Suyeon Lee

BIography (Fall'24)

Suyeon Lee is a third-year Ph.D. student in Computer Science at Georgia Institute of Technology, advised by Ada Gavrilovska.

Her research interests are general control planes of distributed systems to accelerate large-scale applications, focusing on the intersection of networking/interconnect and memory subsystems. Recent works include disaggregated memory systems, near-data/memory computing, high-performance communication, and CXL. Additionally, she does Linux kernel programming to adopt emerging technology upstream. Her research is supported by the Kwanjeong Study Abroad Fellowship and the Center for Research into Novel Compute Hierarchies (CRNCH) Fellowship.

She is currently a part-time research intern at Google, a graduate research assistant at Georgia Tech, and a research scholar at the SRC Research Scholars Program. Previously, she worked for a summer as a full-time software architect intern at Intel Corporation and a year as a research associate intern at Hewlett Packard Enterprise. She obtained a B.S. and M.S. degrees from Sogang University, South Korea, advised by Sungyong Park.

More details on research interests and experience are here (but outdated; 😂 on the way for update)!

Education

• Doctor of Philosophy (Ph.D.), Computer Science (CS), Georgia Institute of Technology, Atlanta, GA, USA, August 2022 ~ May 2027 (Expected)

• Master of Science (M.S.), Computer Science and Engineering (CSE), Sogang University, Seoul, South Korea, September 2020 ~ February 2022 (Early Graduation)

• Exchange Student, School of Computer Science and Engineering (SCSE), Nanyang Technological University, Jurong West, Singapore, January 2019 ~ May 2019

• Bachelor of Science (B.S.), Computer Science and Engineering (CSE), Sogang University, Seoul, South Korea, March 2016 ~ August 2020 (Graduated Cum Laude)

Experience

• Student Researcher, Google, Remote (Seattle, WA, USA), September 2024 ~ Current

• Software Architect Intern, Intel Corporation (@ Intel Labs ASP), Atlanta, GA, USA, May 2024 ~ August 2024

• Research Associate Intern, Hewlett Packard Labs (@ NDSL), Milpitas, CA, USA, May 2023 ~ May 2024

• Research Scholar, Semiconductor Research Corporation (SRC), Atlanta, GA, USA, January 2023 ~ Current

• Graduate Research Assistant, Georgia Institute of Technology, Atlanta, GA, USA, August 2022 ~ Current

• Computer Systems Researcher, Distributed Computing & Operating Systems Laboratory (DISCOS), Sogang University, Seoul, South Korea, March 2022 ~ July 2022

• Graduate Research Assistant, Distributed Computing & Operating Systems Laboratory (DISCOS), Sogang University, Seoul, South Korea, September 2020 ~ February 2022

• Graduate Teaching Assistant, Sogang University, Seoul, South Korea, September 2020 ~ June 2021

• Undergraduate Research Assistant, Distributed Computing & Operating Systems Laboratory (DISCOS), Sogang University, Seoul, South Korea, May 2019 ~ August 2020

• Web Develop Intern, Deep Bio Inc. (딥바이오), Seoul, South Korea, June 2019 ~ August 2019

• Google CodeU APAC Program Participant (Invite-only), Google Singapore, Remote Work in South Korea, May 2019 ~ August 2019

• Data Engineer (Summer Internship), Headstart Silicon Valley, CA, USA, June 2018 ~ July 2018

Publications

• [Under Submission & Arxiv Pre-print]

  1. Griffin [TBA]

  2. dStream [TBA]

  3. LMStream: When Distributed Micro-Batch Stream Processing Systems Meet GPU. Suyeon Lee and Sungyoung Park. Cornell Arxiv. November 2021. [pdf]

• [Peer-reviewed International Conference/Workshop/Journal]

  1. Towards Disaggregated NDP Architectures for Large-scale Graph Analytics. Suyeon Lee (*), Vishal Rao (*), and Ada Gavrilovska. 4th International Workshop on RESource DISaggregation in High-Performance Computing (RESDIS'24) in conjunction with The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC'24). November 2024. (*: Equal Contribution) [pdf TBA]

  2. Asynchronous Streaming for (CXL-based) Computational Remote Memory. Suyeon Lee and Ada Gavrilovska. 2nd Doctoral Workshop (SySDW'24) in conjunction with The 30th Symposium on Operating Systems Principles (SOSP'24). November 2024. [pdf TBA]

  3. Asynchronous Streaming for (CXL-based) Computational Remote Memory. Suyeon Lee and Ada Gavrilovska. Semiconductor Research Corporation (SRC) TechCon 2024. September 2024. [pdf TBA]

  4. An Autonomous Parallelization of Transformer Model Inference on Heterogeneous Edge Devices. Juhyeon Lee, Insung Bahk, Hoseung Ki, Sinjin Jeong, Suyeon Lee, and Donghyun Min. 38th ACM International Conference on Supercomputing (ICS’24). June 2024. [pdf]

  5. MFence: Defending Against Memory Access Interference in a Disaggregated Cloud Memory Platform. Jinhoon Lee, Yeonwoo Jung, Suyeon Lee, Safdar Jamil, Sungyong Park, Kwangwon Koh, Hongyeon Kim, Kanho Kim, and Youngjae Kim. 38th ACM/SIGAPP Symposium On Applied Computing (SAC’23). March 2023. [pdf]

  6. zStream: Towards a Low Latency Micro-Batch Streaming System. Suyeon Lee (*), Yeonwoo Jeong (*), Kyuli Park, Gyeonghwan Jung, Sungyong Park. Cluster Computing. September 2022. (*: Equal Contribution) [pdf]

  7. Q-Spark: QoS Aware Micro-batch Stream Processing System Using Spark. Suyeon Lee, Yeonwoo Jeong, Minwoo Kim and Sungyong Park. 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C'21). September 2021. [pdf][video]

  8. Performance Analysis of Big Data ETL Process over CPU-GPU Heterogeneous Architectures. Suyeon Lee and Sunyong Park. 2021 IEEE 37th International Conference on Data Engineering Workshops (ICDEW'21). April 2021. [pdf][video]

• [Peer-reviewed Domestic Conference]

  1. Analysis for Apache Spark-based Bigdata Processing Framework Performance Optimization Factors. Suyeon Lee, Yeonwoo Jeong, Minwoo Kim and Sunyong Park. Korea Software Congress (KSC'20) (한국정보과학회). July 2020. [pdf]

  2. Design and Implementation of a Preemptive GPU Memory Scheduler in Container Environments. Minwoo Koo, Suyeon Lee, Jaewon Son and Sungyong Park. Korea Software Congress (KSC'19) (한국정보과학회). December 2019. [pdf]

Projects

• Research Projects

1. [*TBA*] Project @ Google / Project @ Intel / CXLSim

2. GRIFFIN: Towards Resource Allocation in CXL Fabrics, Hewlett Packard Labs (@NDSL), Milpitas, CA, USA, May 2023 ~ Current

3. PRISM: Processing with Intelligent Storage and Memory, Semiconductor Research Corporation, Atlanta, GA, USA, January 2023 ~ Current

4. TRIM: Tera-scale In-memory Computing, Intel Corporation, Atlanta, GA, USA, August 2022 ~ Current

5. EMP: Developing an Application Programming Model in a Memory-centric Environment, Electronics and Telecommunications Research Institute, Seoul, South Korea, May 2021 ~ July 2022

6. Development of Real-time Distributed Computing Platform for Big Manufacturing Data, Koh Young Technology, Seoul, South Korea, September 2019 ~ September 2021

• Noteworthy Coursework Projects

1. Managing Computing Resources for VMs, Advanced Operating Systems, September 2022 ~ October 2022

2. Hacking and Bug Fixing of UxFS, Advanced Operating Systems, September 2020 ~ December 2020

3. Alarm Application: Full development from Android Programming to Linux Module Programming, Embedded Systems Software, March 2020 ~ June 2020

4. PintOS, Operating Systems, September 2019 ~ December 2019

5. Range Query & kNN Query: Implementation and Performance Analysis, Spatial Data Management and Application, September 2019 ~ December 2019

6. Scheduler in Container Environments, Introduction to Parallel and Distributed Programming, September 2019 ~ December 2019

• Independent Personal (Group) Projects

  1. AI, please find the real news!, NH Investment & Securities, November 2020 ~ December 2020

  2. IBM Call for code 2020 (Hackathon), IBM Korea, June 2020

  3. Far from home, Google CodeU APAC Program, May 2019 ~ August 2019

Honors & Awards

• [Fellowship] Center for Research into Novel Compute Hierarchies (CRNCH) Fellowship, CRNCH @ Georgia Institute of Technology, Fall 2024

• [Grant] OSDI'24 Conference Participation Grants, USENIX Conference Grant Program, Summer 2024

• [Fellowship] Kwanjeong Study Abroad Fellowship (관정해외유학장학금, PhD), Kwanjeong Educational Foundation (관정이종환교육재단), Fall 2022 ~ Fall 2026 (Expected)

• [Honor] Master's Degree with Early Graduation, Sogang University

• [Honor] Bachelor's Degree with Cum Laude, Sogang University

• [Award] The Encouragement Prize (장려상), Gas Station Imagination Project, SK Energy, March 2018

• [Scholarship] Government-funded Research Scholarships, Brain Korea 21, Fall 2020 ~ Fall 2021

• [Scholarship] Teaching Assistant scholarship, Sogang University, Fall 2020 ~ Spring 2021

• [Scholarship] 1986 Alumni Scholarships, Sogang University, Spring 2020

• [Scholarship] Sogang Global Scholarships, Sogang University, Fall 2018

• [Scholarship] Nanumteo Scholarships, Nanumteo Scholarship Association, Fall 2016

• [Scholarship] Seoul Youth Hope Scholarships, Seoul Scholarship Foundation, Spring 2016

Services

• Participation: SC 2024, PRISM 2024, SOSP 2024, SRC TechCon 2024, OSDI/ATC 2024 (AEC), CRA-WP Grad Cohort Workshop for Women 2024, HPE Tech Con 2024, PRISM 2023, SoCC 2022, ACSOS 2021, ICDEW 2021

• [GTA] Embedded Systems Software, Sogang University, Spring Semester 2021

• [GTA] Operating Systems, Sogang University, Fall Semester 2020

• [UTA] Computational Thinking, Sogang University, Fall Semester 2019 / Spring Semester 2018

Languages: Korean (Native), English (Proficient), Portuguese (Beginner)

Programming Languages: C/C++, Python, Scala, Java, SQL, noSQL