I am an Assistant Professor of Electrical and Computer Engineering at Stevens Institute of Technology, where I lead the HPDA lab. My research exploits emerging hardware — such as Graphics Processing Unit (GPU), Field-Programmable Gate Array (FPGA), high-end CPU and Solid-State Drive
(SSD) — to build high-performance systems for graph computing, machine learning, computational omics, numerical simulation and cloud computing. I have received the NSF CRII and CAREER awards. Thanks NSF!
Prior to joining Stevens, I was an assistant professor at the University of Massachusetts Lowell. I received the Ph.D. degree from the George Washington University in 2017 (advisor: Prof. H. Howie Huang), and B.E. from Huazhong University of Science and Technology in 2011.
Some simple and actionable research advice: here [GitHub link].
I’m looking for motivated graduate students and undergraduate interns. Please contact me at email@example.com if you are interested!
Dr. Top-k and E.T. are accepted to SC '21, congratulations to all of us! Dr. Top-k can find top-k elements from a gigantic unsorted array lightning fast! and E.T. is faster than the state of the art enterprise solutions, such as, FasterTransformer and TensorRT! We will open source both projects very soon.
GSoFa is accepted to TPDS, congratulations to Anil!
I am honored to receive the 2021 ECE Outstanding Research Award! Thanks!
My CPE 360 class receives top student evaluation score (3.94 out of 4)! Thank the students for this positive evaluation!
Our group is selected to visit Lawrence Berkeley National Lab in the summer! Thanks SRP and our host Dr. Xiaoye S. Li.
TRUST is accepted to IEEE Transactions on Parallel and Distributed Systems (TPDS)! Congrats Santosh and Zhibin! TRUST achieves unprecedentedly 1 trillion TEPS performance rate with 1,024 GPUs!
Check it out here
I am also sharing my experience about NSF CAREER proposal writing at here [GitHub link]
. Hope it will help you!
My NSF CAREER Award has been funded! Thanks NSF!
One paper accepted to Eurosys'21!
Welcome Zhanfu to join our group!
One paper accepted to IEEE Transactions on Network and Service Management!
One paper accepted to HPCC '20!
One paper accepted to ICCD '20!
One paper accepted to EMNLP '20!
Invited to serve as a PC member in IPDPS'21! Please submit your best work!
Invited to serve as a PC member at algorithm track in SC'21! Please submit your best work!
PM-LSH is selected as one of the best papers in VLDB'20!
C-SAW is accepted to SC '20, congrats Santosh.
HPDA is hosting a seminar about Actionable Guidance for Junior Researchers
at 10:30am Wednesday May 20, 2020. The video is here
One distributed deep learning work is accepted to HPDC '20.
One FPGA accelerated deep learning work is accepted to DAC '20.
One collaborative work, i.e., PM-LSH is accepted to VLDB '20.
ELDA (short paper) is accepted to PPoPP'20, congrats Shilong!
One FPGA accelerated CNN work (short paper) is accepted to FPGA'20.
One paper is accepted to eduHPC@SC'19
H-INDEX won the champion of 2019 GraphChallenge. Congrats Santosh!
Our group has moved to Stevens. I will miss the great days at Lowell!
One poster is accepted to ACM undergraduate competition, congrats Daniel!
Our group is visiting Lawrence Berkeley National Lab.
SIMD-X is accepted to USENIX ATC'19.
XBFS is accepted to HPDC '19. Congrats Anil!
(Full publication list)
I am very fortunate to work with the following people:
- PhD students
- Masters students
- Luca Pasquariello
- Yufeng Liu
- Zehui Xie
- Undergraduate students
- Pridhvi Myneni
- Chris Waldt
- Jared Kantor
- Yohanes Gunarso
- Daniel Giger
- Shilong Wang (Ph.D., co-advised w/ Prof. Hengyong Yu). First employment: Cadence.
- Zhenlin Wu (MS)
- Hans-Edward Hoene (BS)
- Andy MacGregor (BS)
- Noah Saffie (BS)
- Zach Sherer (BS)
- Eric Finnerty (BS)
- Alexander Main (BS)
- Femi Ogunseye (Middlesex High School)
- Program Committee:
- 2021: SC, HPDC, IPDPS
- 2020: SC, HPDC, ICDCS
- 2019: HPDC, IEEE BigData, NAS, Chapel@PLDI
- 2018: HPDC, IPDPS, NAS, ASPLOS shadow PC
- 2017: Eurosys shadow PC
- Editorial board: Journal of BigData: Theory and Practice
- Journal reviewer: TPDS 2016, 2017, 2018, 2019, 2020; TC 2018, 2019
- NSF panel: 2018, 2019, 2020, 2021