Abbas Mazloumi
Lecturer in Computer ScienceDepartment of Computer Science
and Engineering
University of California, Riverside
463 Winston Chung Hall
Riverside, CA 92521
Bio
I am a lecturer in Computer Science at the University of California Riverside ().
I also serve as a lecturer at the San Diego State University (
). Prior to this, I received my PhD
in Computer Science from University of California Riverside (
) under supervision of
Dr. Rajiv Gupta where I was a member of the RIPLE research group
and was working on GRASP projects. I received two
master's degrees one in Computer Science from University of California Riverside (
)
and one in Computer Architecture from University of Tehran (
).
News
| 29 May 2024 | I will be joining Harvard University ( |
|
| 25 Sep. 2023 | I have joined UCR as a lecturer in Computer Science. | |
| 18 Sep. 2023 | I defended my PhD dissertation titled "Distributed Evaluation of Batches of Iterative Graph Queries". | |
| 12 Sep. 2023 | I'll be teaching "CS 005: Introduction to Computer Programming" in the 2023-2024 academic year at the University of California, Riverside ( |
|
| 14 Jun. 2023 | I'll be teaching "CS 635: Advanced Object-Oriented Programming" in Fall'23 at the San Diego State University ( |
|
| 19 Jan. 2022 | SimGQ+ extended paper on simultaneously evaluating iterative graph queries on shared-memory systems accepted in Journal of Parallel and Distributed Computing, JPDC'22 | |
| 22 Oct. 2021 | I've joined Graph AI team at Katana Graph, Inc ( |
|
| 24 May 2021 | I'll be teaching "CS 153: Design of Operating Systems" in Summer'21 | |
| 16 Mar. 2021 | Successfully defended my PhD Dissertation Proposal | |
| 22 Feb. 2021 | I'll be teaching "CS/EE 147: GPU Computing and Programming" in Spring'21 | |
| 10 Nov. 2020 | SimGQ paper received a HiPC 2020 Best Paper Award | |
| 20 Oct. 2020 | BEAD paper that extends MultiLyra in situation of growing both graph and the set of interesting queries accepted in BigData'20 | |
| 15 Sep. 2020 | SimGQ paper on simultaneously evaluating iterative graph queries on shared-memory systems accepted in HiPC'20 | |
| 20 Mar. 2020 | Awarded a master's degree in Computer Science from CSE at UCR. | |
| 22-26 Feb. 2020 | Served as a Student Volunteer at PPoPP'20. | |
| 12 Dec. 2019 | Served as a Student Volunteer at BigData'19. | |
| 10 Dec. 2019 | Gave a talk in BigData'19, Los Angeles. | |
| 22 Nov. 2019 | Awarded a student travel grant to attend BigData'19. | |
| 17 Oct. 2019 | MultiLyra paper on evaluating batches of distributed graph queries accepted in BigData'19! | |
| 24 Jul. 2018 | Successfully passed my Oral Qualification Exam and become a PhD Candidate! | |
| 24 Mar. 2018 | FDD paper on fast data delivery for many-core processors accepted in TC'18 journal! |
Research Interests
My research at UCR has been focusing on developing scalable high-performance solutions for graph processing by employing resources available on a heterogeneous computing cluster. More specifically, we developed the distributed MultiLyra [BigData’19] system whose scalability enables simultaneous evaluation of batches of hundreds of iterative graph queries. then, BEAD [BigData’20] extends MultiLyra to consider scenarios in which a batch of queries needs to be continuously reevaluated due to changes to the graph (for growing graphs). In the shared-memory setting, we have developed SimGQ [HiPC’20] online system that optimizes the evaluation of a batch of queries by sharing results of common sub-computations among them which won the best paper award in HiPC’20 and extended in SimGQ+ [JPDC'22].
I am also interested in Computer Architecture in general. During my master study I worked on High Performance Chip Multiprocessors by focusing on their Interconnection Networks; my thesis was titled "Using hybrid packet-circuit switching to improve memory access in NoC-based CMPs".
- Graph Analytics and AI
- Machine Learning
- Computer Architecture
- Parallel, Distributed, and High Performance Computing
Service
| PC | Data Analytics'22-'24, DAC'20, IETE'20, JOC'20 | |
| Sub-reviewer | MICRO'23, ICS'23, CGO'21, PACT'20, CGO'20, ISPASS'19, IA3 at SC'19, ASPLOS'18, PACT'17, IPDPS'14, HPIN'14 |
Publications
Please visit my profile in Google Scholar for reference.
| BigGraph'23 |
ExpressWay: Prioritizing Edges for Distributed Evaluation of Graph Queries Abbas Mazloumi, Mahbod Afarin, and Rajiv Gupta. IEEE Tenth International Workshop on High Performance Big Graph Data Management, Analysis, and Mining, colocated with IEEE BigData, Dec. 2023. |
|
| JPDC'22 |
SimGQ+: Simultaneously Evaluating Iterative Point-to-All and Point-to-Point Graph Queries Chengshuo Xu, Abbas Mazloumi, Xiaolin Jiang, and Rajiv Gupta. Journal of Parallel and Distributed Computing, Feb. 2022. |
|
| BigData'20 |
BEAD: Batched Evaluation of Iterative Graph Queries with Evolving Analytics Demands Abbas Mazloumi, Chengshuo Xu, Zhijia Zhao, and Rajiv Gupta. IEEE International Conference on Big Data, Dec. 2020. |
|
| HiPC'20 |
SimGQ: Simultaneously Evaluating Iterative Graph Queries Chengshuo Xu, Abbas Mazloumi, Xiaolin Jiang, and Rajiv Gupta. IEEE International Conference on High-Performance Computing, Data & Analytics, Dec. 2020. |
|
| BigData'19 |
MultiLyra: Scalable Distributed Evaluation of Batches of Iterative Graph Queries Abbas Mazloumi, Xiaolin Jiang, and Rajiv Gupta. IEEE International Conference on Big Data, Dec. 2019. [ Sildes ] |
|
| BigData'19 (Poster) |
Enabling Faster Convergence in Distributed Irregular Graph Processing Abbas Mazloumi and Rajiv Gupta. IEEE International Conference on Big Data, Dec. 2019. [ Sildes ] [ Poster ] |
|
| BigData'19 (Poster) |
Border Gateway Protocol Anomaly Detection Using Neural Network Mohsen Karimi, Ali Jahanshahi, Abbas Mazloumi, and Hadi Zamani Sabzi. IEEE International Conference on Big Data, Dec. 2019. |
|
| TC'18 |
Fast Data Delivery for Many-Core Processors Mohammad Bakhshalipour, Pejman Lotfi-Kamran, Abbas Mazloumi, Farid Samandi, Mahmood Naderan-Tahan, Mehdi Modarressi, and Hamid Sarbazi-Azad. IEEE Transactions on Computers, Volume: 67, Issue: 10, Pages: 1416-1429, Oct. 2018. |
|
| ARCS'17 |
Parallel Forwarding for Efficient Bandwidth Utilization in Networks-on-Chip Elham Momenzadeh, Abbas Mazloumi, Mehdi Modarressi, and Masoud Daneshtalab. 30th International Conference on Architecture of Computing Systems, Apr. 2017. |
|
| CAL'16 |
Dynamic resource sharing for high-performance 3-d networks-on-chip S. Hossein Seyyedaghaei R., Abbas Mazloumi, Mehdi Modarressi, and Pejman Lotfi-Kamran. IEEE Computer Architecture Letters, Volume: 15, Issue: 1, Pages: 5-8, Jun. 2016. |
|
| ICEE'16 |
High performance hybrid-switched network-on-chip using shortcut paths Sina Sayardoost Tabrizi, Iman Soltani Mohammadi, Abbas Mazloumi, and Mehdi Modarressi. 24th Iranian Conference on Electrical Engineering, May 2016. |
|
| SC'15 |
Integrated circuit-packet switching NoC with efficient circuit setup mechanism Farhad Pakdaman, Abbas Mazloumi, and Mehdi Modarressi. The Journal of Supercomputing, Volume: 71, Issue: 8, Pages: 2787-2807, Aug. 2015. |
|
| DATE'15 |
A hybrid packet/circuit-switched router to accelerate memory access in NoC-based chip multiprocessors Abbas Mazloumi, and Mehdi Modarressi. 18th Design, Automation & Test in Europe Conference & Exhibition, Mar. 2015. |
Teaching
| Spring 2024 | CS 005: Introduction to Computer Programming | ||
| Winter 2024 | CS 005: Introduction to Computer Programming | ||
| Fall 2023 | CS 005: Introduction to Computer Programming | ||
| Fall 2023 | CS 635: Advanced Object-Oriented Programming | ||
| Summer 2021 | CS 153: Design of Operating Systems | ||
| Spring 2021 | CS/EE 147: GPU Computing and Programming |
Teaching Assistant
| Spring 2023 | CS152: Compiler Design | ||
| Winter 2023 | CS152: Compiler Design | ||
| Fall 2020 | CS152: Compiler Design | ||
| Summer 2020 | CS152: Compiler Design | ||
| Spring 2020 | CS152: Compiler Design | ||
| Fall 2019 | CS180: Introduction to Software Engineering | ||
| Spring 2019 | CS152: Compiler Design | ||
| Winter 2019 | CS152: Compiler Design | ||
| Fall 2018 | CS008: Introduction to Computing | ||
| Fall 2013 | ECE489: Interconnection Networks | ||
| Spring 2013 | ECE492: Chip Multiprocessors | ||
| Fall 2012 | ECE427: Advanced Computer Architecture | ||
| Fall 2012 | ECE489: Interconnection Networks |