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

Research Output 1992 2019

Filter
Conference 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

Error detection
Data transfer
Program processors
Recovery

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

Renart, E. G., Balouek-Thomert, D. & Parashar, M., May 1 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

Internet of Things
Data-driven
Pipelines
Pulsars
Architectural design
1 Citation (Scopus)

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

Costs and Cost Analysis
Reaction Time
DEAE-Dextran
Internet
Costs
2 Citations (Scopus)

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

Processing
Data privacy
Fisheries
Costs
Quality of service

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

Scheduling
Power quality
Mach number
Degradation

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

Learning systems
Electronic data interchange
Response time (computer systems)
Data storage equipment
Scalability

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

Data storage equipment
Electric sparks
Computer Communication Networks
Computer systems
Costs and Cost Analysis
1 Citation (Scopus)

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

Observatories
Engines
Feedback
Bandwidth
Sensors

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

Neural networks
Supercomputers
Learning systems
Deep learning
8 Citations (Scopus)

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

Work Flow
Extremes
Engine
Engines
Data storage equipment

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

Internet
Observatories
Quality of service
2018
1 Citation (Scopus)

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

Electric sparks
Explosions
Industry
Big data
4 Citations (Scopus)

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

Multiphysics
Physics
physics
Performance Monitoring
Computational complexity

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

Information management
5 Citations (Scopus)

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

Learning systems
Fog
Object recognition
Processing
Data acquisition

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

Cryptography
Attribute
Identity-based Encryption
Voting
Social Networks
2 Citations (Scopus)

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

Data storage equipment
Resource allocation
Recovery
Costs
Experiments

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

Batch
Genes
Gene
Real-time
Simulation
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

Dynamic random access storage
Electronic data interchange
Information management
Fusion reactions
Data storage equipment
1 Citation (Scopus)

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

Data storage equipment
Denial-of-service attack
Telecommunication traffic
Learning algorithms
Information technology
4 Citations (Scopus)

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

Ecosystems
Decision making
Availability
Fluids
Processing
10 Citations (Scopus)

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

Data Reduction
Data reduction
Data analysis
Extremes
Supercomputers
1 Citation (Scopus)

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

Quality of service
Throughput
Topology
Specifications
Chemical analysis
18 Citations (Scopus)

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

Data transfer
Scalability
Processing
Computer systems programming
Experiments
2 Citations (Scopus)

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

Gateways (computer networks)
Data transfer
Computational complexity
Agglomeration
Availability
5 Citations (Scopus)

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

Chemical analysis
Formal languages
Computer programming
5 Citations (Scopus)

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

Data compression
Information management
Data storage equipment
Monitoring

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

Containers
Prisons
Electric sparks
Linux
Virtualization
4 Citations (Scopus)

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

Electronic data interchange
7 Citations (Scopus)

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

Quality of service
Cameras
Availability
Costs
Internet of things
3 Citations (Scopus)

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

visualization
Visualization
Supercomputers
Colliding beam accelerators
data analysis
5 Citations (Scopus)

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

Workflow
Internet
decision making
Decision Making
Decision making
1 Citation (Scopus)

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

Processing
Internet of things
Pulsars
4 Citations (Scopus)

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

Workflow
workflow
Observatories
observatory
oceans
1 Citation (Scopus)

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

Learning systems
Topology
Electronic data interchange
Distributed computer systems
Parallel processing systems
2 Citations (Scopus)

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

Chemical analysis
Containers
Life cycle
Engines
Experiments

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

Scientific Workflow
Wide area networks
Work Flow
Masks
Fusion reactions
2016
1 Citation (Scopus)

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

Sensors
Resource allocation
Smart city

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

Information management
Gateways (computer networks)
Distributed computer systems
Network protocols
2 Citations (Scopus)

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

Learning systems
Industry
Monitoring
4 Citations (Scopus)

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

Checkpointing
Recovery
Data storage equipment
Checkpoint
Scalability
6 Citations (Scopus)

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

Scalability
In situ processing
Energy utilization
Pipelines
Costs
5 Citations (Scopus)

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

Ecosystems
Intelligent buildings
Gain control
Processing
Costs
4 Citations (Scopus)

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

Data as a service (DaaS)
Scientific Workflow
Scalability
Fusion reactions
Work Flow
1 Citation (Scopus)

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

Processing
Experiments
2015
11 Citations (Scopus)

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

Electronic data interchange
Costs
6 Citations (Scopus)

A framework for realizing software-defined federations for scientific workflows

AbdelBaky, M., Diaz-Montes, J., Zou, M. & Parashar, M., Jun 16 2015, BigSystem 2015 - Proceedings of the 2nd International Workshop on Software-Defined Ecosystems, Part of HPDC 2015. Association for Computing Machinery, Inc, p. 7-14 8 p. 2756597. (BigSystem 2015 - Proceedings of the 2nd International Workshop on Software-Defined Ecosystems, Part of HPDC 2015).

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

Dynamic models
Specifications
Chemical analysis
25 Citations (Scopus)

Docker Containers across Multiple Clouds and Data Centers

Abdelbaky, M., Diaz-Montes, J., Parashar, M., Unuvar, M. & Steinder, M., Jan 1 2015, Proceedings - 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing, UCC 2015. Rana, O., Buyya, R. & Raicu, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 368-371 4 p. 7431433. (Proceedings - 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing, UCC 2015).

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

Containers
1 Citation (Scopus)

Energy-aware autonomic framework for cloud protection and self-healing

Villalobos, J. J., Rodero, I. & Parashar, M., Jan 26 2015, Proceedings - 2014 International Conference on Cloud and Autonomic Computing, ICCAC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3-4 2 p. 7024038. (Proceedings - 2014 International Conference on Cloud and Autonomic Computing, ICCAC 2014).

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

Cloud computing
Energy utilization
Costs
Recovery
Virtualization
17 Citations (Scopus)

Exploring Data Staging Across Deep Memory Hierarchies for Coupled Data Intensive Simulation Workflows

Jin, T., Zhang, F., Sun, Q., Bui, H., Romanus, M., Podhorszki, N., Klasky, S., Kolla, H., Chen, J., Hager, R., Chang, C. S. & Parashar, M., Jul 17 2015, Proceedings - 2015 IEEE 29th International Parallel and Distributed Processing Symposium, IPDPS 2015. Institute of Electrical and Electronics Engineers Inc., p. 1033-1042 10 p. 7161588. (Proceedings - 2015 IEEE 29th International Parallel and Distributed Processing Symposium, IPDPS 2015).

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

Dynamic random access storage
Data storage equipment
Information management
Fusion reactions