基本信息
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Career Trajectory
Bio
I am an experienced AI/ML Engineer and a staff Computational Systems Research Engineer at Berkeley Lab. I am part of the Berkeley Lab's Cybersecurity R&D for Science and Energy in the Integrated Data Frameworks(IDF) group under the Scientific data Division.
In the past I was a post-doctoral research scholar in the Computational Research Division(CRD) working on the Deep and Autonomic High-Performance Networks(DAPHNE) project at Berkeley Lab. I received my (MSc) in Control Systems Engineering under the supervision of Professor Peter J Fleming from the University of Sheffield, and a Ph.D. in Computer Science from the University of Bradford in the United Kingdom under supervision of Professor Irfan Awan and Professor Hassan Ugail. I am currently working on developing AI and Machine Learning algorithms to control high-speed networks such as to avoid data traffic congestion, degraded network performance, and network downtime for important Science Bigfile Transfers and experiments. My method will lead to minimizing network downtime, save the US Department of Energy (DOE) millions of dollars on equipment cost, and free engineers to work on science experiments. My research contributed to the core network research and operations with my strong background in HPC and cloud where I developed and built these infrastructures during my Ph.D.
Research Interests
Papers共 30 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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期刊级别
合作者
合作机构
MACHINE LEARNING FOR NETWORKING, MLN 2021 (2022): 98-116
OPTICS EXPRESSno. 8 (2022): 12639-12653
international conference on systems and networks communicationspp.18-23, (2021)
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ArXiv (2021)
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Laser Congress 2021 (ASSL,LAC) (2021)
2021 IEEE Workshop on Innovating the Network for Data-Intensive Science (INDIS)pp.12-22, (2021)
Int. J. Big Data Intell.no. 1 (2021): 1-12
arXiv (Cornell University) (2021)
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Laser Congress 2020 (ASSL, LAC) (2020), paper JTu5A.7 (2020)
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Author Statistics
#Papers: 31
#Citation: 274
H-Index: 10
G-Index: 16
Sociability: 4
Diversity: 0
Activity: 1
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