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Large-scale scientific applications on High End Computing systems produce a large volume of highly complex datasets. Such data imposes a grand challenge to conventional storage systems for the need of efficient I/O solutions during both the simulation runtime and data post-processing phases. With the mounting needs of scientific discovery, the read performance of large-scale simulations has becomes a critical issue for the HPC community. In this study, we propose a system-aware optimized datadoi:10.1145/2287076.2287095 dblp:conf/hpdc/TianKYAWPGW12 fatcat:4r56jvwbjvevzlbnuyujkdyzfe