15-418/15-618: Parallel Computer Architecture and Programming, Fall 2019: Projects

Parallel Machine Learning :
- Parallel Implementation of XGBoost , Chen Zhao and Zhengyu Chen
- Parallel Streaming Decision Tree on GPU , Ke Ding and Anxiang Zhang
- Asynchronous Parallel Gradient Boosting with Parameter Server , Guanfu Liu and Dimitris Konstantinidis
- Parallelizing Graph Neural Networks , Shane Guan and Peter Wu
- Lightweight Convolutional Neural Network Framework , Simeng Liao and Zhejin Huang
- Distributed Belief Propagation using OpenMPI , Yi Zhou and Shuaijun Ge
- Parallel Agent Simulator , Karthik Duddu and Venkat K Srinivasan
- Machine Learning Based Software Prefetching Accelerated with MPI Architecture , John Paul Harriman and Alex Goberna
- Parallel intelligent optimization algorithms , Yuxing Chen and Xueting Pan
- Parallel Density-based Clustering Algorithm , Sailun Xu and Yueni Liu
- PinSage++ (A web-scale recommender system based on a graph convolutional network) , Siyang Qu and Yue Wu
- Parallelized CKY Algorithm for Syntactic Parsing , Ansong Ni and Pulkit Agarwal
Parallel Computer Vision and Image Processing :
- Parallel Object Tracking with Lucas-Kanade , Sophie Smith and Urvi Agrawal
- Parallel Video Compression using the MPEG-1 algorithm , Rama Mannava and Spencer Yu
- Parallel Wave Function Collapse , Jan Orlowski and Amy Lee
- Analysis of Reduce Sweep Image Segmentation , William Qian and Joseph Gnehm
- Analysis of Data Parallelism and Task Parallelism on the SIFT Algorithm , Hojun Byun and Alvin Shek
- Accelerating the WebP Decoding Pipeline , Kevin Geng and Emma Liu
Parallel Graph Algorithms :
- Parallel Floyd's Algorithm , Zhao Chen and Jianlin Du
- MaxFLO: Parallelizing 3 Different Max-Flow Algorithms , Wynne Yao and Katia Villevald
- The Effectiveness of Multilevel Parallelism on Minimum Spanning Forest and Maximum Independent Set Problems , Connor Clayton and Jacqui Fashimpaur
- Parallel Minimum Spanning Tree Algorithms , Xuren Zhou and Wenting Ye
- Parallel Strongly Connected Component Detection , Jason Xu and Brendan Ney
Parallel Scientific Computing :
- Accelerating PDE Approximations Through Parallel Architectures , Hao Wu
- Fuel Ignition And Flame Propagation CFD , Jason Gong and Fernando Melean
- Parallelization of Tumor Growth Simulations , Karen Xia and Ashley Lee
Scheduling Parallelism :
- Dynamic Scheduling , Valerie Choung and Samuel Damashek
- C Library for fork-join style parallelism , Ayush Agrawal
Parallelizing Data Structures :
- Concurrent Distributed Dynamic Sized Worker Queue , Yunjia Wang and Jiaan Dai
- Lock-Free Red-Black Tree Using CAS , Shun Zhang and Guancheng Li
- Lock Free Linked List Stack Implementation with Parallel Malloc , Nimita Naik and Sharan Turlapati
- A non-blocking chromatic tree , Abhishek Pathak and Rohan Aggarwal
Parallel Database Management Systems :
- Scalable Task Architecture for In-Memory Databases , Lilia Tang and Wan Shen Lim
- Indexes for In-Memory Databases Using Hardware Transactional Memory , Huzaifa Abbasi and Yashwanth Nannapaneni
- Improving the Performance of Concurrent Sequential Scans in the Terrier Database , Shrey Bagroy and Paulina Davison
Parallel Game Playing :
- Making Minecraft Fast , Tony Lu and Julian Tutuncu-Macias
- Parallel Go , Pratyusha Duvvuri and Sung Jun Hong
- Parallel Chess AI , Ishaq Haj Hasan and Sameer Ahmad
- Game of Civilization , Yating Han and Eryn Qian
- Parallel Pac-Man Solver , Jiaqi Zuo and Yiran Shen
Simulation Studies of Parallel Machines :
- GSim (GPU Simulator) , Prithvi Cherabuddi and Shashwat Gupta
- CacheM ALL Sim: Cache Memory Access Load Latency Simulator , Claudia Kho and Shivani Prasad