Northeastern University Computer Architecture Research Laboratory.
Current Papers:
- Fanny Nina-Paravecino, Julian Gutierrez, Norm Rubin, Qianqian Fang, and David Kaeli. "Exploiting Nested Parallelism to Accelerate Parallel Recursive Graph Algorithms." 1st International Workshop on Architecture for Graph Processing (AGP), Jun, 2017.
- Julian Gutierrez, Fanny Nina-Paravecino, and David Kaeli. "A fast level-set segmentation algorithm for image processing designed for parallel architectures." Proceedings of the Sixth Workshop on Irregular Applications: Architectures and Algorithms(IA^3). IEEE Press, 2016.
Poster Presentations:
- Daniel Goldstein, Julian Gutierrez and David Kaeli. "Dynamic Parallelism Performance Evaluation on Image Segmentation Algorithms" RISE: 2017, Northeastern University, 2017.
- Benjamin Trapani, Julian Gutierrez and David Kaeli. "A Fast Parallel Level Set Segmentation Algorithm for 3-D Images" RISE: 2017, Northeastern University, 2017.
- Julian Gutierrez, Fanny Nina-Paravecino, and David Kaeli. “A Fast Level-Set Segmentation Algorithm Leveraging Parallel Architectures.” Programming and Tuning Massively Parallel Systems (PUMPS) Summer School, July 11-15, 2016.
Additional information:
Currently finishing my master thesis on improving the performance of a neural network algorithm to enable real-time face detection on a full HD resolution video. Through the use of Caffe, C++ OpenCV, and Pthreads, we enable a fully parallelized pipeline that is capable of achieving real-time performance on a Full-HD Video with robust and accurate predictions from the deep learning models.
I'm also working on performance improvement of algorithms in high performance computing, particularly using GPUs.
Additional Information:
Besides computer architecture design and in general anything related to computers, I consider myself an athletic person. I enjoy playing any type of sports but in particular, tennis, crossfit and volleyball. I also enjoy live music and love to play the guitar although it's been quite a while since I've played.