The Power of Convergence: Platform Ops as the Unifying Force for DevOps, DataOps, and MLOps

The convergence of DevOps, DataOps, and MLOps is reshaping the landscape of software development and data-driven innovation.Platform Ops emerges as the unifying force, providing a robust and scalable platform that empowers these disciplines to collaborate seamlessly and deliver value faster.This paper explores the core principles and objectives of Platform Ops, highlighting its role in enhancing DevOps practices, enabling DataOps initiatives, and powering MLOps workflows.Through real-world case studies, we showcase the positive impact of Platform Ops on organizations across various industries.We also delve into emerging trends and technologies that are shaping the future of Platform Ops, emphasizing its evolving relationship with other disciplines.By embracing Platform Ops, organizations can break down silos, accelerate innovation, and achieve greater agility and efficiency in their software delivery and data management practices.

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Publication Details

Journal
International Journal of Science and Research (IJSR)
Published
2024-09-02
DOI
https://doi.org/10.21275/sr24831222641
Citations
2
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
2.10
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article

The Power of Convergence: Platform Ops as the Unifying Force for DevOps, DataOps, and MLOps

Ramakrishna Manchana
2 citations
International Journal of Science and Research (IJSR)
Scientific Computing and Data Management
2.10
article

The Power of Convergence: Platform Ops as the Unifying Force for DevOps, DataOps, and MLOps

Ramakrishna Manchana
article en
2 citations

Abstract

The convergence of DevOps, DataOps, and MLOps is reshaping the landscape of software development and data-driven innovation.Platform Ops emerges as the unifying force, providing a robust and scalable platform that empowers these disciplines to collaborate seamlessly and deliver value faster.This paper explores the core principles and objectives of Platform Ops, highlighting its role in enhancing DevOps practices, enabling DataOps initiatives, and powering MLOps workflows.Through real-world case studies, we showcase the positive impact of Platform Ops on organizations across various industries.We also delve into emerging trends and technologies that are shaping the future of Platform Ops, emphasizing its evolving relationship with other disciplines.By embracing Platform Ops, organizations can break down silos, accelerate innovation, and achieve greater agility and efficiency in their software delivery and data management practices.

International Journal of Science and Research (IJSR)Vol. 13(9)
Dallas Independent School District (US)
Openalex Percentile: Top 9%
Scientific Computing and Data Management
2.10
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The Power of Convergence: Platform Ops as the Unifying Force for DevOps, DataOps, and MLOps — Ramakrishna Manchana · International Journal of Science and Research (IJSR) (2024) | TGRS Research Map | TGRS