International Journal on Science and Technology

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A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

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NoSQL Databases in Big Data: Advancements, Challenges, and Future Directions

Author(s) Sainath Muvva
Country United States
Abstract The evolution of Big Data has catalyzed the rise of NoSQL databases as a crucial technology, offering enhanced scalability, adaptability, and efficiency compared to conventional relational systems. These databases excel in managing the diverse, rapidly changing data landscape characteristic of modern applications. This study delves into the ecosystem of NoSQL solutions, examining their varied architectures and synergies with established Big Data platforms. We analyze performance metrics, data consistency mechanisms, and security protocols unique to NoSQL environments. The paper also explores recent innovations, including hybrid database models and cloud-optimized designs, as well as their growing interplay with artificial intelligence. By scrutinizing current challenges and emerging trends, we aim to forecast the trajectory of NoSQL technologies and their potential to reshape Big Data analytics, while identifying key areas for future research and development in this dynamic field.
Keywords NoSQL Databases, Big Data, Scalability, Performance, Data Consistency, CAP Theorem, Hadoop, Apache Spark, Document-Oriented Databases, Key-Value Stores, Column-Family Stores, Graph Databases, Multi-Model Databases, Cloud-Native Databases, AI Integration, Machine Learning, Data Security, Data Privacy, Benchmarking, Database Modeling, Eventual Consistency
Published In Volume 14, Issue 2, April-June 2023
Published On 2023-05-02
Cite This NoSQL Databases in Big Data: Advancements, Challenges, and Future Directions - Sainath Muvva - IJSAT Volume 14, Issue 2, April-June 2023. DOI 10.5281/zenodo.14514132
DOI https://doi.org/10.5281/zenodo.14514132
Short DOI https://doi.org/g8wcgf

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