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2020

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

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

2019

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

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

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

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

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

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

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

2018

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

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

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

Supporting Real-Time Jobs on the IBM Blue Gene/Q: Simulation-Based Study

Wang, D., Jung, E. S., Kettimuthu, R., Foster, I., Foran, D. J. & Parashar, M., Jan 1 2018, Job Scheduling Strategies for Parallel Processing - 21st International Workshop, JSSPP 2017,Revised Selected Papers. Desai, N., Klusacek, D. & Cirne, W. (eds.). Springer Verlag, p. 83-102 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10773 LNCS).

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

2017

Adaptive Data Placement in Multi-Tiered Data Staging Runtime

Jin, T., Sun, Q., Romanus, M. & Parashar, M., Jan 1 2017, New Frontiers in High Performance Computing and Big Data. Grandinetti, L., Joubert, G., Getov, V., Fox, G. & Sterling, T. (eds.). IOS Press BV, p. 175-196 22 p. (Advances in Parallel Computing; vol. 30).

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

An unsupervised approach for online detection and mitigation of high-rate DDoS attacks based on an in-memory distributed graph using streaming data and analytics

Villalobos, J. J., Rodero, I. & Parashar, M., Dec 5 2017, BDCAT 2017 - Proceedings of the 4th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies. Association for Computing Machinery, Inc, p. 103-112 10 p. (BDCAT 2017 - Proceedings of the 4th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies).

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

2 Scopus citations

Computing in the Continuum: Combining Pervasive Devices and Services to Support Data-Driven Applications

Abdelbaky, M., Zou, M., Zamani, A. R., Renart, E., Diaz-Montes, J. & Parashar, M., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Lee, K. & Liu, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1815-1824 10 p. 7980120. (Proceedings - International Conference on Distributed Computing Systems).

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

4 Scopus citations

Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales

Foster, I., Ainsworth, M., Allen, B., Bessac, J., Cappello, F., Choi, J. Y., Constantinescu, E., Davis, P. E., Di, S., Di, W., Guo, H., Klasky, S., Van Dam, K. K., Kurc, T., Liu, Q., Malik, A., Mehta, K., Mueller, K., Munson, T., Ostouchov, G. & 10 others, Parashar, M., Peterka, T., Pouchard, L., Tao, D., Tugluk, O., Wild, S., Wolf, M., Wozniak, J. M., Xu, W. & Yoo, S., Jan 1 2017, Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Proceedings. Rivera, F. F., Pena, T. F. & Cabaleiro, J. C. (eds.). Springer Verlag, p. 3-19 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10417 LNCS).

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

21 Scopus citations

D3W: Towards self-management of distributed data-driven workflows with QoS guarantees

Zou, M., Diaz-Montes, J., Nagaraja, K., Radia, N. & Parashar, M., Jan 17 2017, Proceedings - 2016 IEEE 9th International Conference on Cloud Computing, CLOUD 2016. Foster, I., Radia, N. & Foster, I. (eds.). IEEE Computer Society, p. 148-155 8 p. 7820266. (IEEE International Conference on Cloud Computing, CLOUD).

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

1 Scopus citations

Data-Driven Stream Processing at the Edge

Renart, E. G., Diaz-Montes, J. & Parashar, M., Aug 21 2017, Proceedings - 2017 IEEE 1st International Conference on Fog and Edge Computing, ICFEC 2017. Institute of Electrical and Electronics Engineers Inc., p. 31-40 10 p. 8014357. (Proceedings - 2017 IEEE 1st International Conference on Fog and Edge Computing, ICFEC 2017).

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

24 Scopus citations

Edge-supported approximate analysis for long running computations

Zamani, A. R., Petri, I., Diaz-Montes, J., Rana, O. & Parashar, M., Nov 16 2017, Proceedings - 2017 IEEE 5th International Conference on Future Internet of Things and Cloud, FiCloud 2017. Bentahar, J., Aleksy, M. & Younas, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 321-328 8 p. (Proceedings - 2017 IEEE 5th International Conference on Future Internet of Things and Cloud, FiCloud 2017; vol. 2017-January).

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

2 Scopus citations

Enabling distributed software-defined environments using dynamic infrastructure service composition

AbdelBaky, M., Diaz-Montes, J., Unuvar, M., Romanus, M., Rodero, I., Steinder, M. & Parashar, M., Jul 10 2017, Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017. Institute of Electrical and Electronics Engineers Inc., p. 274-283 10 p. 7973713. (Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017).

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

5 Scopus citations

Exacution: Enhancing Scientific Data Management for Exascale

Klasky, S., Suchyta, E., Ainsworth, M., Liu, Q., Whitney, B., Wolf, M., Choi, J., Foster, I., Kim, M., Logan, J., Mehta, K., Munson, T., Ostrouchov, G., Parashar, M., Podhorszki, N., Pugmire, D. & Wan, L., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Lee, K. & Liu, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1927-1937 11 p. 7980134. (Proceedings - International Conference on Distributed Computing Systems).

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

6 Scopus citations

Exploring the potential of FreeBSD virtualization in containerized environments

Puig, F. X., Villalobos, J. J., Rodero, I. & Parashar, M., Dec 5 2017, UCC 2017 - Proceedings of the10th International Conference on Utility and Cloud Computing. Association for Computing Machinery, Inc, p. 191-192 2 p. (UCC 2017 - Proceedings of the10th International Conference on Utility and Cloud Computing).

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

In-Staging Data Placement for Asynchronous Coupling of Task-Based Scientific Workflows

Sun, Q., Romanus, M., Jin, T., Yu, H., Bremer, P. T., Petruzza, S., Klasky, S. & Parashar, M., Jan 24 2017, Proceedings of ESPM2 2016: 2nd International Workshop on Extreme Scale Programming Models and Middleware - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 2-9 8 p. 7831554. (Proceedings of ESPM2 2016: 2nd International Workshop on Extreme Scale Programming Models and Middleware - Held in conjunction with SC 2016: The International Conference for High Performance Computing, Networking, Storage and Analysis).

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

4 Scopus citations

Leveraging renewable energy in edge clouds for data stream analysis in iot

Li, Y., Orgerie, A. C., Rodero, I., Parashar, M. & Menaud, J. M., Jul 10 2017, Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017. Institute of Electrical and Electronics Engineers Inc., p. 186-195 10 p. 7973702. (Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017).

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

10 Scopus citations

Management, analysis, and visualization of experimental and observational data - The convergence of data and computing

Bethel, E. W., Greenwald, M., Van Dam, K. K., Parashar, M., Wild, S. M. & Wiley, H. S., Mar 3 2017, Proceedings of the 2016 IEEE 12th International Conference on e-Science, e-Science 2016. Institute of Electrical and Electronics Engineers Inc., p. 213-222 10 p. 7870902. (Proceedings of the 2016 IEEE 12th International Conference on e-Science, e-Science 2016).

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

5 Scopus citations

Online decision-making using edge resources for content-driven stream processing

Renart, E., Balouek-Thomert, D., Hu, X., Gong, J. & Parashar, M., Nov 14 2017, Proceedings - 13th IEEE International Conference on eScience, eScience 2017. Institute of Electrical and Electronics Engineers Inc., p. 384-392 9 p. 8109157. (Proceedings - 13th IEEE International Conference on eScience, eScience 2017).

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

8 Scopus citations

Pulsar: Enabling Dynamic Data-Driven IoT Applications

Renart, E., Balouek-Thomert, D. & Parashar, 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. 357-359 3 p. 8064149. (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

2 Scopus citations

Supporting data-driven workflows enabled by large scale observatories

Zamani, A. R., Abdelbaky, M., Balouek-Thomert, D., Rodero, I. & Parashar, M., Nov 14 2017, Proceedings - 13th IEEE International Conference on eScience, eScience 2017. Institute of Electrical and Electronics Engineers Inc., p. 592-595 4 p. 8109200. (Proceedings - 13th IEEE International Conference on eScience, eScience 2017).

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

5 Scopus citations

TGE: Machine Learning Based Task Graph Embedding for Large-Scale Topology Mapping

Choi, J. Y., Logan, J., Wolf, M., Ostrouchov, G., Kurc, T., Liu, Q., Podhorszki, N., Klasky, S., Romanus, M., Sun, Q., Parashar, M., Churchill, R. M. & Chang, C., Sep 22 2017, Proceedings - 2017 IEEE International Conference on Cluster Computing, CLUSTER 2017. Institute of Electrical and Electronics Engineers Inc., p. 587-591 5 p. 8048973. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2017-September).

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

2 Scopus citations

Towards distributed software-defined environments

AbdelBaky, M., Diaz-Montes, J. & Parashar, M., Jul 10 2017, Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017. Institute of Electrical and Electronics Engineers Inc., p. 703-706 4 p. 7973762. (Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017).

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

2 Scopus citations

WA-Dataspaces: Exploring the Data Staging Abstractions for Wide-Area Distributed Scientific Workflows

Aktas, M. F., Diaz-Montes, J., Rodero, I. & Parashar, M., Sep 1 2017, Proceedings - 46th International Conference on Parallel Processing, ICPP 2017. Institute of Electrical and Electronics Engineers Inc., p. 251-260 10 p. 8025299. (Proceedings of the International Conference on Parallel Processing).

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

2016

Capacity management for streaming applications over cloud infrastructures with micro billing models

Tolosana-Calasanz, R., Diaz-Montes, J., Bittencourt, L. F., Rana, O. & Parashar, M., Dec 6 2016, Proceedings - 9th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2016. Association for Computing Machinery, Inc, p. 251-256 6 p. (Proceedings - 9th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2016).

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

1 Scopus citations

Coordinating data analysis and management in multi-layered clouds

Petri, I., Diaz-Montes, J., Rana, O., Rezgui, Y., Parashar, M. & Bittencourt, L. F., Jan 1 2016, Internet of Things: IoT Infrastructures - 2nd International Summit, IoT 360° 2015, Revised Selected Papers. Campista, M. E. M., Somov, A., Mandler, B., Chaouchi, H., Fazio, M., Caganova, D., Giordano, S., Marquez-Barja, J., Zeadally, S., Badra, M. & Vieriu, R-L. (eds.). Springer Verlag, p. 357-366 10 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 169).

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

Dynamic Adaptation of Policies Using Machine Learning

Pelaez, A., Quiroz, A. & Parashar, M., Jul 18 2016, Proceedings - 2016 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2016. Institute of Electrical and Electronics Engineers Inc., p. 501-510 10 p. 7515728. (Proceedings - 2016 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2016).

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

4 Scopus citations

Evaluating Online Global Recovery with Fenix Using Application-Aware In-Memory Checkpointing Techniques

Gamell, M., Katz, D. S., Teranishi, K., Heroux, M. A., Van Der Wijngaart, R. F., Mattson, T. G. & Parashar, M., Sep 23 2016, Proceedings - 45th International Conference on Parallel Processing Workshops, ICPPW 2016. Institute of Electrical and Electronics Engineers Inc., p. 346-355 10 p. 7576485. (Proceedings of the International Conference on Parallel Processing Workshops; vol. 2016-September).

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

4 Scopus citations

Evaluation of In-Situ Analysis Strategies at Scale for Power Efficiency and Scalability

Rodero, I., Parashar, M., Landge, A. G., Kumar, S., Pascucci, V. & Bremer, P. T., Jul 18 2016, Proceedings - 2016 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2016. Institute of Electrical and Electronics Engineers Inc., p. 156-164 9 p. 7515682. (Proceedings - 2016 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2016).

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

8 Scopus citations

Leveraging in-transit computational capabilities in federated ecosystems

Zou, M., Zamani, A. R., Diaz-Montes, J., Petri, I., Rana, O. & Parashar, M., May 18 2016, Proceedings - 2016 IEEE Symposium on Service-Oriented System Engineering, SOSE 2016. Institute of Electrical and Electronics Engineers Inc., p. 99-108 10 p. 7473013. (Proceedings - 2016 IEEE Symposium on Service-Oriented System Engineering, SOSE 2016).

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

5 Scopus citations

Persistent data staging services for data intensive in-situ scientific workflows

Romanus, M., Zhang, F., Jin, T., Sun, Q., Bui, H., Parashar, M., Choi, J., Janhunen, S., Hager, R., Klasky, S., Chang, C. S. & Rodero, I., Jun 1 2016, DIDC 2016 - Proceedings of the ACM International Workshop on Data-Intensive Distributed Computing. Association for Computing Machinery, Inc, p. 37-44 8 p. (DIDC 2016 - Proceedings of the ACM International Workshop on Data-Intensive Distributed Computing).

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

5 Scopus citations

Stream processing for near real-time scientific data analysis

Choi, J. Y., Kurc, T., Logan, J., Wolf, M., Suchyta, E., Kress, J., Pugmire, D., Podhorszki, N., Byun, E. K., Ainsworth, M., Parashar, M. & Klasky, S., Nov 17 2016, 2016 New York Scientific Data Summit, NYSDS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7747804. (2016 New York Scientific Data Summit, NYSDS 2016 - Proceedings).

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

1 Scopus citations
2015

Adaptive data placement for staging-based coupled scientific workflows

Sun, Q., Jin, T., Romanus, M., Bui, H., Zhang, F., Yu, H., Kolla, H., Klasky, S., Chen, J. & Parashar, M., Nov 15 2015, Proceedings of SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a65. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC; vol. 15-20-November-2015).

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

13 Scopus citations