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Dr. Kwangsung Oh
  • Home
  • Research
  • Publications
    • GPU-enabled Microscopy
  • Teaching
  • Service
  • MC2Lab
Dr. Kwangsung Oh
  • Home
  • Research
  • Publications
    • GPU-enabled Microscopy
  • Teaching
  • Service
  • MC2Lab
  • More
    • Home
    • Research
    • Publications
      • GPU-enabled Microscopy
    • Teaching
    • Service
    • MC2Lab

Multi-Cloud Computing (MC2) Lab 

Current Projects

  • A Scalable WAN Framework for Geo-distributed Data Analytics

    • WANify: Gauging and Balancing Runtime WAN Bandwidth for Geo-distributed Data Analytics

  • Geo-distributed Data Analytics

    • Kimchi: Network Cost-aware Geo-distributed Data Analytics System

  • Serverless-enabled Data Analytics

    • Smartpick: Workload Prediction for Serverless-enabled Scalable Data Analytics Systems

    • Cocoa: Serverless-enabled Data Analytics System

Members

  • Anshuman Das Mohapatra (PhD, Fall 2021 - present)

  • Ji Young Lee (PostDoc, Spring 2025 - present)

  • Rajas Atul Bhope (MS, Fall 2025 - present)

  • Keisuke Miyamoto (BS, Spring 2025 - present)

Alumni

  • Anshuman Das Mohapatra (MS, Fall 2021 - Spring 2023, Currently: PhD student at UNO)

  • Prajin Khadka (MS, Fall 2023 - Spring 2025)

  • Minmin Zhang (MS, Fall 2019 - Spring 2021, Currently: Central Bank)

Please consider joining our lab! More information about PhD and MS

Grants Awarded

  • Federal

    1. CAREER: Toward Scalable Wide Area Network-enabled Geo-distributed Data Analytics
      National Science Foundation (NSF), Aug 2025 - July 2030, $551K, Sole PI

    2. CRII: CNS: Toward a Scalable Geo-distributed Data Analytics System
      National Science Foundation (NSF), July 2022 - June 2025, $172K, Sole PI

  • State (University of Nebraska)

    1. FIRST: A New Wide Area Network Model for Geo-distributed Data Analytics
      Nebraska EPSCoR, Dec 2023 - Nov 2024, $25K, Sole-PI

    2. A Machine-Learning Approach to API Usage Learning for Detecting API Misuse Errors
      University of Nebraska Collaboration Initiative Grant, Aug 2023 - July 2025, $150K, Co-PI, PI: Dr. Myoungkyu Song

    3. Improving Spring Flood Prediction Based on Multi-physical and Data-Driven Convergent Modeling
      University of Nebraska Collaboration Initiative Grant, Aug 2022 - July 2024, $150K, Co-PI, PI: Dr. Jongwan Eun

    4. High-speed super-resolution imaging using Hessian-SIM executed in the GPU environment
      University of Nebraska Collaboration Initiative Grant, Aug 2021 - July 2022, $39K, Co-PI, PI: Dr. Piero Bianco

  • Internal (University of Nebraska Omaha)

    1. Similarity-Aware Task Scheduling in Spark
      Graduate Research and Creative Activity (GRACA), 2023/2024, $5K, Student: Prajin Khadka

    2. WANify: Balancing overall WAN bandwidth over parallel heterogeneous real-time channels  
      Graduate Research and Creative Activity (GRACA), 2023/2024, $5K, Student: Anshuman Das Mohapatra

    3. SWAN: Distributed Analytics and Smart Workload Prediction with Scalable Wide Area Network
      Graduate Research and Creative Activity (GRACA), 2021/2022, $5K, Student: Anshuman Das Mohapatra

    4. Heracles: A Scalable Heterogeneity-aware Geo-distributed Data Analytics System
      Research Development Program Fall 2021, $87.5K, Sole-PI

    5. Compute Cost-aware Geo-distributed Data Analytics
      Graduate Research and Creative Activity (GRACA), 2019/2020, $5K, Student: Minmin Zhang

  • Industry Research Support 

    1. Amazon Web Services (AWS) Cloud Credits
      AWS Cloud Credit for Research Program, Aug 2022 - July 2023, $8.5K, Sole PI

Research Collaboration 

  • High-performance super-resolution microscope imaging
    Dr. Piero R. Bianco at UNMC

Earlier Projects in DCSG at UMN

  • TripS: Automated Multi-tiered Data Placement in a Geo-distributed Cloud Environment

  • Wiera: Policy-Driven Multi-Tiered Geo-Distributed Cloud Storage System

  • Nebula: Distributed Edge Cloud for Data Intensive Computing

Last Updated: 8/13/2025

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