If you made any changes in Pure these will be visible here soon.

Research Output

2020

An edge-aware autonomic runtime for data streaming and in-transit processing

Zamani, A. R., Balouek-Thomert, D., Villalobos, J. J., Rodero, I. & Parashar, M., Sep 2020, In : Future Generation Computer Systems. 110, p. 107-118 12 p.

Research output: Contribution to journalArticle

CoREC: Scalable and Resilient In-memory Data Staging for In-situWorkflows

Duan, S., Subedi, P., Davis, P., Teranishi, K., Kolla, H., Gamell, M. & Parashar, M., May 16 2020, In : ACM Transactions on Parallel Computing. 7, 2, 12.

Research output: Contribution to journalArticle

Open Access

Data Cyberinfrastructure for End-to-End Science

Rodero, I. & Parashar, M., Sep 1 2020, In : Computing in Science and Engineering. 22, 5, p. 60-71 12 p., 8611193.

Research output: Contribution to journalArticle

5 Scopus citations

Deadline Constrained Video Analysis via In-Transit Computational Environments

Zamani, A. R., Zou, M., Diaz-Montes, J., Petri, I., Rana, O., Anjum, A. & Parashar, M., Jan 1 2020, In : IEEE Transactions on Services Computing. 13, 1, p. 59-72 14 p., 7817858.

Research output: Contribution to journalArticle

1 Scopus citations

Editor's Note

Parashar, M., Feb 1 2020, In : IEEE Transactions on Parallel and Distributed Systems. 31, 2, p. 251-252 2 p., 8956009.

Research output: Contribution to journalEditorial

Enhancing microservices architectures using data-driven service discovery and QoS guarantees

Houmani, Z., Balouek-Thomert, D., Caron, E. & Parashar, M., May 2020, Proceedings - 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGRID 2020. Lefevre, L., Varela, C. A., Pallis, G., Toosi, A. N., Rana, O. & Buyya, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 290-299 10 p. 9139713. (Proceedings - 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGRID 2020).

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

RES: Real-time Video Stream Analytics using Edge Enhanced Clouds

Ali, M., Anjum, A., Rana, O., Zamani, A. R., Balouek-Thomert, D. & Parashar, M., Jan 1 2020, (Accepted/In press) In : IEEE Transactions on Cloud Computing.

Research output: Contribution to journalArticle

Submarine: A subscription-based data streaming framework for integrating large facilities and advanced cyberinfrastructure

Zamani, A. R., AbdelBaky, M., Balouek-Thomert, D., Villalobos, J. J., Rodero, I. & Parashar, M., Aug 25 2020, In : Concurrency Computation. 32, 16, e5256.

Research output: Contribution to journalArticle

2 Scopus citations

The Virtual Data Collaboratory: A Regional Cyberinfrastructure for Collaborative Data-Driven Research

Parashar, M., Simonet, A., Rodero, I., Ghahramani, F., Agnew, G., Jantz, R. & Honavar, V., May 1 2020, In : Computing in Science and Engineering. 22, 3, p. 79-92 14 p., 8686134.

Research output: Contribution to journalArticle

1 Scopus citations

Towards autonomic data management for staging-based coupled scientific workflows

Jin, T., Zhang, F., Sun, Q., Romanus, M., Bui, H. & Parashar, M., Dec 2020, In : Journal of Parallel and Distributed Computing. 146, p. 35-51 17 p.

Research output: Contribution to journalArticle

Trading Data Size and CNN Confidence Score for Energy Efficient CPS Node Communications

Rais, I., Anshus, O., Bjorndalen, J. M., Balouek-Thomert, D. & Parashar, M., May 2020, Proceedings - 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGRID 2020. Lefevre, L., Varela, C. A., Pallis, G., Toosi, A. N., Rana, O. & Buyya, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 469-478 10 p. 9139716. (Proceedings - 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGRID 2020).

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

Addressing data resiliency for staging based scientific workflows

Duan, S., Subedi, P., Davis, P. E. & Parashar, M., Nov 17 2019, Proceedings of SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a87. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

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

A General Performance and QoS Model for Distributed Software-Defined Environments

AbdelBaky, M. & Parashar, M., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Services Computing.

Research output: Contribution to journalArticle

1 Scopus citations

An edge-based framework for enabling data-driven pipelines for IoT systems

Renart, E. G., Balouek-Thomert, D. & Parashar, M., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019. Institute of Electrical and Electronics Engineers Inc., p. 885-894 10 p. 8778344. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019).

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

1 Scopus citations

Distributed operator placement for IoT data analytics across edge and cloud resources

Gibert Renart, E., Da Silva Veith, A., Balouek-Thomert, D., De Assuncao, M. D., Lefevre, L. & Parashar, M., May 2019, Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019. Institute of Electrical and Electronics Engineers Inc., p. 459-468 10 p. 8752924. (Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019).

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

2 Scopus citations

Editor's Note

Parashar, M., Jan 1 2019, In : IEEE Transactions on Parallel and Distributed Systems. 30, 1, 1 p., 8573098.

Research output: Contribution to journalEditorial

Editor's Note

Parashar, M., Aug 1 2019, In : IEEE Transactions on Parallel and Distributed Systems. 30, 8, p. 1687-1689 3 p., 8763866.

Research output: Contribution to journalEditorial

Ensemble-based network edge processing

Petri, I., Zamani, A. R., Balouek-Thomert, D., Rana, O., Rezgui, Y. & Parashar, M., Jan 4 2019, Proceedings - 11th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2018. Spillner, J. & Sill, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 133-142 10 p. 8603160. (Proceedings - 11th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2018).

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

2 Scopus citations

Exploring Power Budget Scheduling Opportunities and Tradeoffs for AMR-Based Applications

Qin, Y., Rodero, I., Subedi, P., Parashar, M. & Rigo, S., Feb 20 2019, Proceedings - 2018 30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018. Institute of Electrical and Electronics Engineers Inc., p. 57-64 8 p. 8645941. (Proceedings - 2018 30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018).

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

FAS∗ 2018 Doctoral Symposium Foreword

Ghorbani, A., Valetto, G. P., Bucchiarone, A., Diaconescu, A., Frantz, C., Parashar, M., Schmerl, B. & Scholtes, I., Jan 2 2019, In : Proceedings - 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2018. p. X 8599152.

Research output: Contribution to journalEditorial

Leveraging Machine Learning for Anticipatory Data Delivery in Extreme Scale In-situ Workflows

Subedi, P., Davis, P. E. & Parashar, M., Sep 2019, Proceedings - 2019 IEEE International Conference on Cluster Computing, CLUSTER 2019. Institute of Electrical and Electronics Engineers Inc., 8891003. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2019-September).

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

1 Scopus citations

Message from the Program Chairs

Badia, R., Parashar, M. & Schnorr, L. M., Feb 20 2019, In : Proceedings - 2018 30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018. p. XIV 8645864.

Research output: Contribution to journalEditorial

Message from the workshops co-chairs

Simonet, A. & Parashar, M., Feb 4 2019, In : Proceedings - 25th IEEE International Conference on High Performance Computing Workshops, HiPCW 2018. p. X-XI 8634050.

Research output: Contribution to journalEditorial

Optimizing performance and computing resource management of in-memory big data analytics with disaggregated persistent memory

Chen, S., Wang, W., Wu, X., Fan, Z., Huang, K., Zhuang, P., Li, Y., Rodero, I., Parashar, M. & Weng, D., May 2019, Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019. Institute of Electrical and Electronics Engineers Inc., p. 21-30 10 p. 8752799. (Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019).

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

Runtime Management of Data Quality for Scientific Observatories Using Edge and In-Transit Resources

Zamani, A. R., Balouek-Thomert, D., Villalobos, J. J., Rodero, I. & Parashar, M., Feb 20 2019, Proceedings - 2018 30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018. Institute of Electrical and Electronics Engineers Inc., p. 274-281 8 p. 8645940. (Proceedings - 2018 30th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2018).

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

1 Scopus citations

Scaling Deep Learning for Cancer with Advanced Workflow Storage Integration

Wozniak, J. M., Davis, P. E., Shu, T., Ozik, J., Collier, N., Parashar, M., Foster, I., Brettin, T. & Stevens, R., Feb 8 2019, Proceedings of MLHPC 2018: Machine Learning in HPC Environments, 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. 114-123 10 p. 8638629. (Proceedings of MLHPC 2018: Machine Learning in HPC Environments, 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

3 Scopus citations

Stacker: An autonomic data movement engine for extreme-scale data staging-based in-situ workflows

Subedi, P., Davis, P., Duan, S., Klasky, S., Kolla, H. & Parashar, M., Mar 11 2019, Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018. Institute of Electrical and Electronics Engineers Inc., p. 920-930 11 p. 8665795. (Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018).

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

11 Scopus citations

The Reproducibility Initiative

Parashar, M., Nov 2019, Computer, 52, 11, p. 7-8 2 p.

Research output: Contribution to specialist publicationArticle

Towards a computing continuum: Enabling edge-to-cloud integration for data-driven workflows

Balouek-Thomert, D., Renart, E. G., Zamani, A. R., Simonet, A. & Parashar, M., Nov 1 2019, In : International Journal of High Performance Computing Applications. 33, 6, p. 1159-1174 16 p.

Research output: Contribution to journalArticle

Towards a smart, internet-scale cache service for data intensive scientific applications

Qin, Y., Simonet, A., Davis, P. E., Nouri, A., Wang, Z., Parashar, M. & Rodero, I., Jun 17 2019, ScienceCloud 2019 - Proceedings of the 10th Workshop on Scientific Cloud Computing, co-located with HPDC 2019. Association for Computing Machinery, Inc, p. 11-18 8 p. (ScienceCloud 2019 - Proceedings of the 10th Workshop on Scientific Cloud Computing, co-located with HPDC 2019).

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

1 Scopus citations

Towards comprehensive dependability-driven resource use and message log-analysis for HPC systems diagnosis

Chuah, E., Jhumka, A., Alt, S., Balouek-Thomert, D., Browne, J. C. & Parashar, M., Oct 2019, In : Journal of Parallel and Distributed Computing. 132, p. 95-112 18 p.

Research output: Contribution to journalArticle

1 Scopus citations

Translational Research in Computer Science

Abramson, D. & Parashar, M., Sep 2019, Computer, 52, 9, p. 16-23 8 p.

Research output: Contribution to specialist publicationArticle

1 Scopus citations

Two-Stage Framework for Big Spatial Data Analytics to Support Disaster Response

Hu, X., Gong, J., Renard, E. G. & Parashar, M., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5409-5418 10 p. 9005613. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

Using resource use data and system logs for hpc system error propagation and recovery diagnosis

Chuah, E., Jhumka, A., Alt, S., Villalobos, J. J., Fryman, J., Barth, W. & Parashar, M., Dec 2019, Proceedings - 2019 IEEE Intl Conf on Parallel and Distributed Processing with Applications, Big Data and Cloud Computing, Sustainable Computing and Communications, Social Computing and Networking, ISPA/BDCloud/SustainCom/SocialCom 2019. Institute of Electrical and Electronics Engineers Inc., p. 458-467 10 p. 9047253. (Proceedings - 2019 IEEE Intl Conf on Parallel and Distributed Processing with Applications, Big Data and Cloud Computing, Sustainable Computing and Communications, Social Computing and Networking, ISPA/BDCloud/SustainCom/SocialCom 2019).

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

A computational model to support in-network data analysis in federated ecosystems

Zamani, A. R., Zou, M., Diaz-Montes, J., Petri, I., Rana, O. & Parashar, M., Mar 2018, In : Future Generation Computer Systems. 80, p. 342-354 13 p.

Research output: Contribution to journalArticle

8 Scopus citations

A view from ORNL: Scientific data research opportunities in the big data age

Klasky, S., Wolf, M., Ainsworth, M., Atkins, C., Choi, J., Eisenhauer, G., Geveci, B., Godoy, W., Kim, M., Kress, J., Kurc, T., Liu, Q., Logan, J., Maccabe, A. B., Mehta, K., Ostrouchov, G., Parashar, M., Podhorszki, N., Pugmire, D., Suchyta, E. & 2 others, Wan, L. & Wang, R., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1357-1368 12 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).

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

3 Scopus citations

Coupling exascale multiphysics applications: Methods and lessons learned

Choi, J. Y., Chang, C. S., Dominski, J., Klasky, S., Merlo, G., Suchyta, E., Ainsworth, M., Allen, B., Cappello, F., Churchill, M., Davis, P., Di, S., Eisenhauer, G., Ethier, S., Foster, I., Geveci, B., Guo, H., Huck, K., Jenko, F., Kim, M. & 17 others, Kress, J., Ku, S. H., Liu, Q., Logan, J., Malony, A., Mehta, K., Moreland, K., Munson, T., Parashar, M., Peterka, T., Podhorszki, N., Pugmire, D., Tugluk, O., Wang, R., Whitney, B., Wolf, M. & Wood, C., Dec 24 2018, Proceedings - IEEE 14th International Conference on eScience, e-Science 2018. Institute of Electrical and Electronics Engineers Inc., p. 442-452 11 p. 8588752. (Proceedings - IEEE 14th International Conference on eScience, e-Science 2018).

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

12 Scopus citations

Data management, in-situ workflows and extreme scales

Parashar, M., Jun 12 2018, Proceedings of the 8th International Workshop on Runtime and Operating Systems for Supercomputers, ROSS 2018 - In conjunction with HPDC 2018. Association for Computing Machinery, Inc, 3217190. (Proceedings of the 8th International Workshop on Runtime and Operating Systems for Supercomputers, ROSS 2018 - In conjunction with HPDC 2018).

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

Edge Enhanced Deep Learning System for Large-Scale Video Stream Analytics

Ali, M., Anjum, A., Usman Yaseen, M., Reza Zamani, A., Balouek-Thomert, D., Rana, O. & Parashar, M., May 11 2018, 2018 IEEE 2nd International Conference on Fog and Edge Computing, ICFEC 2018 - In conjunction with 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, IEEE/ACM CCGrid 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p. (2018 IEEE 2nd International Conference on Fog and Edge Computing, ICFEC 2018 - In conjunction with 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, IEEE/ACM CCGrid 2018).

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

11 Scopus citations

End-to-end energy models for Edge Cloud-based IoT platforms: Application to data stream analysis in IoT

Li, Y., Orgerie, A. C., Rodero, I., Amersho, B. L., Parashar, M. & Menaud, J. M., Oct 2018, In : Future Generation Computer Systems. 87, p. 667-678 12 p.

Research output: Contribution to journalArticle

16 Scopus citations

Farewell editorial

Parashar, M. & Zambonelli, F., Jan 2018, In : ACM Transactions on Autonomous and Adaptive Systems. 12, 4, 17.

Research output: Contribution to journalEditorial

Introduction to CEBDA 2018

Ibrahim, S., Parashar, M., Queralt, A. & Talia, D., Aug 3 2018, In : Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2018. 1 p., 8425552.

Research output: Contribution to journalEditorial

Message from DataCom 2018 program chairs and general chairs

Xia, F., Sgouropoulou, C., Parashar, M. & Skourlas, C., Oct 26 2018, Proceedings - IEEE 16th International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 8511855. (Proceedings - IEEE 16th International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018).

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

Message from the HiPC Workshops Co-chairs

Merchant, S. & Parashar, M., Feb 14 2018, In : Proceedings - 24th IEEE International Conference on High Performance Computing Workshops, HiPCW 2017. 2017-December, p. ix

Research output: Contribution to journalEditorial

Scalable data resilience for in-memory data staging

Duan, S., Subedi, P., Teranishi, K., Davis, P., Kolla, H., Gamell, M. & Parashar, M., Aug 3 2018, Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 105-115 11 p. 8425165. (Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018).

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

3 Scopus citations

Software-defined environments for science and engineering

AbdelBaky, M., Diaz-Montes, J. & Parashar, M., Jan 1 2018, In : International Journal of High Performance Computing Applications. 32, 1, p. 104-122 19 p.

Research output: Contribution to journalArticle

3 Scopus citations

Supporting Data-Intensive Workflows in Software-Defined Federated Multi-Clouds

Diaz-Montes, J., Diaz-Granados, M., Zou, M., Tao, S. & Parashar, M., Jan 1 2018, In : IEEE Transactions on Cloud Computing. 6, 1, p. 250-263 14 p.

Research output: Contribution to journalArticle

8 Scopus citations