Zobrazeno 1 - 10
of 61
pro vyhledávání: '"Luna Xu"'
Publikováno v:
ISPASS
Intel's 3D-Xpoint NVDIMM product1 is now in general availability. This technology, herein termed Optane-PM, is a first-in-breed persistent memory technology, designed for the enterprise storage domain. Optane-PM is attached to the memory-bus and is l
Autor:
M. Mustafa Rafique, Sudharshan S. Vazhkudai, Ali R. Butt, Jingoo Han, Luna Xu, Seung-Hwan Lim
Publikováno v:
CCGRID
Deep learning (DL) has become a key tool for solving complex scientific problems. However, managing the multi-dimensional large-scale data associated with DL, especially atop extant multiple graphics processing units (GPUs) in modern supercomputers p
Publikováno v:
CLUSTER
Deep learning (DL) has become a key technique for solving complex problems in scientific research and discovery. DL training for science is substantially challenging because it has to deal with massive quantities of multi-dimensional data. High-perfo
Publikováno v:
CLUSTER
Big data processing systems such as Spark are employed in an increasing number of diverse applications—such as machine learning, graph computation, and scientific computing—each with dynamic and different resource needs. These applications increa
Autor:
Sarah Mrejen, Marcela Marsiglia, Jesse J. Jung, Luna Xu, Nicolas A. Yannuzzi, K. Bailey Freund, Christine Y. Chen, Roberto Gallego-Pinazo, Sucharita Boddu, Samir N Patel
Publikováno v:
Journal of Clinical Medicine
Volume 4
Issue 7
Pages 1380-1402
Journal of Clinical Medicine, Vol 4, Iss 7, Pp 1380-1402 (2015)
Volume 4
Issue 7
Pages 1380-1402
Journal of Clinical Medicine, Vol 4, Iss 7, Pp 1380-1402 (2015)
With the advent of anti-vascular endothelial growth factor (VEGF) therapy, clinicians are now focused on various treatment strategies to better control neovascular age-related macular degeneration (NVAMD), a leading cause of irreversible blindness. H
Autor:
Sarah Mrejen, Marcela Marsiglia, Luna Xu, K. Bailey Freund, Roberto Gallego-Pinazo, Desmond Thompson, Jesse J. Jung
Publikováno v:
Retina. 35:176-186
To examine factors associated with the apparent growth of geographic atrophy (GA) in a consecutive series of eyes with treatment-naive neovascular age-related macular degeneration receiving intravitreal anti-vascular endothelial growth factor therapy
Publikováno v:
IEEE BigData
Linear algebraic operations such as matrix manipulations form the kernel of many machine learning and other crucial algorithms. Scaling up as well as scaling out such algorithms are key to supporting large scale data analysis that require efficient p
Autor:
Srilaxmi Bearelly, Anna Blonska, Gregory S. Hageman, Luna Xu, Nicole M. Pumariega, M. A. Sohrab, R. Theodore Smith
Publikováno v:
Retina. 33:1850-1862
PURPOSE To investigate the incidence of reticular macular disease (RMD), a subphenotype of age-related macular degeneration, in multilobular geographic atrophy (GA) and its relation to GA progression. METHODS One hundred and fifty-seven eyes of 99 su
Publikováno v:
2016 1st Joint International Workshop on Parallel Data Storage and data Intensive Scalable Computing Systems (PDSW-DISCS).
Publikováno v:
CLUSTER
The performance of in-memory based data analytic frameworks such as Spark is significantly affected by how data is partitioned. This is because the partitioning effectively determines task granularity and parallelism. Moreover, different phases of a