2024
Lina Sawalha, and Tahir C. Ikinci, “Shallow Learning Versus Deep Learning in Natural Lan- guage Processing Applications,” In Shallow Learning vs. Deep Learning, Springer, ISBN978- 3-031-69498-1, pp. 179-206, Oct. 2024.
2023
Lina Sawalha, and Grant Deljevic, “Workload Characterization Using Hierarchical PCA,” IEEE International Symposium on Performance Analysis of Systems and Software, Jun. 2023.
2022
Lina Sawalha, Tawfiq Abuaita, Martin Cowley, Sergei Akhmatdinov, Adam Dubs “Accurate Performance and Power Prediction for FPGAs Using Machine Learning,” IEEE 30th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), pp. 1-2, May 2022.
2021
Samah Rahamneh, Alvis Fong and Lina Sawalha, “A Comparison of Different Optimization Algorithms for HW/SW Partitioning Using a High-Performance Cluster,” 18th ACS/IEEE International Conference on Computer Systems and Applications, pp. 1-8, Nov. 2021.
Martin Cowley and Lina Sawalha, “RISC-V Dataflow Extension,” Fifth Workshop on Computer Architecture Research with RISC-V, June 2021.
2019
Samah Rahamneh and Lina Sawalha, “Efficient OpenCL Accelerators for Canny Algorithm on a CPU-FPGA Platform,” International Conference on Reconfigurable Computing and FPGAs, Dec. 2019.
Ayaz Akram and Lina Sawalha, “Validation of the gem5 Simulator for x86 Platforms,” Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems in conjunction with SC19, Denver, CO, Nov. 2019.
Majdi Rawashdeh, Awny Alnusair, Muder Almiani and Lina Sawalha, “JMentor: An Ontology-based Framework for Software Understanding and Reuse,” 16th ACS/IEEE International Conference on Computer Systems and Applications, Abu Dhabi, UAE, Nov. 2019. Acceptance rate: 25%.
Syed Rameez Naqvi, Anjum Zahid, Lina Sawalha, Syed Saud Naqvi, Tallha Akram, Sajjad Ali Haider, Kumar Yelamarthi and Maksim Jenihhin, “An optimization framework for dynamic pipeline management in computing systems,” Elsevier Computers & Electrical Engineering, vol. 78, pp. 242-258, Sept. 2019. I.F: 2.189.
Ayaz Akram and Lina Sawalha, “A Study of Performance and Power Consumption Differences Among Different ISAs,” Euromicro Digital System Design, Architectures, Methods and Tools, Aug. 2019.
Ayaz Akram and Lina Sawalha, “A Survey on Computer Architecture Simulation Techniques,” IEEE Access, vol. 7, pp. 78120 - 78145, May 2019. I.F: 4.098.
Samah Rahamneh and Lina Sawalha, “An OpenCL-Based Acceleration for Canny Algorithm Using a Heterogeneous CPU-FPGA Platform,” in Proceedings of the IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), San Diego, CA, pp. 322-323, Apr. 2019.
2018
Samah Rahamneh and Lina Sawalha, “ODR: On-line Delay Reduction Approach for Transferring Dynamically-Generated Big Flows Leveraging Software-Defined Networks,” IEEE International Electro/Information Technology Conference, Rochester, MI, pp. 707-712, May 2018.
Tai-hsien Wu, MohammadReza Khani, Lina Sawalha, James Springstead, Dewei Qi, “A CUDA-based Implementation of a Fluid-Solid Interaction Solver: The Immersed Boundary Lattice Boltzmann Lattice-Spring Method,” Communications in Computational Physics, vol. 23, No. 4, Apr. 2018, pp. 980-1011, I.F: 2.004.
2017
Ayaz Akram and Lina Sawalha, “The Impact of ISAs on Performance,” 14th Annual Workshop on Duplicating, Deconstructing and Debunking associated with ISCA17, June 2017.
2016
Ayaz Akram and Lina Sawalha, “X86 Computer Architecture Simulators: A Comparative Study,” IEEE International Conference on Computer Design, pp. 638-645, Oct. 2016. Acceptance rate: 77/267 ( 28%).
Ayaz Akram and Lina Sawalha, “A Comparison of x86 Computer Architectural Simulators,” the International Conference for High Performance Computing, Networking, Storage and Analysis (SC16), Nov. 2016
before 2015
Lina Sawalha, Monte P. Tull and Ronald D. Barnes, “Hardware Thread Context Switching,” Electronics Letters, vol. 49, No. 6, pp. 389-392, Mar. 2013. I.F: 1.155.
Lina Sawalha and Ronald D. Barnes, “Phase-Based Scheduling and Thread Migration for Heterogeneous Multicore Processors,” in the proceedings of the 21st International Conference on Parallel Architectures and Compilation Techniques, pp. 493-494, Sept. 2012.
Lina Sawalha, Monte P. Tull, Matthew Gately, James J. Sluss, Mark Yeary and Ronald D. Barnes, “A large 3D Swept Volume Video Display,” IEEE/OSA Journal of Display Technology, vol. 8, No. 5, pp. 256-268, May 2012. I.F: 1.530.
Lina Sawalha and Ronald D. Barnes, “Energy-Efficient Phase-Aware Scheduling for Heterogeneous Multicore Processors,” in Proceedings of the 2012 IEEE Green Technologies Conference, Apr. 2012.
Xiaolei Yan, Lina Sawalha, Amy McGovern and Ronald D. Barnes, “Supporting Transparent Thread Assignment in Heterogeneous Multicore Processors Using Reinforcement Learning,” the 3rd workshop on SoCs, Heterogeneous Architectures and Workloads (SHAW-3), associated with HPCA”12, Feb. 2012.
Lina Sawalha, Monte P. Tull and Ronald D. Barnes, “Thread Scheduling for Heterogeneous Multicore Processors Using Phase Identification,” SIGMETRICS Performance Evaluation Review, vol. 39, Issue 3, pp. 125-127, Dec. 2011.
Lina Sawalha, Sonya Wolff, Monte P. Tull and Ronald D. Barnes, “Phase-Guided Scheduling on Single-ISA Heterogeneous Multicore Processors,” in Proceedings of the Fourteenth Euromicro Conference on Digital System Design Architectures, Methods, and Tools, pp. 736-745, Aug.-Sept. 2011.
Matthew Gately, Yan Zhai, Mark Yeary, Erik Petrich and Lina Sawalha, “A Three-DimensionalSwept Volume Display Based on LED Arrays,” IEEE/OSA Journal of Display Technology, vol.7, Issue 9, pp. 503-514, Sept. 2011. I.F: 1.530.
Joseph Dibley, Elijah Dealca, Cameron Kline and Lina Sawalha, “Workload Characterization of 3D Mobile Rendering,” Undergraduate presentation event, Western Michigan University, Aug. 2024.
Ladd Carpenter, Emmanuel Guzman, Andrew Steppan and Lina Sawalha, “Design and En- ergy Management of Batteryless Energy-Harvesting Systems ,” Undergraduate presentation event, Western Michigan University, Aug. 2023.
Lina Sawalha, “Teaching Introduction to Computer Architecture: A Hands-on Approach,” Lilly Conference – Evidence-Based Teaching and Learning, Austin, TX, May 2023.
Lina Sawalha, and Grant Deljevic, "Workload Characterization Using Hierarchical PCA," IEEE International Symposium on Performance Analysis of Systems and Software, Apr. 2023.
Lina Sawalha, Tawfiq Abuaita, Martin Cowley, Sergei Akhmatdinov, Adam Dubs “Accurate Performance and Power Prediction for FPGAs Using Machine Learning,” IEEE 30th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), New York City, May 2022.
Ayaz Akram and Lina Sawalha, “A Study of Performance and Power Consumption Differences Among Different ISAs,” Euromicro Digital System Design, Aug. 2019.
Martin Cowley and Lina Sawalha, “Hybrid Dataflow-Von Neumann Architectures,” Western Michigan University (WMU) research day, Apr. 2019.
Samah Rahamneh and Lina Sawalha, “An OpenCL-based Acceleration for Canny Algorithm Using a Heterogeneous CPU-FPGA Platform,” presented at FCCM 2019, and WMU Poster Day.
Ayaz Akram and Lina Sawalha, “A Comparison of Computer Architecture Simulators,” the International Conference for High Performance Computing, Networking, Storage and Analysis (SC16), Oct. 2016.
Daniel Haller, Jose Sanchez-Vicarte, and Lina Sawalha, “Memory Characterization and Program Phases,” Poster presentation at Oakland University, NSF REU presentation day, Aug. 2013.
Lina Sawalha and Ronald D. Barnes, “Phase-Based Scheduling and Thread Migration for Heterogeneous Multicore Processors,” The 21st International Conference on Parallel Architectures and Compilation Techniques, ACM SRC, Sept. 2012.
Lina Sawalha, Monte P. Tull and Ronald D. Barnes, “Scheduling Jobs for Heterogeneous Multicore Processors Using Phase Identification,” SIGMETRICS/HPDC joint student research poster session associated with FCRC’11, San Jose, June 2011.
Lina Sawalha, “Three Dimensional Hardware Rendering Engine and Image Partitioning Algorithm,” poster presentation, Student Research and Performance Day, University of Oklahoma, Apr. 4th, 2009.
Ayaz Akram and Lina Sawalha, A Comparison of Computer Architecture Simulators, Technical Report, CASRL-01-16, Oct. 2016. https://scholarworks.wmich.edu/casrl reports/1/
Tai-Hsien Wu, Mohammadreza Khani, Lina Sawalha, James Springstead, Dewei Qi, To implement a lattice-Boltzmann lattice-spring method using CUDA, the 25th International Conference on Discrete Simulation of Fluid Dynamics, Abstract, July, 2016.
Lina Sawalha, Moath Alsafasfeh and Aous Kurdi, “Characterization of Automotive Powertrain Applications,” Technical Report, 2015.
Ronald Barnes, Lina Sawalha, and Monte P. Tull, Multicore ProcessorWith Shared Hardware Context Switch, provisional patent application, 12NOR054, Oct. 2014.