%0 Conference Paper %1 2024sherpa %A Sherpa, Lincoln %A Attar Khorasani, Sima %A Sankar, Rajasekar %A Müller-Pfefferkorn, Ralph %A Ghiasvand, Siavash %B The Fifteenth International Conference on Information, Intelligence, Systems and Applications %C Crete, Greece %D 2024 %K yaff %T KEENsight: Cloud based Collaborative Environment for Streamlining Machine Learning Development %X Machine learning has transitioned from an individ- ualistic approach to a collaborative one, enabling the collective effort to address increasingly complex challenges as they arise. One challenge that emerges is the management of a collaborative development process in machine learning projects. This paper outlines a collaborative environment KEENsight that leverages the benefits of a collaborative approach by orchestrating various open source tools. It establishes an optimal setting for code collaboration, model generation, data sharing, and the utilization of computational resources not limited to a single location. Through the integrating of these tools, KEENsight aims to streamline the development process and enhance productivity in machine learning.

@inproceedings{2024sherpa, abstract = {Machine learning has transitioned from an individ- ualistic approach to a collaborative one, enabling the collective effort to address increasingly complex challenges as they arise. One challenge that emerges is the management of a collaborative development process in machine learning projects. This paper outlines a collaborative environment KEENsight that leverages the benefits of a collaborative approach by orchestrating various open source tools. It establishes an optimal setting for code collaboration, model generation, data sharing, and the utilization of computational resources not limited to a single location. Through the integrating of these tools, KEENsight aims to streamline the development process and enhance productivity in machine learning.}, added-at = {2025-02-24T08:15:09.000+0100}, address = {Crete, Greece}, author = {Sherpa, Lincoln and Attar Khorasani, Sima and Sankar, Rajasekar and Müller-Pfefferkorn, Ralph and Ghiasvand, Siavash}, biburl = {https://puma.scadsai.uni-leipzig.de/bibtex/27f67833c1f0bbbe8824ecda602fd5b2a/scadsfct}, booktitle = {The Fifteenth International Conference on Information, Intelligence, Systems and Applications}, copyright = {All rights reserved}, interhash = {2117a90a85c6857d4f6370e884060efe}, intrahash = {7f67833c1f0bbbe8824ecda602fd5b2a}, keywords = {yaff}, month = jun, shorttitle = {{KEENsight}}, timestamp = {2025-02-24T08:15:09.000+0100}, title = {KEENsight: Cloud based Collaborative Environment for Streamlining Machine Learning Development}, year = 2024 }