Computing, CLOUD).

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

25 Scopus citations

v-TerraFly: large scale distributed spatial data visualization with autonomic resource management

Lu, Y., Zhao, M., Wang, L. & Rishe, N., Dec 1 2014, In : Journal of Big Data. 1, 1, 4.

Research output: Contribution to journalArticle

2 Scopus citations
2013

IBIS: Interposed big-data I/O scheduler

Xu, Y., Suarez, A. & Zhao, M., 2013, HPDC 2013 - Proceedings of the 22nd ACM International Symposium on High-Performance Parallel and Distributed Computing. p. 109-110 2 p.

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

8 Scopus citations

Massive GIS database system with autonomic resource management

Lu, Y., Zhao, M., Zhao, G., Wang, L. & Rishe, N., 2013, Proceedings - 2013 12th International Conference on Machine Learning and Applications, ICMLA 2013. IEEE Computer Society, Vol. 2. p. 451-456 6 p. 6786152

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

1 Scopus citations

On the design and implementation of a simulator for parallel file system research

Liu, Y., Figueiredo, R., Xu, Y. & Zhao, M., Sep 2 2013, 2013 IEEE 29th Symposium on Mass Storage Systems and Technologies, MSST 2013. 6558438. (IEEE Symposium on Mass Storage Systems and Technologies).

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

3 Scopus citations

Profit aware load balancing for distributed cloud data centers

Liu, S., Ren, S., Quan, G., Zhao, M. & Ren, S., 2013, Proceedings - IEEE 27th International Parallel and Distributed Processing Symposium, IPDPS 2013. p. 611-622 12 p. 6569848

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

28 Scopus citations

The implications from benchmarking three big data systems

Quan, J., Shi, Y., Zhao, M. & Yang, W., Dec 1 2013, Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013. p. 31-38 8 p. 6691706. (Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013).

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

3 Scopus citations
2012

Application-aware cross-layer virtual machine resource management

Wang, L., Xu, J. & Zhao, M., Oct 26 2012, ICAC'12 - Proceedings of the 9th ACM International Conference on Autonomic Computing. p. 13-22 10 p. (ICAC'12 - Proceedings of the 9th ACM International Conference on Autonomic Computing).

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

17 Scopus citations

Modeling virtualized applications using machine learning techniques

Kundu, S., Rangaswami, R., Gulati, A., Zhao, M. & Dutta, K., Sep 1 2012, In : ACM SIGPLAN Notices. 47, 7, p. 3-14 12 p.

Research output: Contribution to journalArticle

52 Scopus citations

Modeling virtualized applications using machine learning techniques

Kundu, S., Rangaswami, R., Gulati, A., Zhao, M. & Dutta, K., Mar 28 2012, VEE'12 - Proceedings of the ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments. p. 3-14 12 p. (VEE'12 - Proceedings of the ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments).

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

36 Scopus citations

vPFS: Bandwidth virtualization of parallel storage systems

Xu, Y., Arteaga, D., Zhao, M., Liu, Y., Figueiredo, R. & Seelam, S., Sep 18 2012, 2012 IEEE 28th Symposium on Mass Storage Systems and Technologies, MSST 2012. 6232370. (IEEE Symposium on Mass Storage Systems and Technologies).

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

11 Scopus citations
2011

Adaptive virtual resource management with fuzzy model predictive control

Wang, L., Xu, J., Zhao, M. & Fortes, J., Jul 15 2011, Proceedings of the 8th ACM International Conference on Autonomic Computing, ICAC 2011 and Co-located Workshops. p. 191-192 2 p. (Proceedings of the 8th ACM International Conference on Autonomic Computing, ICAC 2011 and Co-located Workshops).

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

8 Scopus citations

Fuzzy modeling based resource management for virtualized database systems

Wang, L., Xu, J., Zhao, M., Tu, Y. & Fortes, J. A. B., Sep 26 2011, Proceedings - 19th Annual IEEE/ACM International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2011. p. 32-42 11 p. 6005366. (IEEE International Workshop on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems - Proceedings).

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

28 Scopus citations

Performance modeling of virtual machine live migration

Wu, Y. & Zhao, M., Sep 29 2011, Proceedings - 2011 IEEE 4th International Conference on Cloud Computing, CLOUD 2011. p. 492-499 8 p. 6008747. (Proceedings - 2011 IEEE 4th International Conference on Cloud Computing, CLOUD 2011).

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

70 Scopus citations