Comparative Analysis of Hadoop and Spark Performance for Real-time Big Data Smart Platforms Utilizing IoT Technology in Electrical Facilities
MT Gabdullin, Y Suinullayev, Y Kabi, JW Kang… - Journal of Electrical …, 2024 - Springer
As the adoption of IoT technology in power systems accelerates and the need for improved
methods to handle large volumes of data emerges, real-time big data smart platforms must …
methods to handle large volumes of data emerges, real-time big data smart platforms must …
Quantitative Comparison of Machine Learning Clustering Methods for Tuberculosis Data Analysis
M Kossakov, A Mukasheva, G Balbayev… - Engineering …, 2024 - mdpi.com
In many fields, data-driven decision making has become essential due to machine learning
(ML), which provides insights that improve productivity and quality of life. A basic machine …
(ML), which provides insights that improve productivity and quality of life. A basic machine …
Ant Colony Optimization Algorithm for Feature Selection in Suspicious Transaction Detection System
K Niyazova, A Mukasheva, G Balbayev, T Iliev… - Engineering …, 2024 - mdpi.com
The fight against financial crimes has become increasingly challenging, and the need for
sophisticated systems that can accurately identify suspicious transactions has become more …
sophisticated systems that can accurately identify suspicious transactions has become more …
FMEA variables of software failure risks based on journals and metrics
D Valyayev, A Mukasheva, D Yedilkhan… - 2024 IEEE 4th …, 2024 - ieeexplore.ieee.org
The paper describes the joint application of text comparison model, time series anomaly
detection and failure modes and effects analysis (FMEA) to calculate 3 software failure risk …
detection and failure modes and effects analysis (FMEA) to calculate 3 software failure risk …
Cassandra vs. MongoDB: A Systematic Review of Two NoSQL Data Stores in Their Industry Uses
H Tu - 2024 IEEE 7th International Conference on Big Data …, 2024 - ieeexplore.ieee.org
This paper analyzes two NoSQL data stores: the column-family data store with Cassandra
as an example and the document-oriented data store using MongoDB as another example …
as an example and the document-oriented data store using MongoDB as another example …
Веб-ориентированная система для обработки данных медицинских исследований
E Topuzov, N Ampilova - Computer Tools in Education, 2024 - cte.eltech.ru
Аннотация В статье рассмотрены проблемы, связанные с обработкой большого
объема медицинских данных. Перечислены ограничения использования …
объема медицинских данных. Перечислены ограничения использования …
Study of MongoDB Architecture by Data Complexity for Big Data Analysis System
H Lee, YW Kim, JW Lee, SH Lee - The Journal of Korea Institute of …, 2023 - koreascience.kr
Big data analysis systems apply NoSQL databases like MongoDB to store, process, and
analyze diverse forms of large-scale data. MongoDB offers scalability and fast data …
analyze diverse forms of large-scale data. MongoDB offers scalability and fast data …
Öppen Vetenskap-Plattform för Utbildningsdata: Utvecklingen av ett CAMA-system
M Mossberg, M Svensson, D Warnquist, O Karlsson… - 2024 - diva-portal.org
Denna rapport beskriver projektet Managing education research data. Utförandet av
projektet är en del av kursen TDDD96-Kandidatprojekt i programvaruutveckling våren 2024 …
projektet är en del av kursen TDDD96-Kandidatprojekt i programvaruutveckling våren 2024 …
빅데이터분석시스템구현을위한데이터구조의복잡성에따른MongoDB 환경구성연구
이협건， 김영운， 이진우， 이승현 - 한국정보전자통신기술학회논문지, 2023 - dbpia.co.kr
빅데이터 분석 시스템들은 다양한 형태의 방대한 데이터를 저장 및 처리, 분석을 위해
MongoDB 와 같은 NoSQL 데이터베이스를 적용한다. MongoDB 는 환경 구성에 따라 분산 …
MongoDB 와 같은 NoSQL 데이터베이스를 적용한다. MongoDB 는 환경 구성에 따라 분산 …