Big Data-Driven Global Optimization in Complex Systems

Authors

  • Avanthi Nagelli  Sr. Software Engineer, Make Ur Career, USA
  • Dr Chandra shekar  Professor, Avanthi Engineering College, Kodhada, India

Keywords:

Big Data Mining, Complex Systems, Data Mining

Abstract

Big Data Exploration refers to analyzing large data sets to uncover hidden patterns, market trends, relationships, business information, customer preferences and other valuable information. Data is considered a powerful raw material that can impact multidisciplinary research projects, as well as government and business performance. This report aims to discuss the data analytics perspectives and opinions of the authors regarding the new opportunities and challenges presented by the big data movement. The authors come from diverse geographical locations, with different primary research expertise, and various associations and job experiences. This study aims to integrate optimized tools and relevant software into its database to tackle significant data challenges.

References

  1. Fayyad. Big Data Analytics: Applications and Opportunities in On-line Predictive Modeling. http://big-data-mining.org/keynotes/#fayyad, 2012
  2. C. C. Aggarwal, editor. Managing and also Mining Sensor Data. Advances in Database Equipments. Springer, 2013.
  3. Y. Bengio, "Understanding deep designs for AI," Foun- dations and Fads in Machine Learning, vol. 2, no. 1, pp. 1-- 127, 2009
  4. Brynjolfsson, L. Hitt, as well as H. Kim, "Strength in numbers: How does data-driven choice making impact firm performance?" Offered at SSRN 1819486, 2011.
  5. Peddyreddy. Swathi, “Approaches And Objectives towards Financial Management”, International Journal of Advanced in Management, Technology and Engineering Sciences, Volume IV, Issue I, 2014
  6. Peddyreddy. Swathi, “An Overview On The Types Of Capitalization”, International Journal of Advanced in Management, Technology and Engineering Sciences, Volume VI, Issue I, 2016
  7. Peddyreddy. Swathi, “Architecture And Editions of Sql Server”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Volume 2, Issue 4, May-June-2017
  8. Peddyreddy. Swathi, “Scope of Financial Management and Functions of Finance”, International Journal of Advanced in Management, Technology and Engineering Sciences, Volume III, Issue 1, 2013
  9. Peddyreddy. Swathi, “A Study On Security Towards Sql Server Database”, JASC: Journal of Applied Science and Computation, Volume V, Issue II, February 2018
  10. Peddyreddy. Swathi, “A Comprehensive Review on The Sources of Finance”, International Journal of Scientific Research in Science, Engineering and Technology, Volume 1, Issue 4, July-August 2015
  11. Peddyreddy. Swathi, “A Study on SQL - RDBMS Concepts And Database Normalization”, JASC: Journal of Applied Science and Computations, Volume VII, Issue VIII, August 2020
  12. Peddyreddy. Swathi, “A Comprehensive Review on SQL - RDBMS Databases”, Journal of Emerging Technologies and Innovative Research, Volume 6, Issue 3, March 2019.
  13. Peddyreddy. Swathi, “An Overview on the techniques of Financial Statement Analysis”, Journal of Emerging Technologies and Innovative Research, Volume 1, Issue 6, November 2014
  14. Peddyreddy. Swathi, “COMPLEXITY OF THE DBMS ENVIRONMENT AND REPUTATION OF THE DBMS VENDOR”, Journal of Interdisciplinary Cycle Research, 13 (3), 2054-2058
  15. Peddyreddy. Swathi, “Implementation of AI-Driven Applications towards Cybersecurity”, JASC: Journal of Applied Science and Computations, 7(8), 127-131
  16. Peddyreddy. Swathi. (2022). Implications For Research In Artificial Intelligence. Journal of Electronics,Computer Networking and Applied Mathematics(JECNAM) ISSN : 2799-1156, 2(02), 25–28. Retrieved from http://journal.hmjournals.com/index.php/JECNAM/article/view/447
  17. Peddyreddy. Swathi. (2022). A Study On The Restrictions Of Deep Learning. Journal of Artificial Intelligence,Machine Learning and Neural Network (JAIMLNN) ISSN: 2799-1172, 2(02), 57–61. Retrieved from http://journal.hmjournals.com/index.php/JAIMLNN/article/view/444
  18. Peddyreddy. Swathi. (2022). Industry Applications of Augmented Reality and Virtual Reality. Journal of Environmental Impact and Management Policy(JEIMP) ISSN:2799-113X, 2(02), 7–11. Retrieved from http://journal.hmjournals.com/index.php/JEIMP/article/view/453
  19. Keerthi Vuppula, “Access Control with Energy Restrictions for IoT Nodes Power”, “International Journal on Applications in Engineering and Technology”, Volume 4, Issue 3: September 2018, pp 1 – 6
  20. Keerthi Vuppula, “Method for Recognizing Palmprints Using Neighboring Direction Indicator”, “International Journal of Scientific Research in Engineering and Management (IJSREM)”, Volume 05, Issue: 11, November - 2021
  21. Keerthi Vuppula, “Smart Door Unlock System Using Face Recognition and machine learning”, “JOURNAL FOR INNOVATIVE DEVELOPMENT IN PHARMACEUTICAL AND TECHNICAL SCIENCE”, Volume-2, Issue-3 (Mar-2019) 
  22. Keerthi Vuppula, Dr. Narsimha Reddy, “Computer-Aided Diagnosis for Diseases using Machine Learning”, “International Journal of Scientific Research in Engineering and Management (IJSREM)”, Volume 04, Issue 12, November - 2020
  23. Keerthi Vuppula, Dr. K. Mounika Reddy, “Design of Smart Agriculture System Using Internet of things”, “International Journal on Applications in Engineering and Technology”, Volume 1, Issue 11, November 2015, pp 7 – 12
  24. Keerthi Vuppula, “An advanced machine learning algorithm for fraud financial transaction detection”, “Journal For Innovative Development in Pharmaceutical and Technical Science (JIDPTS)”, Volume 4, Issue 9, Sep 2021
  25. Keerthi Vuppula, Dr. Narsimha Reddy, “Analysis on Supervised machine learning based Flower Classification”, “INTERNATIONAL JOURNAL FOR RESEARCH & DEVELOPMENT IN TECHNOLOGY”, Volume-15, Issue-2 (Feb-21)
  26. Keerthi Vuppula, Dr. Narsimha Reddy, “Facial emotion detection using machine learning algorithm K-nearest neighbor”, “INTERNATIONAL JOURNAL FOR RESEARCH & DEVELOPMENT IN TECHNOLOGY”, Volume-13, Issue-2(Feb-20)
  27. Keerthi Vuppula, “Internet of things based Smart Watch for Health Monitoring of Elderly People”, “International Journal on Applications in Information and Communication Engineering”, Volume 5, Issue 1, August 2019 , pp 82 –88
  28. Keerthi Vuppula, “Design of Internet of things-based human-computer interface system”, “International Journal on Applications in Basic and Applied Sciences”, Volume 1, Issue 5, December 2013, pp 18-23.

International Journal of Scientific Research in Science and Technology

Downloads

Published

2016-07-30

Issue

Volume 2, Issue 4, July-August-2016

Section

Research Articles

License

Copyright (c) IJSRST

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Avanthi Nagelli, Dr Chandra shekar, " Big Data-Driven Global Optimization in Complex Systems, International Journal of Scientific Research in Science and Technology(IJSRST), Online ISSN : 2395-602X, Print ISSN : 2395-6011, Volume 2, Issue 4, pp.357-365, July-August-2016.