osre23

High-performance computing (HPC) clusters typically suffer from performance degradation over time. The heterogeneous nature of clusters and the inevitable defects in various infrastructure layers will result in a harder performance prediction inside.

The OpenROAD project is a non-profit, DARPA-funded and Google sponsored project committed to creating low-cost and innovative Electronic Design Automation (EDA) tools and flows for IC design. Our mission is to democratize IC design, break down barriers of cost and access and mitigate schedule risk through native and open source innovation and collaboration with ecosystem partners.

The computer science and engineering classroom is as essential part of the reproducibility “ecosystem” - because of broad reach and potential for big impact, and because for many students, the classroom is their first exposure to research in their field.

Reproducibility and Artifact Evaluation efforts have focused on reproducing the results, but not necessarily on storing, visualizing and making the results accessible. This set of projects builds the initial building blocks to log, capture, and visualize experiments.

PolyPhy is a GPU oriented agent-based system for reconstructing and visualizing optimal transport networks defined over sparse data. Rooted in astronomy and inspired by nature, we have used an early prototype called Polyphorm to reconstruct the Cosmic web structure, but also to discover network-like patterns in natural language data.

FasTensor is a parallel execution engine for user-defined functions on multidimensional arrays. The user-defined functions follow the stencil metaphor used for scientific computing and is effective for expressing a wide range of computations for data analyses, including common aggregation operations from database management systems and advanced machine learning pipelines.

Projects for LiveHD. Lead Mentors: Jose Renau and Sakshi Garg. Contributor(s): Shahzaib Kashif LiveHD is a “compiler” infrastructure for hardware design optimized for synthesis and simulation. The goals is to enable a more productive flow where the ASIC/FPGA designer can work with multiple hardware description languages like CHISEL, Pyrope, or Verilog.

The OSAVC is a vehicle-agnostic open source hardware and software project. This project is designed to provide a real-time hardware controller adaptable to any vehicle type, suitable for aerial, terrestrial, marine, or extraterrestrial vehicles.

This is now common practice and an efficient way to track activities within OSRE projects. Include links to proposals, presentations, reports, and experience.