Data-Intensive Scalable Computing Laboratory (DISCL)

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publications [2018/12/13 16:31]
yongchen
publications [2019/05/21 16:59] (current)
yongchen [2019]
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 ===== 2019 ===== ===== 2019 =====
-    * D. Dai, Y. Chen, P. Carns, J. Jenkins, W. Zhang and R. Ross. Managing Rich Metadata in High-Performance Computing Systems Using a Graph Model. Accepted to appear in IEEE Transactions on Parallel and Distributed ​Systems (TPDS), 2019.+    * D. Dai, Y. Chen, P. Carns, J. Jenkins, W. Zhang and R. Ross. Managing Rich Metadata in High-Performance Computing Systems Using a Graph Model. In IEEE Transactions on Parallel and Distributed Systems (TPDS), 2019. (DOI: [[https://​ieeexplore.ieee.org/​document/​8580412|https://​ieeexplore.ieee.org/​document/​8580412]]) 
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 +    * W. Liang, Y. Chen, J. Liu and H. An. CARS: A Contention-Aware Scheduler for Efficient Resource Management of HPC Storage Systems. Accepted to appear in The International Journal of Parallel Computing (ParCo), 2019. (DOI: [[https://​doi.org/​10.1016/​j.parco.2019.04.010|https://​doi.org/​10.1016/​j.parco.2019.04.010]]) 
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 +    * Y. Hua, X. Shi, H. Jin, W. Liu, Y. Jiang, Y. Chen, L. He. Software-defined QoS for I/O in Exascale Computing. In CCF Transactions on High Performance Computing, Apr. 2019. (DOI: [[https://​doi.org/​10.1007/​s42514-019-00005-9|https://​doi.org/​10.1007/​s42514-019-00005-9]]) 
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 +    * N. Zhao, W. Zhang, Y. Liu, E. Samson, Y. Chen and G. Cao. Improving Nighttime Light Imagery With Location-Based Social Media Data. Accepted to appear in IEEE Transactions ​on Geoscience and Remote Sensing, 2019. (DOI: [[https://​doi.org/​10.1109/​TGRS.2018.2871788|https://​doi.org/​10.1109/​TGRS.2018.2871788]]) 
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 +    * X. Wang, A. Tumeo, J. Leidel, J. Li and Y. Chen. MAC: Memory Access Coalescer for 3D-Stacked Memory. Accepted to appear in the Proc. of the 48th International Conference ​on Parallel ​Processing (ICPP'​19),​ 2019. (acceptance rate: 106/​405=26%) 
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 +    * B. Williams, X. Wang, J. Leidel and Y. Chen. Collective Communication for the RISC-V xBGAS ISA Extension. In the Proceedings of the 12th International Workshop on Parallel Programming Models ​and Systems ​Software for High-End Computing ​(P2S2), held in conjunction with the 48th International Conference on Parallel Processing (ICPP), 2019. 
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 +    * M. Ahmadian, E. Rees, Y. Zhuang and Y. Chen. Reducing Faulty Jobs by Job Submission Verifier in Grid Engine. Accepted to appear in Proc. of The 2019 ACM Practice and Experience in Advanced Research Computing (PEARC'​19), 2019. 
  
-    * N. Zhao, W. Zhang, Y. Liu, E. Samson, Y. Chen and G. Cao. Improving Nighttime Light Imagery With Location-Based Social Media Data. Accepted to appear in IEEE Transactions on Geoscience and Remote Sensing, 2019. 
  
 ===== 2018 ===== ===== 2018 =====
  
-    * N. Tavakoli, D. Dai, and Y. Chen. Client-side Straggler-Aware I/O Scheduler for Object-based Parallel File Systems. ​Accepted to appear in The International Journal of Parallel Computing (ParCo), 2018.+    * N. Tavakoli, D. Dai, and Y. Chen. Client-side Straggler-Aware I/O Scheduler for Object-based Parallel File Systems. ​In The International Journal of Parallel Computing (ParCo), 2018.
  
-    * W. Xie, Y. Chen, and P.C. Roth. Exploiting Internal Parallelism for Address Translation in Solid State Drives. ​Accepted to appear in the ACM Transactions on Storage, 2018.+    * W. Xie, Y. Chen, and P.C. Roth. Exploiting Internal Parallelism for Address Translation in Solid State Drives. ​In the ACM Transactions on Storage, 2018.
  
-    * D. Dai, Y. Chen, D. Kimpe, and R. Ross. Trigger-based Incremental Data Processing with Unified Sync and Async Model. ​Accepted to appear in the IEEE Transactions on Cloud Computing, 2018.+    * D. Dai, Y. Chen, D. Kimpe, and R. Ross. Trigger-based Incremental Data Processing with Unified Sync and Async Model. ​In the IEEE Transactions on Cloud Computing, 2018.
  
-    * D. Dai, F.S. Bao, J. Zhou, X. Shi and Y. Chen. Vectorizing Disk Blocks for Efficient Storage Systems via Deep Learning. ​Accepted to appear in The International Journal of Parallel Computing (ParCo), 2018.+    * D. Dai, F.S. Bao, J. Zhou, X. Shi and Y. Chen. Vectorizing Disk Blocks for Efficient Storage Systems via Deep Learning. ​In The International Journal of Parallel Computing (ParCo), 2018.
  
     * W. Zhang, H. Tang, S. Byna and Y. Chen. DART: Distributed Adaptive Radix Tree for Efficient Affix-based Keyword Search on HPC Systems. In the Proc. of The 27th International Conference on Parallel Architectures and Compilation Techniques (PACT'​18),​ 2018. (acceptance rate: 36/​126=28.6%) {{ :​wiki:​papers:​dart_pact.pdf |PDF}} {{ :​wiki:​bibs:​dart_distributed_adaptive_radix_tree.bib |BibTex}} {{ :​wiki:​bibs:​dart_distributed_adaptive_radix_tree.txt |TXT}}     * W. Zhang, H. Tang, S. Byna and Y. Chen. DART: Distributed Adaptive Radix Tree for Efficient Affix-based Keyword Search on HPC Systems. In the Proc. of The 27th International Conference on Parallel Architectures and Compilation Techniques (PACT'​18),​ 2018. (acceptance rate: 36/​126=28.6%) {{ :​wiki:​papers:​dart_pact.pdf |PDF}} {{ :​wiki:​bibs:​dart_distributed_adaptive_radix_tree.bib |BibTex}} {{ :​wiki:​bibs:​dart_distributed_adaptive_radix_tree.txt |TXT}}
  
-    * J. Zhou, Y. Chen and W. Wang. Attributed Consistent Hashing for Heterogeneous Storage Systems. ​Accepted to appear in the Proc. of The 27th International Conference on Parallel Architectures and Compilation Techniques (PACT'​18),​ 2018. (acceptance rate: 36/​126=28.6%)+    * J. Zhou, Y. Chen and W. Wang. Attributed Consistent Hashing for Heterogeneous Storage Systems. ​In the Proc. of The 27th International Conference on Parallel Architectures and Compilation Techniques (PACT'​18),​ 2018. (acceptance rate: 36/​126=28.6%)
  
-    * W. Liang, J. Liu, H. An and Y. Chen. Contention-Aware Resource Scheduling for Burst Buffer Systems. ​Accepted to appear in the Proceedings of the 11th International Workshop on Parallel Programming Models and Systems Software for High-End Computing (P2S2), held in conjunction with the 47th International Conference on Parallel Processing (ICPP), 2018.+    * W. Liang, J. Liu, H. An and Y. Chen. Contention-Aware Resource Scheduling for Burst Buffer Systems. ​In the Proceedings of the 11th International Workshop on Parallel Programming Models and Systems Software for High-End Computing (P2S2), held in conjunction with the 47th International Conference on Parallel Processing (ICPP), 2018.
  
-    * X. Wang, J. Leidel and Y. Chen. Memory Coalescing for Hybrid Memory Cube. Accepted to appear in the Proc. of the 47th International Conference on Parallel Processing (ICPP'​18),​ 2018. (acceptance rate: ??/313=??%)+    * X. Wang, J. Leidel and Y. Chen. Memory Coalescing for Hybrid Memory Cube. In the Proc. of the 47th International Conference on Parallel Processing (ICPP'​18),​ 2018. (acceptance rate: ??/313=??%)
  
     * J. Leidel, X. Wang and Y. Chen. GoblinCore-64:​ A RISC-V Based Architecture for Data Intensive Computing. In the Proc. of The 22nd IEEE High Performance Extreme Computing Conference (HPEC'​18),​ 2018.     * J. Leidel, X. Wang and Y. Chen. GoblinCore-64:​ A RISC-V Based Architecture for Data Intensive Computing. In the Proc. of The 22nd IEEE High Performance Extreme Computing Conference (HPEC'​18),​ 2018.
  
-    * J. Cao, O. Rameshwar, M. Zheng, D. Dai, V. Eswarappa, Y. Mu and Y. Chen. PFault: A General Framework for Analyzing the Reliability of High-Performance Parallel File Systems. ​Accepted to appear in The Proc. of the 2018 ACM International Conference on Supercomputing (ICS'​18),​ 2018. (acceptance rate: 36/​193=18.7%)+    * J. Cao, O. Rameshwar, M. Zheng, D. Dai, V. Eswarappa, Y. Mu and Y. Chen. PFault: A General Framework for Analyzing the Reliability of High-Performance Parallel File Systems. ​In The Proc. of the 2018 ACM International Conference on Supercomputing (ICS'​18),​ 2018. (acceptance rate: 36/​193=18.7%)
  
-    * J. Zhou, D. Dai, Y. Mao, X. Chen, Y. Zhuang and Y. Chen. I/O Characteristics Discovery in Cloud Storage Systems. ​Accepted to appear in The Proc. of the 2018 IEEE International Conference on Cloud Computing (Cloud'​18),​ 2018. (acceptance rate: 18%)+    * J. Zhou, D. Dai, Y. Mao, X. Chen, Y. Zhuang and Y. Chen. I/O Characteristics Discovery in Cloud Storage Systems. ​In The Proc. of the 2018 IEEE International Conference on Cloud Computing (Cloud'​18),​ 2018. (acceptance rate: 18%)
  
     * W. Zhang, Y. Chen and D. Dai. AKIN: A Streaming Graph Partitioning Algorithm for Distributed Graph Storage Systems. In The Proceedings of The 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2018. (acceptance rate: 20.8%) {{ :​wiki:​papers:​akin_ccgrid_proceeding.pdf |PDF}}{{ :​wiki:​bibs:​akin.bib |BibTex}}{{ :​wiki:​bibs:​akin.txt |TXT}}     * W. Zhang, Y. Chen and D. Dai. AKIN: A Streaming Graph Partitioning Algorithm for Distributed Graph Storage Systems. In The Proceedings of The 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2018. (acceptance rate: 20.8%) {{ :​wiki:​papers:​akin_ccgrid_proceeding.pdf |PDF}}{{ :​wiki:​bibs:​akin.bib |BibTex}}{{ :​wiki:​bibs:​akin.txt |TXT}}
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     * M. Ahmadian, Y. Zhuang, W. L. Hase and Y. Chen. Data Reduction through Increased Data Utilization in Chemical Dynamics Simulations,​ Elsevier Journal of Big Data Research (BDR), Volume 9, Pages 57-66, September 2017. [[https://​doi.org/​10.1016/​j.bdr.2017.06.005|Online version]] {{ :​wiki:​papers:​data_reduction_through_increased_data_utilization_in_chemical_dynamics_simulations.pdf |PDF}} {{ :​wiki:​bibs:​data_reduction_through_increased_data_utilization_in_chemical_dynamics_simulations.bib |BibTex}} {{ :​wiki:​bibs:​data_reduction_through_increased_data_utilization_in_chemical_dynamics_simulations.txt |Txt}} ​     * M. Ahmadian, Y. Zhuang, W. L. Hase and Y. Chen. Data Reduction through Increased Data Utilization in Chemical Dynamics Simulations,​ Elsevier Journal of Big Data Research (BDR), Volume 9, Pages 57-66, September 2017. [[https://​doi.org/​10.1016/​j.bdr.2017.06.005|Online version]] {{ :​wiki:​papers:​data_reduction_through_increased_data_utilization_in_chemical_dynamics_simulations.pdf |PDF}} {{ :​wiki:​bibs:​data_reduction_through_increased_data_utilization_in_chemical_dynamics_simulations.bib |BibTex}} {{ :​wiki:​bibs:​data_reduction_through_increased_data_utilization_in_chemical_dynamics_simulations.txt |Txt}} ​
  
-    * W. Xie, Y. Chen and P. C. Roth. ASA-FTL: An Adaptive Separation Aware Flash Translation Layer for Solid State Drives. ​Accepted to appear in The International Journal of Parallel Computing (ParCo), Volume 61, Pages 3-17, January 2017. [[https://​doi.org/​10.1016/​j.parco.2016.10.006|Online version]] {{ :​wiki:​papers:​asa-ftlxiewei2016.pdf |PDF}} {{ :​wiki:​bibs:​asa-ftlxiewei2016.bib |BibTex}} {{ :​wiki:​bibs:​asa-ftlxiewei2016.txt |Txt}} ​+    * W. Xie, Y. Chen and P. C. Roth. ASA-FTL: An Adaptive Separation Aware Flash Translation Layer for Solid State Drives. ​In The International Journal of Parallel Computing (ParCo), Volume 61, Pages 3-17, January 2017. [[https://​doi.org/​10.1016/​j.parco.2016.10.006|Online version]] {{ :​wiki:​papers:​asa-ftlxiewei2016.pdf |PDF}} {{ :​wiki:​bibs:​asa-ftlxiewei2016.bib |BibTex}} {{ :​wiki:​bibs:​asa-ftlxiewei2016.txt |Txt}} ​
  
-    * J. Leidel, X. Wang and Y. Chen. Pressure-Driven Hardware Managed Thread Concurrency for Irregular Applications. ​Accepted to appear in the Proc. of the Seventh Workshop on Irregular Applications:​ Architectures and Algorithms (IA^3-2017),​ in conjunction with ACM/IEEE Supercomputing (SC'​17),​ 2017. {{ :​wiki:​papers:​pressure-driven_hardware_managed_thread_concurrency_for_irregular_applications.pdf |PDF}} {{ :​wiki:​bibs:​pressure-driven_hardware_managed_thread_concurrency_for_irregular_applications.bib |BibTex}} {{ :​wiki:​bibs:​pressure-driven_hardware_managed_thread_concurrency_for_irregular_applications.txt |Txt}}+    * J. Leidel, X. Wang and Y. Chen. Pressure-Driven Hardware Managed Thread Concurrency for Irregular Applications. ​In the Proc. of the Seventh Workshop on Irregular Applications:​ Architectures and Algorithms (IA^3-2017),​ in conjunction with ACM/IEEE Supercomputing (SC'​17),​ 2017. {{ :​wiki:​papers:​pressure-driven_hardware_managed_thread_concurrency_for_irregular_applications.pdf |PDF}} {{ :​wiki:​bibs:​pressure-driven_hardware_managed_thread_concurrency_for_irregular_applications.bib |BibTex}} {{ :​wiki:​bibs:​pressure-driven_hardware_managed_thread_concurrency_for_irregular_applications.txt |Txt}}
  
-    * J. Sun, S. Zhan, G. Sun and Y. Chen. Automated Performance Modeling Based on Runtime Feature Detection and Machine Learning. ​Accepted to appear in the Proceedings of 15th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA'​17),​ 2017.+    * J. Sun, S. Zhan, G. Sun and Y. Chen. Automated Performance Modeling Based on Runtime Feature Detection and Machine Learning. ​In the Proceedings of 15th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA'​17),​ 2017.
  
     * D. Dai, Y. Chen, P. Carns, J. Jenkins and R. Ross. Lightweight Provenance Service for High Performance Computing. In the Proc. of The 26th International Conference on Parallel Architectures and Compilation Techniques (PACT'​17),​ 2017. (acceptance rate: 25/108=23%) {{ :​wiki:​papers:​dong-pact-lps-2017.pdf |PDF}} {{ :​wiki:​bibs:​dong-pact-lps-2017.bib |BibTex}} {{ :​wiki:​bibs:​dong-pact-lps-2017.txt |Txt}} {{ ::​dong-pact-lps-talk-2017.pdf | Slides}}     * D. Dai, Y. Chen, P. Carns, J. Jenkins and R. Ross. Lightweight Provenance Service for High Performance Computing. In the Proc. of The 26th International Conference on Parallel Architectures and Compilation Techniques (PACT'​17),​ 2017. (acceptance rate: 25/108=23%) {{ :​wiki:​papers:​dong-pact-lps-2017.pdf |PDF}} {{ :​wiki:​bibs:​dong-pact-lps-2017.bib |BibTex}} {{ :​wiki:​bibs:​dong-pact-lps-2017.txt |Txt}} {{ ::​dong-pact-lps-talk-2017.pdf | Slides}}