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Nusrat S. Islam

Nusrat Sharmin Islam

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2020 – today

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2020
[j4]
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Nusrat Sharmin Islam, Gengbin Zheng, Sayantan Sur, Akhil Langer, Maria Garzaran:
Minimizing the usage of hardware counters for collective communication using triggered operations. Parallel Comput. 98: 102636 (2020)

2010 – 2019

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2019
[c32]
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Nusrat Sharmin Islam, Gengbin Zheng, Sayantan Sur, Akhil Langer, Maria Garzaran:
Minimizing the usage of hardware counters for collective communication using triggered operations. EuroMPI 2019: 11:1-11:10
2018
[j3]
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Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda:
MR-Advisor: A comprehensive tuning, profiling, and prediction tool for MapReduce execution frameworks on HPC clusters. J. Parallel Distributed Comput. 120: 237-250 (2018)
2017
[j2]
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Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dhabaleswar K. Panda:
A Comprehensive Study of MapReduce Over Lustre for Intermediate Data Placement and Shuffle Strategies on HPC Clusters. IEEE Trans. Parallel Distributed Syst. 28(3): 633-646 (2017)
[c31]
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Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dhabaleswar K. Panda:
NVMD: Non-volatile memory assisted design for accelerating MapReduce and DAG execution frameworks on HPC systems. IEEE BigData 2017: 369-374
2016
[j1]
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Dipti Shankar, Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat S. Islam, Dhabaleswar K. Panda:
Characterizing and benchmarking stand-alone Hadoop MapReduce on modern HPC clusters. J. Supercomput. 72(12): 4573-4600 (2016)
[c30]
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Nusrat Sharmin Islam, Md. Wasi-ur-Rahman, Xiaoyi Lu, Dhabaleswar K. Panda:
Efficient data access strategies for Hadoop and Spark on HPC cluster with heterogeneous storage. IEEE BigData 2016: 223-232
[c29]
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Nusrat Sharmin Islam, Md. Wasi-ur-Rahman, Xiaoyi Lu, Dhabaleswar K. Panda:
High Performance Design for HDFS with Byte-Addressability of NVM and RDMA. ICS 2016: 8:1-8:14
[c28]
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Dipti Shankar, Xiaoyi Lu, Nusrat S. Islam, Md. Wasi-ur-Rahman, Dhabaleswar K. Panda:
High-Performance Hybrid Key-Value Store on Modern Clusters with RDMA Interconnects and SSDs: Non-blocking Extensions, Designs, and Benefits. IPDPS 2016: 393-402
[c27]
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Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda:
MR-Advisor: A Comprehensive Tuning Tool for Advising HPC Users to Accelerate MapReduce Applications on Supercomputers. SBAC-PAD 2016: 198-205
[c26]
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Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Dhabaleswar K. Panda:
Can Non-volatile Memory Benefit MapReduce Applications on HPC Clusters? PDSW-DISCS@SC 2016: 19-24
2015
[c25]
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Nusrat Sharmin Islam, Md. Wasi-ur-Rahman, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda:
Performance characterization and acceleration of in-memory file systems for Hadoop and Spark applications on HPC clusters. IEEE BigData 2015: 243-252
[c24]
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Dipti Shankar, Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat S. Islam, Dhabaleswar K. Panda:
Benchmarking key-value stores on high-performance storage and interconnects for web-scale workloads. IEEE BigData 2015: 539-544
[c23]
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Adithya Bhat, Nusrat Sharmin Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Dipti Shankar, Dhabaleswar K. Panda:
A Plugin-Based Approach to Exploit RDMA Benefits for Apache and Enterprise HDFS. BPOE 2015: 119-132
[c22]
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Nusrat Sharmin Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Dipti Shankar, Dhabaleswar K. Panda:
Triple-H: A Hybrid Approach to Accelerate HDFS on HPC Clusters with Heterogeneous Storage Architecture. CCGRID 2015: 101-110
[c21]
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Nusrat Sharmin Islam, Dipti Shankar, Xiaoyi Lu, Md. Wasi-ur-Rahman, Dhabaleswar K. Panda:
Accelerating I/O Performance of Big Data Analytics on HPC Clusters through RDMA-Based Key-Value Store. ICPP 2015: 280-289
[c20]
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Md. Wasi-ur-Rahman, Xiaoyi Lu, Nusrat Sharmin Islam, Raghunath Rajachandrasekar, Dhabaleswar K. Panda:
High-Performance Design of YARN MapReduce on Modern HPC Clusters with Lustre and RDMA. IPDPS 2015: 291-300
[c19]
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Dipti Shankar, Xiaoyi Lu, Jithin Jose, Md. Wasi-ur-Rahman, Nusrat S. Islam, Dhabaleswar K. Panda:
Can RDMA benefit online data processing workloads on memcached and MySQL? ISPASS 2015: 159-160
2014
[c18]
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Nusrat Sharmin Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Raghunath Rajachandrasekar, Dhabaleswar K. Panda:
In-memory I/O and replication for HDFS with Memcached: Early experiences. IEEE BigData 2014: 213-218
[c17]
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Md. Wasi-ur-Rahman, Xiaoyi Lu, Nusrat Sharmin Islam, Raghunath Rajachandrasekar, Dhabaleswar K. Panda:
MapReduce over Lustre: Can RDMA-Based Approach Benefit? Euro-Par 2014: 644-655
[c16]
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Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat S. Islam, Dipti Shankar, Dhabaleswar K. Panda:
Accelerating Spark with RDMA for Big Data Processing: Early Experiences. Hot Interconnects 2014: 9-16
[c15]
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Nusrat S. Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Dhabaleswar K. Panda:
SOR-HDFS: a SEDA-based approach to maximize overlapping in RDMA-enhanced HDFS. HPDC 2014: 261-264
[c14]
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Md. Wasi-ur-Rahman, Xiaoyi Lu, Nusrat Sharmin Islam, Dhabaleswar K. Panda:
Performance Modeling for RDMA-Enhanced Hadoop MapReduce. ICPP 2014: 50-59
[c13]
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Md. Wasi-ur-Rahman, Xiaoyi Lu, Nusrat Sharmin Islam, Dhabaleswar K. Panda:
HOMR: a hybrid approach to exploit maximum overlapping in MapReduce over high performance interconnects. ICS 2014: 33-42
[c12]
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Dipti Shankar, Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat S. Islam, Dhabaleswar K. Panda:
A Micro-benchmark Suite for Evaluating Hadoop MapReduce on High-Performance Networks. BPOE@ASPLOS/VLDB 2014: 19-33
2013
[c11]
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Md. Wasi-ur-Rahman, Xiaoyi Lu, Nusrat S. Islam, Dhabaleswar K. Panda:
Does RDMA-based enhanced Hadoop MapReduce need a new performance model? SoCC 2013: 45:1-45:2
[c10]
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Nusrat S. Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Dhabaleswar K. Panda:
Can Parallel Replication Benefit Hadoop Distributed File System for High Performance Interconnects? Hot Interconnects 2013: 75-78
[c9]
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Xiaoyi Lu, Nusrat S. Islam, Md. Wasi-ur-Rahman, Jithin Jose, Hari Subramoni, Hao Wang, Dhabaleswar K. Panda:
High-Performance Design of Hadoop RPC with RDMA over InfiniBand. ICPP 2013: 641-650
[c8]
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Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Xiaoyi Lu, Jithin Jose, Hari Subramoni, Hao Wang, Dhabaleswar K. Panda:
High-Performance RDMA-based Design of Hadoop MapReduce over InfiniBand. IPDPS Workshops 2013: 1908-1917
[c7]
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Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Dhabaleswar K. Panda:
A Micro-benchmark Suite for Evaluating Hadoop RPC on High-Performance Networks. WBDB 2013: 32-42
2012
[c6]
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  - conf/hoti/VienneCWISP12
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Jérôme Vienne, Jitong Chen, Md. Wasi-ur-Rahman, Nusrat S. Islam, Hari Subramoni, Dhabaleswar K. Panda:
Performance Analysis and Evaluation of InfiniBand FDR and 40GigE RoCE on HPC and Cloud Computing Systems. Hot Interconnects 2012: 48-55
[c5]
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Xiangyong Ouyang, Nusrat S. Islam, Raghunath Rajachandrasekar, Jithin Jose, Miao Luo, Hao Wang, Dhabaleswar K. Panda:
SSD-Assisted Hybrid Memory to Accelerate Memcached over High Performance Networks. ICPP 2012: 470-479
[c4]
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Md. Wasi-ur-Rahman, Jian Huang, Jithin Jose, Xiangyong Ouyang, Hao Wang, Nusrat S. Islam, Hari Subramoni, Chet Murthy, Dhabaleswar K. Panda:
Understanding the communication characteristics in HBase: What are the fundamental bottlenecks? ISPASS 2012: 122-123
[c3]
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Nusrat S. Islam, Md. Wasi-ur-Rahman, Jithin Jose, Raghunath Rajachandrasekar, Hao Wang, Hari Subramoni, Chet Murthy, Dhabaleswar K. Panda:
High performance RDMA-based design of HDFS over InfiniBand. SC 2012: 35
[c2]
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Nusrat Sharmin Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Jithin Jose, Dhabaleswar K. Panda:
A Micro-benchmark Suite for Evaluating HDFS Operations on Modern Clusters. WBDB 2012: 129-147
2011
[c1]
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Jithin Jose, Hari Subramoni, Miao Luo, Minjia Zhang, Jian Huang, Md. Wasi-ur-Rahman, Nusrat S. Islam, Xiangyong Ouyang, Hao Wang, Sayantan Sur, Dhabaleswar K. Panda:
Memcached Design on High Performance RDMA Capable Interconnects. ICPP 2011: 743-752

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