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Understanding the Strengths and Limitations of AI for Data Access Optimization

  • Manpreet Singh
  • , Preeti Naval
  • , Nagaraj Patil
  • , Mohit Tiwari
  • , V. Ashok
  • , Shilpa M. Katikar

Research output: Chapter in Book/ReportConference contributionpeer-review

3 Scopus citations

Abstract

Artificial Intelligence (AI) has emerge as an increasing number of famous in recent years due to its potential to learn from facts, make predictions, and automate decision-making techniques. Within the realm of facts get right of entry to optimization, AI algorithms are getting used to enhance the overall performance and performance of information storage, retrieval, and analysis. but, like every other generation, AI has its personal strengths and boundaries that need to be understood on the way to effectively utilize it for information get entry to optimization.one of the key strengths of AI is its capability to technique and examine massive amounts of facts speedy and as it should be. This is important in records get entry to optimization, wherein the speed and accuracy of records retrieval and evaluation is critical for choice-making. By the use of AI, companies can save time and sources that would in any other case be spent on manual records processing and evaluation. Additionally, AI has the potential to identify hidden patterns and correlations in facts that may not be obvious to humans. This may lead to extra efficient and powerful information get entry to strategies, as AI can find insights and traits which can were omitted through human analysts. This is particularly useful in complicated facts environments with high volumes of statistics.

Original languageAmerican English
Title of host publication2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350370249
DOIs
StateIndexed - 2024
Externally publishedYes
Event15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024 - Kamand, India
Duration: 24 Jun 202428 Jun 2024

Publication series

Name2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024

Conference

Conference15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024
Country/TerritoryIndia
CityKamand
Period24/06/2428/06/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

Keywords

  • Accuracy
  • Companies
  • Humans
  • Manual
  • Technique

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