Abbas Mazloumi



463 Winston Chung Hall
Riverside, CA 92521
abbas.mazloumi@ucr.edu
amazloumi@sdsu.edu


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 () as a Senior AI/ML GPU Computing Engineer at the Kempner Institute for the Study of Natural and Artificial Intelligence, starting June 2024.
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 () as a Software Engineer today.
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".

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