Data-Intensive Scalable Computing Laboratory (DISCL)

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publications [2019/06/13 23:32]
weizhang [2018]
publications [2019/08/19 15:21] (current)
yongchen [2019]
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 ===== 2019 ===== ===== 2019 =====
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     * 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]])     * 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]])
  
     * 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]])     * 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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 +    * N. Zhao, W. Zhang, Y. Liu, E. Samson, Y. Chen and G. Cao. Improving Nighttime Light Imagery With Location-Based Social Media Data. 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]]) [[https://​www.researchgate.net/​profile/​Naizhuo_Zhao/​publication/​328506893_Improving_Nighttime_Light_Imagery_With_Location-Based_Social_Media_Data/​links/​5bd3184592851c6b27908cf3/​Improving-Nighttime-Light-Imagery-With-Location-Based-Social-Media-Data.pdf|PDF]]{{ :​wiki:​papers:​n.zhao.w.zhang.improving.nighttime.bib |BibTex}}{{ :​wiki:​papers:​n.zhao.w.zhang.improving.nighttime.txt |TXT}}
  
     * 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]])     * 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]])
  
-    * N. Zhao, W. Zhang, ​YLiuESamson, 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]][[https://​www.researchgate.net/​profile/​Naizhuo_Zhao/​publication/​328506893_Improving_Nighttime_Light_Imagery_With_Location-Based_Social_Media_Data/​links/​5bd3184592851c6b27908cf3/​Improving-Nighttime-Light-Imagery-With-Location-Based-Social-Media-Data.pdf|PDF]]{{ :​wiki:​papers:​n.zhao.w.zhang.improving.nighttime.bib |BibTex}}{{ :​wiki:​papers:​n.zhao.w.zhang.improving.nighttime.txt |TXT}}+    * W. Zhang, ​SBynaHTangB. Williams and Y. Chen. MIQS: Metadata Indexing ​and Querying Service for Self-describing File Formats. Accepted to appear in The Proceedings of The 31st ACM/IEEE Supercomputing Conference (SC’19), Denver, CO, 2019. (first-around acceptance rate72/344=21%, another 15 papers being asked for major revisions per SC'19)
  
 +    * J. Li, X. Wang, A. Tumeo, B. Williams, J. D. Leidel and Y. Chen. PIMS: A Lightweight Processing-in-Memory Accelerator for Stencil Computations. Accepted to appear in Proc. of the ACM International Symposium on Memory Systems (MEMSYS'​19),​ 2019.
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     * W. Liang, Y. Chen and H. An. Interference-Aware I/O Scheduling for Data-Intensive Applications on Hierarchical HPC Storage Systems. Accepted to appear in Proc. of The 21st IEEE International Conference on High Performance Computing and Communications (HPCC'​19),​ 2019.     * W. Liang, Y. Chen and H. An. Interference-Aware I/O Scheduling for Data-Intensive Applications on Hierarchical HPC Storage Systems. Accepted to appear in Proc. of The 21st IEEE International Conference on High Performance Computing and Communications (HPCC'​19),​ 2019.
  
     * 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%)     * 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%)
  
-    * 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.+    * 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.  {{ :​wiki:​papers:​williams-icpp-2019.pdf |PDF}} ​ {{ :​wiki:​bibs:​williams-icpp-2019.bib |BibTex}} {{ :​wiki:​bibs:​williams-icpp-2019.txt |Txt}}
  
     * 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. (DOI: [[https://​doi.org/​10.1145/​3332186.3338408|https://​doi.org/​10.1145/​3332186.3338408]]) ​     * 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. (DOI: [[https://​doi.org/​10.1145/​3332186.3338408|https://​doi.org/​10.1145/​3332186.3338408]]) ​
 ===== 2018 ===== ===== 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.+    * 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. {{ :​wiki:​papers:​Client-side_straggler-aware_IO_scheduler_for_object-based_parallel_file_systems.pdf |PDF}}{{ :​wiki:​bibs:​Client-side_straggler-aware_IO_scheduler_for_object-based_parallel_file_systems.bib |BibTex}}{{ :​wiki:​bibs:​Client-side_straggler-aware_IO_scheduler_for_object-based_parallel_file_systems.txt |TXT}}
  
-    * 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.+    * 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. {{ :​wiki:​papers:​Exploiting Internal Parallelism for Address Translation in Solid-State Drives.pdf |PDF}}{{ :​wiki:​bibs:​Exploiting Internal Parallelism for Address Translation in Solid-State Drives.bib |BibTex}}{{ :​wiki:​bibs:​Exploiting Internal Parallelism for Address Translation in Solid-State Drives.txt |TXT}}
  
-    * 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, 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. {{ :​wiki:​papers:​trigger-based_incremental_data_processing_with_unified_sync_and_async_model-compressed.pdf |PDF}}{{ :​wiki:​bibs:​trigger-based_incremental_data_processing_with_unified_sync_and_async_model.bib |BibTex}}{{ :​wiki:​bibs:​trigger-based_incremental_data_processing_with_unified_sync_and_async_model.txt |TXT}}
  
-    * 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.+    * 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.{{ :​wiki:​papers:​vectorizing_disks_blocks_for_efficient_storage_system_via_deep_learning_compressed.pdf |PDF}}{{ :​wiki:​bibs:​vectorizing_disks_blocks_for_efficient_storage_system_via_deep_learning.bib |BibTex}}{{ :​wiki:​bibs:​vectorizing_disks_blocks_for_efficient_storage_system_via_deep_learning.txt |TXT}}
  
     * N. Zhao, G. Cao, W. Zhang and E.L. Samson. Tweets or nighttime lights: Comparison for preeminence in estimating socioeconomic factors. ISPRS Journal of Photogrammetry and Remote Sensing, 2018. [[https://​www.researchgate.net/​profile/​Naizhuo_Zhao/​publication/​327426889_ISPRS_Journal_of_Photogrammetry_and_Remote_Sensing_Tweets_or_nighttime_lights_Comparison_for_preeminence_in_estimating_socioeconomic_factors/​links/​5b8eda7a299bf114b7f5d4cc/​ISPRS-Journal-of-Photogrammetry-and-Remote-Sensing-Tweets-or-nighttime-lights-Comparison-for-preeminence-in-estimating-socioeconomic-factors.pdf|PDF]]{{ :​wiki:​papers:​n.zhao.g.cao.w.zhang.tweets.or.nighttime.bib |BibTex}}{{ :​wiki:​papers:​n.zhao.g.cao.w.zhang.tweets.or.nighttime.txt |TXT}}     * N. Zhao, G. Cao, W. Zhang and E.L. Samson. Tweets or nighttime lights: Comparison for preeminence in estimating socioeconomic factors. ISPRS Journal of Photogrammetry and Remote Sensing, 2018. [[https://​www.researchgate.net/​profile/​Naizhuo_Zhao/​publication/​327426889_ISPRS_Journal_of_Photogrammetry_and_Remote_Sensing_Tweets_or_nighttime_lights_Comparison_for_preeminence_in_estimating_socioeconomic_factors/​links/​5b8eda7a299bf114b7f5d4cc/​ISPRS-Journal-of-Photogrammetry-and-Remote-Sensing-Tweets-or-nighttime-lights-Comparison-for-preeminence-in-estimating-socioeconomic-factors.pdf|PDF]]{{ :​wiki:​papers:​n.zhao.g.cao.w.zhang.tweets.or.nighttime.bib |BibTex}}{{ :​wiki:​papers:​n.zhao.g.cao.w.zhang.tweets.or.nighttime.txt |TXT}}
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     * 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%)     * 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. 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. {{ :​wiki:​papers:​contention-aware_resource_scheduling_for_burst_buffer_systems.pdf |PDF}} {{ :​wiki:​bibs:​contention-aware_resource_scheduling_for_burst_buffer_systems.bib |BibTex}} {{ :​wiki:​bibs:​contention-aware_resource_scheduling_for_burst_buffer_systems.txt |TXT}}
  
     * 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=??%)     * 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. {{ :​wiki:​papers:​a_RISC-V_based_architecture_for_data_intensive_computing.pdf |PDF}}{{ :​wiki:​bibs:​a_RISC-V_based_architecture_for_data_intensive_computing.bib |BibTex}}{{ :​wiki:​bibs:​a_RISC-V_based_architecture_for_data_intensive_computing.txt |TXT}}
  
-    * 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. 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%) ​{{ :​wiki:​papers:​pfault18.pdf |PDF}}{{ :​wiki:​bibs:​pfault.bib |BibTex}}{{ :​wiki:​bibs:​pfault.txt |TXT}}
  
-    * 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%)+    * 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%) {{ :​wiki:​papers:​io_characteristics_discovery_in_cloud_storage_systems.pdf |PDF}}{{ :​wiki:​bibs:​io_characteristics_discovery_in_cloud_storage_systems.bib |BibTex}}{{ :​wiki:​bibs:​io_characteristics_discovery_in_cloud_storage_systems.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}}     * 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}}