Published January 31, 2024 | Version v1
Journal article Open

The Future of Database Administration: AI Integration and Innovation

Authors/Creators

Description

AI is growing at a very fast pace in the current Automation world, Database administrators need to adhere to the way to use AI techniques and its potential key features and a significant impact on most industries and job roles these days, and it will only increase as AI techniques and algorithms improve over time. Things like natural language processing, machine learning, and large language models such as those used by ChatGPT and Google Gemini, MS Copilot. These are all forms of AI, and they are influencing and impacting the way of Work.

Files

JSAER2024-11-1-312-316.pdf

Files (182.6 kB)

Name Size Download all
md5:f78517a0caaa6aa0b41863b821384210
182.6 kB Preview Download

Additional details

References

  • [1]. "AI for Database Management" by Paolo Catarella
  • [2]. " Gartner Report: The Future of Database Management with AI"
  • [3]. "How Generative AI is Revolutionizing Database Administration" by Kunal Sharma (Medium, 2023) - Discusses the role of generative AI in database security and data protection.
  • [4]. "The Impact of Artificial Intelligence on Database Administration" by MoldStud (2024) - Explores how AI can improve performance, security, and compliance in database management.
  • [5]. "DBA in a Drum: Is AI Coming for the Database Administrator's Job?" by Elnion (2024) - Discusses the impact of AI on the role of DBAs and the evolving skillset needed.
  • [6]. "Machine Learning for Dummies" by John Paul Mueller and Luca Massaron (2017) - A good introduction to machine learning concepts relevant to AI in databases.
  • [7]. "Natural Language Processing with Python" by Steven Bird, Ewan Klein, and Edward Loper (2009) - Explores NLP techniques that can be used for database interactions.
  • [8]. AWS: Power Your AWS Data Lake with AI-Driven Data Management
  • [9]. Azure: Intelligent applications - Azure SQL Database
  • [10]. Google Cloud: Google Cloud's AI Adoption Framework