About me
I am currently an undergraduate researcher and a budding web developer at the High-Performance Computing Lab at the University of North Carolina - Charlotte, where my curiosity and passion for technology drive my work. Under the guidance of Dr. Dong Dai, my academic journey has been marked by a commitment to leveraging artificial intelligence for generating synthetic datasets and analyzing job traces in computing clusters. My interest in technology began to take a professional shape after my involvement in various projects during my bachelor's degree program in Computer Science at UNCC.
My work primarily revolves around the intersection of high-performance computing, data analysis, and web development. I specialize in creating innovative solutions that simulate real-world data for research purposes and developing interactive web applications to visualize complex datasets. This unique blend of interests has led to contributions in significant research initiatives, including a workshop paper submission for JSSPP'24 and co-authorship of a paper accepted by the prestigious IPDPS'24 conference.
News
[Mar. 2024] Our paper about Machine Learning-based Synthetic Job Trace Generation Methods is accepted by JSSPP’24 workshop at IPDPS'24.
[Jan. 2024] Got into Chancellor's list Fall 2023 for excellent academic performance.
[Dec. 2023] Our paper about AI and HPC job traces analysis is accepted to IPDPS'24.
[Aug. 2023] Started working as a Research Assistant in the High-performance Computing Lab (HPC) at UNCC, focusing on AI and HPC job traces analysis. My advisors in this research are Dr. Dong Dai and Di Zhang, PhD .
[Aug. 2023] Successfully launched the Lumos Job Traces web application at HPCS Lab UNCC, visualizing job trace cluster characteristics for high-performance computing environments. This project marks the completion of my role as a Web Developer for HPC, building engaging and informative platforms.
[Jun. 2023] Joined a new role as a student Web Developer for the High-Performance Computing Lab, Department of College of Computing and Informatics, UNCC.
[May. 2023] Completed the Goman Memory Project as a Student Web Developer for the Department of Africana Studies at UNCC, enhancing the digital representation of the Haitian Revolution.
[Mar. 2023] Joined a new role as a Student Web Developer for the Department of American Studies at UNCC, focusing on developing engaging and informative digital content.
publications
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An Empirical Study of Machine Learning-based Synthetic Job Trace Generation Methods.
Monish Soundar Raj, Thomas MacDougall, Di Zhang, and Dong Dai
Approved for the 27th Job Scheduling Strategies for Parallel Processing Workshop (JSSPP’24), 2024.
PDF (TBA) -
Cross-System Analysis of Job Characterization and Scheduling in Large-Scale Computing Clusters.
Di Zhang, Monish Soundar Raj, Bing Xie, Sheng Di, Dong Dai
Approved for the 38th IEEE International Parallel & Distributed Processing Symposium (IPDPS’24), 2024.
PDF (TBA)
Awards
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TCPP Travel Grant Award $700
Received $700 to attend and present at the International Parallel and Distributed Processing Symposium (IPDPS'24), San Francisco, California. -
Office of Undergrad Research Travel Grant Award $500
Awarded $500 for travel expenses to attend and present in the International Parallel and Distributed Processing Symposium (IPDPS'24), San Francisco, California.
