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Update index.md to fix a typo (#333)
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jeanbez authored Jan 31, 2024
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---
title: "Dristhi"
title: "Drishti"
authors: [jeanlucabez, "Suren Byna"]
author_notes: ["Research Scientist, Lawrence Berkeley Lab", " The Ohio State University (OSU)"]
tags: ["osre24", "uc", "LBNL", "data science", "visualization", "performance analysis"]
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[Drishti](https://github.com/hpc-io/drishti) is a novel interactive web-based analysis framework to visualize I/O traces, highlight bottlenecks, and help understand the I/O behavior of scientific applications. Drishti aims to fill the gap between the trace collection, analysis, and tuning phases. The framework contains an interactive I/O trace analysis component for end-users to visually inspect their applications' I/O behavior, focusing on areas of interest and getting a clear picture of common root causes of I/O performance bottlenecks. Based on the automatic detection of I/O performance bottlenecks, our framework maps numerous common and well-known bottlenecks and their solution recommendations that can be implemented by users.

### Dristhi / Server-side Visualization Service
### Drishti / Server-side Visualization Service

The proposed work will include investigating and building server-side solutions to support the visualization of larger I/O traces and logs, while integrating with the existing analysis, reports, and recommendations.

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- **Size:** Large (350 hours)
- **Mentors:** {{% mention jeanlucabez %}} and [Suren Byna](mailto:[email protected])

### Dristhi / Visualization and Analysis of AI-based Applications
### Drishti / Visualization and Analysis of AI-based Applications

Drishti to handle metrics from non-MPI applications, specifically, AI/ML codes and applications. This work entails adapting the existing framework, heuristics, and recommendations to support metrics collected from AI/ML workloads.

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