Reports

Reproducing and validating fixes for throttling bugs in HDFS improved system stability and performance.

Final Report: Stream processing support for FasTensor Project Description FasTensor is a scientific computing library specialized in performing computations over dense matrices that exhibit spatial locality, a characteristic often found in physical phenomena data.

Introduction Hello! My name is Arya Sarkar a machine learning engineer and researcher based out of Kolkata, a city in Eastern India dubbed the City of Joy. During summer of 2024, I worked closely with Professor David Koop on the project titled Reproducibility in Data Visualization.

Hello! I’m Qianru! I have been contributing to the BenchmarkST: Cross-Platform, Multi-Species Spatial Transcriptomics Gene Imputation Benchmarking project under the mentorship of Ziheng Duan. My project aims to provide a standardized, easily accessible evaluation framework for gene imputation in spatial transcriptomics.

Hello! I’m Joanna! I have been contributing to the ML in Detecting and Addressing System Drift project under the mentorship of Ray Andrew Sinurat and Sandeep Madireddy. My project aims to design a pipeline to evaluate drift detection algorithms on system traces.

Hello everyone! I’m Triveni, a Master’s student in Computer Science at Northern Illinois University (NIU). I’m excited to share my progress on the OSRE 2024 project Categorize Differences in Reproduced Visualizations focusing on data visualization reproducibility.

Introduction Hello! I’m Palaniappan R, an undergraduate student at BITS Pilani, India. Over the past few months, I’ve been working as a GSoC contributor on the LLM Assistant for OpenROAD - Model Architecture and Prototype project, under the mentorship of Indira Iyer and Jack Luar.

Background Hello there! I’m William and this is my final blog for my proposal “Developing A Comprehensive Pipeline to Benchmark Drift Management Approaches” under the mentorship of Ray Andrew Sinurat and Sandeep Madireddy under the LAST project.

Hi everyone! I am Ujjwal Shekhar, a Computer Science student at the International Institute of Information Technology - Hyderabad. I am excited to share my work on the project titled “Hardware Hierarchical Dynamical Systems” as part of the Open Source Research Experience (OSRE) program and Google Summer of Code.

Hello! In this blog post, I will explore a common issue in machine learning called data leakage, using an example from the paper: Benedetti, P., Perri, D., Simonetti, M., Gervasi, O.