15-418/15-618: Parallel Computer Architecture and Programming, Fall 2018: Projects

Machine Learning :
- Parallel Graph-Based Semi-Supervised Learning , Prithvi Gudapati and Darshan Chakrabarti
- Meta Machine Learning: Hyperparameter Optimization , Priyatham Bollimpalli and Mohit Deep Singh
- Parallel Encoder Decoder Network with CUDA , Xiangkai Zeng and Matthew Lipari
- Tuning Highly-efficient Offline Multi-layer-NN on Android SoCs , Majeed Thaika and Anshu Aviral
- Accelerating RNN with TVM , Junru Shao
- Accelerating Convolutional Neural Networks on ARM GPU with OpenCL , Han Qiu
- Parallelizing Gradient Descent on Different Architectures , Shashank Ojha and Kylee Santos
Parallel Graph Algorithms :
- Parallalized Solver for General Graph Problems in NP , Sean Zhang and Yucen Li
- Delaunay Triangulation , Harvey Zhang and Connie Fan
- CUDA forced-directed graph drawing , Qidu He and Di Jin
- Parallel DeepWalk: Online Learning of Social Representations , Dennis Li and Matt Chen
- Fast Parallel Clustering , Yuan Gao and Kangyan Zhou
- Fast Matrix Factorization for Recommendation Systems , Zhewei Shi and Weijie Chen
Parallel Game Solvers :
- Parallel Nonogram Solver , Benjamin Huang and Eric Sun
- AlphaChess , Jason Huang and Abel Tesfaye
- Parallel MCTS-minimax hybrids , Peter de Groot and Sai Bhargav Yalamanchi
- Kakuro-Solver Over Different Parallelization Frameworks , Naviya Singla and Anika Sindhwani
- Parallel Sudoku , Kathleen Ruan and Monica Pardeshi
Parallel Synchronization Mechanisms and Data Structures:
- Lock-free, Concurrent, Generic Maps , Ilan Biala and Varun Sharma
- Mutex Implementation with User Level Interrupt (ULI) Framework , Utkarsh Agarwal and Olivia Xu
- Comparative study of Concurrent Hash Table implementations , Siddharth Kannan and Jayanth Bharadwaj
- Lock-Free AVL Trees , Zhiying Yao and Hongyi Ding
Parallel Physical Simulations and Visualizations:
- Fire Simulation , Caroline Sun and Jackie Li
- Star Movement Simulation , Gabriela Brik and Elora Strom
- Fast Hydraulic Erosion of Procedural Generated Terrain , Matthew Swenson and Tanmay Patil
- Parallelized Generation and Smoothing of 2D Contour Lines , Dan Mahr and Justin Wang
- Parallel Smoothed Particle Hydrodynamics , Walter Tan and Brandon Cobb
Parallel Graphics and Media Processing :
- Parallel-Generation for Video Game Music , Annie Xu and Michael You
- Parallel Low Poly Style Image Converter , Weichen Ke and Zhengjia Huang
- Engraver: A Parallel Image Segmentation Tool , Dustin Liu and Karen He
Other Parallel Algorithms and Applications:
- Parallelizing Genetic Algorithms on GPU , Raymond Chee
- Parallel Strassens Matrix Multiplication with OpenMPI , Yunke Cao and Yuhao Lei
- Parallelization of Monte Carlo Tree Search , Eric Clinch and Jennifer Lee
- An exploration of the performance of parallel bin packing algorithms , Zach Pomper and Max Johnson
- Optimized Parallel RSA Image Encryption using Halide and CUDA , Aditya Lala and Theo Adrai
- Parallel Data Compression , Cyrus Bomi Daruwala and Theodore Jeremy Ong
Parallel Frameworks and Programming Languages :
- Lightweight MapReduce Framework , Zihao He and Shiming Zhuang
- DAG: A data-parallel, graphical programming language , Dan Cascaval and Nick Roberts
Parallel Systems Support:
- Extending DeltaFS to support UDFs , Steven Palmer and Ankush Jain
- Testing Cache Coherence Performance with the Spandex Protocol Enhancement , William Yang and Abhinav Girish