CAPPLab

Welcome to the Computer Architecture and Parallel Programming Laboratory (CAPPLab) at 成人头条. CAPPLab has been selected as an NVIDIA GPU Research Center.

Key Objectives:

Conduct research in computer systems, data analysis, and associated domains.

Teach computer architecture, parallel programming, machine learning, and related topics.

Director:

Dr. Abu Asaduzzaman (Zaman), Professor

 

Selected Publications

Journal Articles:

  • Sibai, F.N., Asaduzzaman, A., and El-Moursy, A., 鈥淐haracterization and Machine Learning Classification of AI and PC Workloads,鈥 accepted in IEEE Access, June 2024.
  • Asaduzzaman, A., Thompson, C.C., and Uddin, M.J., "Improving CADx System Performance for Skin Disease Detection using Ensemble Machine Learning Models," in IEEE TechRxiv, May 02, 2024, DOI: 10.36227/techrxiv.171467652.28972099/v1.
  • Asaduzzaman, A., Uddin, M.R., and Sibai, F.N., "Dimensionality Reduction by Machine Learning for Cost-Effective Data Analysis," in IEEE TechRxiv, April 17, 2024, DOI: 10.36227/techrxiv.171332281.12206851/v1.
  • Asaduzzaman, A., Thompson, C.C., and Uddin, M.J., 鈥淢achine Learning Approaches for Skin Neoplasm Diagnosis,鈥 in Biology bioRxiv, May 12, 2024, DOI: https://doi.org/10.1101/2024.05.12.593773.
  • Sibai, F., Asaduzzaman, A., and Elmoursy, A., 鈥3D Layout of the Spidergon-Donut On-Chip Interconnection Network,鈥 in Inderscience Int. J. of High-Performance Systems Architecture (IJHPSA), Vol. 11, No. 3, pp. 137-147, Apr. 2023.
  • Sibai, F., El-Moursy, A.A., Asaduzzaman, A., and Majzoub, S., "Hardware Acceleration of the STRIKE String Kernel Algorithm for Estimating Protein to Protein Interactions," in IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Vol. 19, No. 4, pp. 2272-2283, Aug. 2022. DOI: 10.1109/TCBB.2021.3066591.
  • Uddin, M.J., Crews, B.C., Oltman, C.G., Lo, J.H.-J., Huda, T., Liu, J., Kingsley, P.J., Lin, S., Milad, M., Aleem, A.M., Asaduzzaman, A., McIntyre, J.O., Duvall, C.L., and Marnett, L.J., 鈥淒iscovery of a Redox-Activatable Chemical Probe for Detection of Cyclooxygenase-2 in Cells and Animals,鈥 in Journal: ACS Chemical Biology, Vol. 17, No. 7, pp. 1714鈥1722, July 2022.
  • Asaduzzaman, A., Mazumder, S., and Selinas, S., 鈥淎 Promising Security-Aware Architecture for Near Field Communication,鈥 in Inderscience International Journal of Security and Networks (IJSN), Vol. 13, No. 2, pp. 98-107, 2018.
  • Chidella, K.K. and Asaduzzaman, A., 鈥淎 Novel Wireless Network-on-Chip Architecture with Distributed Directory for Faster Execution and Minimal Energy,鈥 in Elsevier Journal of Computers and Electrical Engineering, Vol. 65, pp. 18-31, 2018. 
  • Asaduzzaman, A., Chidella, K.K., and Vardha, D., 鈥淎n Energy-Efficient Directory Based Multicore Architecture with Wireless Routers to Minimize the Communication Latency,鈥 in IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 28, No. 2, pp. 374-385, May 2016. 
  • Asaduzzaman, A., Mummidi, A., and Sibai, F.N., 鈥淎n Eye Blinking Password Based Liveness Monitoring System to Improve the Detection of Video Spoofing,鈥 in Journal of Mechatronics, Electrical, and Computer Technology (IJMEC), Vol. 5, No. 17, pp. 2398-2407, Oct. 2015.
  • Asaduzzaman, A. and Gunasekara, G.H., 鈥淧ower and Performance Analysis of Multimedia Applications Running on Low-Power Devices by Cache Modeling,鈥 in Springer Journal of Multimedia Tools and Applications (MTAP), Vol. 72, No. 1, pp. 207-230, Sept. 2014.
  • Asaduzzaman, A., Chaturvedula, S.R., and Pendse, R., 鈥淎 Novel Folded-Torus Based Network Architecture for Power-Aware Multicore Systems,鈥 in Elsevier Journal of Computers & Electrical Engineering (COMPELECENG), Vol. 39, No. 8, pp. 2494-2506, Nov. 2013.
  • Asmatulu, R., Muppalla, H., Veisi, Z., Khan, W.S., Asaduzzaman, A., and Nuraje, N., 鈥淪tudy of Hydrophilic Electrospun Nanofiber Membranes for Filtration of Micro and Nanosize Suspended Particles,鈥 in Special Issue: Nanocomposite Membranes Journal, Membranes 2013, 3, 1-x manuscripts; (doi:10.3390/membranes30x000x), Oct. 2013.
  • Asaduzzaman, A., Suryanarayana, V.R., and Sibai, F.N., 鈥淥n level-1 cache locking for high-performance low-power real-time multicore systems,鈥 in Elsevier Journal of Computers & Electrical Engineering (COMPELECENG), Vol. 39, No. 4, pp. 1333-1345, May 2013.
  • Asaduzzaman, A. and Gunasekara, G.H., 鈥淎 Way Cache Locking Scheme Supported by Knowledge Based Smart Preload Effective for Low-Power Multicore Electronics,鈥 in Journal of Low Power Electronics (JOLPE), Vol. 8, No. 5, pp. 552-564(13), Dec. 2012.
  • Asaduzzaman, A., Sibai, F.N., and Rani, M., 鈥淚mproving Cache Locking Performance of Modern Embedded Systems via the Addition of a Miss Table at the L2 Cache Level,鈥 in Elsevier Journal of Systems Architecture (JSA), Vol. 56, No. 4-6, pp. 151-162, April 2010.

  • ...

  • Asaduzzaman, A. and Mahgoub, I., 鈥淐ache Modeling and Optimization for Portable Devices Running MPEG-4 Video Decoder,鈥 in Springer Journal of Multimedia Tools and Applications (MTAP), Vol. 28, No. 1, pp. 239-256, January 2006.

  • Mahgoub, I., Yousif, M., and Asaduzzaman, A., 鈥淓valuation of memory latency in cluster-based cache-coherent multiprocessor systems with different interconnection topologies,鈥 in Elsevier Journal of Computers & Electrical Engineering (COMPELECENG), Vol. 26, Issue 3-4, pp. 207-220, 2000.

Conference Papers:

  • Asaduzzaman, A. and Campbell, D., 鈥淭ensorFlow Batch Size Tuning for Parallel Optimization,鈥 under preparation, IEEE Conference, 2024.

  • Asaduzzaman, A. and Campbell, D., 鈥淚mpact of Computer Graphics Interfaces in High-Level Programming Languages,鈥 under preparation, IEEE Conference, 2024.

  • Asaduzzaman, A., Telikepalli, V. S. P. T., and Uddin, M.R., 鈥淧erformance Analysis of C and Python Parallel Implementations on a Multicore System Using Particle Simulation,鈥 in IEEE International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), Victoria, Seychelles, 2024.

  • Asaduzzaman, A., D鈥橲ouza, D., Uddin, M.R., and Woldeyes, Y., 鈥淚ncrease Security by Analyzing Password Strength using Machine Learning,鈥 in IEEE Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), Thailand, 2024, pp. 32-37.

  • Uddin, M. R., Asaduzzaman, A., Le, K., and Medarametla, R.R., 鈥淰oice Activated Edge Devices Using Tiny Machine Learning Enabled Microcontroller,鈥 in IEEE Green Technologies (GreenTech) Conference, Springdale, Arkansas, 2024.

  • Asaduzzaman, A., Mercer, L., Uddin, M.R., and Woldeyes, Y., 鈥淢odeling and Analyzing Wind Velocity at Entrance Doors to Avoid Accidents,鈥 in IEEE High Performance Extreme Computing Conference (HPEC-2023), Boston, USA (Virtual), Sept. 25- 29, 2023.

  • Sibai, F.N, Asaduzzaman, A., and Sibai, A., 鈥淎 Comparative Study of Machine Learning Methods for Intrusion Detection,鈥 in IEEE International Conference on Electrical and Electronics Engineering (ICEEE-2023), Istanbul, Turkey, May 8-10, 2023.

  • Asaduzzaman, A., Jojigiri, S., Sabu, T., and Tailam, S., 鈥淪tudying Execution Time and Memory Transfer Time of Image Processing Using GPU Cards,鈥 in IEEE Computing and Communication Workshop and Conference (CCWC-2021), Virtual Conference, USA, Jan. 27-30, 2021. (This paper received the Best Paper Award.)

  • Asaduzzaman, A., Telakapalli, A., and Sibai, F.N., 鈥淪mart Disaster Management using Software-Defined Unmanned Aerial Systems,鈥 in IEEE ComSoc Consumer Communications & Networking Conference (CCNC-2021), Virtual Conference, USA, Jan. 9-12, 2021.
  • Asaduzzaman, A. and Gupta, D., 鈥淕eospatial Cyberinfrastructure for Regional Economic Growth,鈥 accepted, in IEEE Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2020), Phuket, Thailand, June 24-27, 2020.
  • Asaduzzaman, A., Almohaimeed, A., and Chidella, K.K., 鈥淪hared Entry Logger to Eliminate Duplicate Requests to SDN Controller,鈥 in IEEE Computing and Communication Workshop and Conference (CCWC), Las Vegas, Nevada, Jan. 7-9, 2019.
  • Almohaimeed, A. and Asaduzzaman, A., 鈥淚ncorporating Monitoring Points in SDN to Ensure Trusted Links Against Misbehaving Traffic Flows,鈥 in IEEE International Conference On Mobile and Secure Services (MobiSecServ), Miami Beach, Florida, March 2-3, 2019.
  • Chidella, K.K., Asaduzzaman, A., and Almohaimeed, A., 鈥淚mpact of Non-Uniform Subnets on Wireless Network-on-Chip Performance,鈥 in IEEE Computing and Communication Workshop and Conference (CCWC), Las Vegas, Nevada, Jan. 7-9, 2019.
  • Asaduzzaman, A., Mashhadi, F., and Rani, M., 鈥淎pplying Learner-Centered Project-Oriented Approach to Enhance STEM Education Experience 鈥 A Case Study,鈥 in Midwest Section Conference of the American Society for Engineering Education (ASEE), Stillwater, OK, Sept. 24-26, 2017.
  • Asaduzzaman, A., Mitra, P., Chidella, K.K., Saeed, K.A., Cluff, K., and Mridha, M.F., 鈥淎 Computer-Assisted Mammography Technique for Analyzing Breast Cancer,鈥 in IEEE International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, Bangladesh, Sept. 28-30, 2017.
  • Chidella, K.K. and Asaduzzaman, A., 鈥淧rior Detection of Explosives to Defeat Tragic Attacks using Knowledge Based Sensor Networks,鈥 in IEEE Green Technologies Conference (GreenTech), Denver, CO, Mar. 29-31, 2017.
  • Asaduzzaman, A., Mazumder, S., Salinas, S., and Mridha, M.F. 鈥淎 Security-Aware Near Field Communication Architecture,鈥 in ACM/IEEE International Conference on Networking, Systems and Security (NSysS), BUET, Dhaka, Bangladesh, Jan. 5-8, 2017.
  • Asaduzzaman, A. and Chidella, K.K., 鈥淎 Novel Directory Based Hybrid Cache Coherence Protocol for Shared Memory Multiprocessors,鈥 in IEEE International Symposium on Phased Array Systems and Technology (PAST), Boston, Massachusetts, Oct. 18-21, 2016.
  • Asaduzzaman, A. and Asmatulu, R., 鈥淎 Learner-Centered Computational Experience in Nanotechnology for STEM Students,鈥 in IEEE Integrated STEM Education Conference (ISEC鈥16), Princeton University, New Jersey, March 5, 2016.
  • Asaduzzaman, A., Mummidi, A., Mridha, M.F., and Sibai, F.N., 鈥淚mproving Facial Recognition Accuracy by Applying Liveness Monitoring Technique,鈥 in IEEE International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, Bangladesh, Dec. 17-19, 2015. (This paper received the Best Paper Award.)
  • Asaduzzaman, A., Moniruzzaman, M., and Tamtam, P., 鈥淓fficient Management of Renewable Solar Energy for Vehicular Applications,鈥 in ISERD International Conference on Engineering, Technology, and Management (ICETM'15), Bangkok, Thailand, May 16, 2015. (This paper received the Excellent Paper Award.)
  • Yip, C.M. and Asaduzzaman, A., 鈥淎 Promising CUDA-Accelerated Vehicular Area Network Simulator Using NS-3,鈥 in 33rd IEEE International Performance Computing and Communications Conference (IPCCC), Austin, TX, Dec. 5-7, 2014.
  • Asaduzzaman, A., Suryanarayana, V.R., and Rahman, M., 鈥淧erformance-Power Analysis of H.265/HEVC and H.264/AVC Running on Multicore Cache Systems,鈥 in 2013 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS鈥13), Naha, Okinawa, Japan, Nov. 12-15, 2013.
  • Asaduzzaman, A., Chaturvedula, S.R., and Pendse, R., 鈥淔olded Torus Based Power Aware Interconnection Topology for High-Performance Multicore Architecture,鈥 in IASTED Parallel and Distributed Computing and Systems (PDCS 2012), Las Vegas, Nevada, USA, Nov. 12-14, 2012.
  • Asaduzzaman, A., Joseph, A.R., Sibai, F.N., and Mohamed, N. 鈥淐loud Computing: A Cloudy Future?,鈥 in the Eighth International Conference on Innovations in Information Technology (Innovations'12), Al Ain, UAE, Mar. 18-20, 2012.
  • Asaduzzaman, A., Mahgoub, I., and Sibai, F.N., 鈥淓valuation of the Impact of Miss Table and Victim Caches in Parallel Embedded Systems,鈥 in IEEE International Conference on Microelectronics (ICM-2010), Cairo, Egypt, Dec. 19-22, 2010.
  • ...
  • Asaduzzaman, A., Mahgoub, I., Sanigepalli, P., Kalva, H., Shankar, R., and Furht, B., 鈥淐ache Optimization for Mobile Devices Running Multimedia Applications,鈥 in 6th IEEE International Symposium on Multimedia Software Engineering (ISMSE2004), Miami, Florida, Dec. 2004.

  • Asaduzzaman, A. and Mahgoub, I., 鈥淓valuation of Application-Specific Multiprocessor Mobile System,鈥 in International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS-2004), San Jose, California, July 2004.

  • Asaduzzaman, A., Mahgoub, I., and Yousif, M.S., 鈥淢emory Latency Evaluation in Cluster-Based Cache Coherent Multiprocessor with Different Network Topologies,鈥 in (CATA-98, pp. 393-396) International Symposium on Computer Architecture (ISCA), Honolulu, Hawaii, March 1998.

Selected Grants

  • Principal Investigator (PI); 鈥淧rescreening Data Analysis for Mobile Dental Clinics,鈥 awarded, Vera Healthcare; total $71,425 for six months (my share is $42,855). Co-PIs from 成人头条: John Watkins and Visvakumar Aravinthan, 11/2023鈥05/2024.

  • Recipient; travel grant to attend the NSF CISE Education and Workforce (EWF) Aspiring PI (API) Summit in Atlanta, GA, June 21-22, 2023 (registration, hotel, airfare, and meals will be reimbursed by NSF, estimated total $1,800, 2023.

  • PI; 鈥淏usiness Analyses of Network Architecture on Exascale Machines using PETSc,鈥 funded by the Argonne National Laboratory (ANL) Faculty Research Participant program for research at ANL; total $54,800 (two students are supported), 2023.

  • PI; 鈥淓xpand PETSc Library to Support Data-Intensive Real-Time Simulation,鈥 awarded by the Argonne National Laboratory Exascale Computing Project (ECP) Co-Design Center for Online Data Analysis and Reduction (CODAR); total $43,815 (one student to support) for one year, 2022-2023.

  • PI; 鈥淣etwork Application Modeling and Simulation on Exascale Machines,鈥 funded by the Department of Energy Exascale Computing Project (ECP) via Sustainable Research Pathways for High-Performance Computing (SRP-HPC) program for research at the Argonne National Laboratory (ANL); total $53,300 (two students are supported), 2022.

  • PI; 鈥淥pen2C framework and OpenSoC Fabric to build up a communication-aware level-2 cache controller,鈥 awarded by the Department of Energy Visiting Faculty Program (VFP 鈥 Faculty and VFP 鈥 Student) via Sustainable Research Pathways (SRP) for research at the Lawrence Berkeley National Laboratory; total $48,000 (two students are supported), 2020-2021.

  • PI; "A Real-Time Imaging System to Assist Surgical Procedures," 成人头条 Research/Creative Projects Award (URCA); total $4,500 for one year, 2019-2020.
  • PI; 鈥淗igh Performance Computing at Low (Room) Temperature,鈥 CybertronPC; total $10,000 for one year (includes hardware donation), 2016-2017.
  • PI; 鈥淣VIDIA GPU Research Center at 成人头条 State,鈥 NVIDIA Corporation; multiple benefits including recognition as a GPU Research Center, invitation to NVIDIA Special Events, and inclusion in NVIDIA GPU Seeding Programs; total $10,000 for two years, 2015-2017.
  • PI; 鈥淐ollaborative Research: NetApp NFS Connector for Apache Spark Systems,鈥 NetApp, Inc.; total $60,000 ($49,828 for PI) for nine months, 2015-2016. (Co-PI: Tonya Witherspoon, 成人头条.)
  • PI; 鈥淎n Empirical Application of High-Performance Pattern Recognition and Protein Binding to Treat Cancer,鈥 WSU Flossie E. West Memorial Foundation; total $24,984 for one year, 2014-2015.
  • PI; 鈥淒iscovering CUDA-Accelerated New Programming Paradigm to Address the Growing Low-Power High Performance Computing Requirements,鈥 WSU University Research/Creative Projects Award; total $4,498 for one year, 2014-2015.
  • PI; 鈥淎 novel task and data regrouping based parallel approach to solve massive problems faster on multithreaded computing systems,鈥 Kansas NSF EPSCoR First Award; total $105,296 for 15 months, 2013-2014.
  • PI; 鈥淐UDA Teaching Center at 成人头条;鈥 NVIDIA Corporation; total $7,702 (hardware plus money) for one year, 2012-2013.

Selected Projects

  • Improved Pet Tracking Tool: CAPPLab collaborated with the , previously known as Spay Neuter Kansas City (SNKC), to research, evaluate, and improve a technology used by the clinic to track animals.
  • CAPPLab Solar Energy Project: CAPPLab students to debut solar car on Earth Day. The solar energy project was well recognized by the Green Group at 成人头条.

Selected Presentations

  • Abu Asaduzzaman, "Next Generation Information Processing: A Collaborative Approach," at the BUET Institute of Information and Communication Technology () on May 21, 2022, Dhaka, Bangladesh. Link: .
  • Abu Asaduzzaman, 鈥淗igh Performance Computing, Machine Learning, and Big Data Analytics for Common Good,鈥 at the on Jan. 14, 2020, Nara, Japan.

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