Cloud data storage with improved resource scheduling in healthcare application based on security system

被引:2
|
作者
Vishwakarma, Santosh [1 ]
Goswami, Rajat Subhra [1 ]
Dutta, Saibal [2 ]
Sakthivel, V. [3 ]
Prakash, P. [3 ]
Vijayakumar, P. [4 ]
Thangavelu, Lakshmi [5 ]
机构
[1] Natl Inst Technol, Dept Comp Sci & Engn, Jote 791113, Arunachal Prade, India
[2] SAS Res & Dev, Pune, Maharashtra, India
[3] Vellore Inst Technol, Sch Comp Sci & Engn, Chennai, Tamil Nadu, India
[4] Vellore Inst Technol, Sch Elect Engn, Chennai, Tamil Nadu, India
[5] Saveetha Univ, Saveetha Inst Med & Tech Sci, Saveetha Dent Coll, Dept Pharmacol, Chennai, Tamil Nadu, India
来源
OPTIK | 2023年 / 272卷
关键词
Cloud computing; Healthcare Data storage; Resource scheduling; Metaheuristics; Security system; ALLOCATION;
D O I
10.1016/j.ijleo.2022.170225
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In recent times the cloud-related Internet of Medical Things (IoMT) solution offers numerous healthcare services to wearable sensor gadgets for patients. Particularly, cost-efficient electrocardiogram (ECG) sensors like Lead I and Lead II requires continual cloud services for realistic execution. This study focuses on the development of reptile search algorithm-based cloud data storage with improved resource scheduling (RSACDS-IRS) techniques for healthcare applications to derive optimal resource scheduling procedures in the cloud security platform by minimizing the cumulative cost. The reptile search algorithm (RSA) simulates the hunting and encircling behaviours of the crocodile to attain a gradient free methodology to tackle complex optimization problem. The comprehensive experimental analysis inferred that the attained values ensure the improvements of the RSACDS-IRS model over other ones.
引用
收藏
页数:8
相关论文
共 50 条
  • [31] SLA-aware Resource Scheduling for Cloud Storage
    Yao, Zhihao
    Papapanagiotou, Ioannis
    Callaway, Robert D.
    2014 IEEE 3RD INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (CLOUDNET), 2014, : 14 - 19
  • [32] An improved data integrity verification scheme in cloud storage system
    Zhou, En-Guang
    Li, Zhou-Jun
    Guo, Hua
    Jia, Yang-Li
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2014, 42 (01): : 150 - 154
  • [33] Healthcare Data Security in Cloud Storage Using Light Weight Symmetric Key Algorithm
    Parthasarathy, Vimala Devi
    Visvalingam, Kalaichelvi
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2024, 21 (01) : 57 - 66
  • [34] A resource scheduling method for cloud data centers based on thermal management
    Li Mao
    Rui Chen
    Huiwen Cheng
    Weiwei Lin
    Bo Liu
    James Z. Wang
    Journal of Cloud Computing, 12
  • [35] Improved Genetic Algorithm- Based Resource Scheduling Strategy in Cloud Computing
    Lu, Jing
    2016 INTERNATIONAL CONFERENCE ON SMART CITY AND SYSTEMS ENGINEERING (ICSCSE), 2016, : 230 - 234
  • [36] A resource scheduling method for cloud data centers based on thermal management
    Mao, Li
    Chen, Rui
    Cheng, Huiwen
    Lin, Weiwei
    Liu, Bo
    Wang, James Z.
    JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2023, 12 (01):
  • [37] Cloud Computing Resource Scheduling Method Research Based on Improved Genetic Algorithm
    Cui Yun-fei
    Li Xin-ming
    Dong Ke-wei
    Zhu Ji-lu
    ADVANCED MATERIALS AND INFORMATION TECHNOLOGY PROCESSING, PTS 1-3, 2011, 271-273 : 552 - +
  • [38] Improved PC Based Resource Scheduling Algorithm for Virtual Machines in Cloud Computing
    Qiao, Baiyou
    Shen, Muchuan
    Zhu, Junhai
    Zheng, Yujie
    Li, Xiaolong
    Tong, Bin
    Chen, Donghai
    Wang, Guoren
    BIG DATA COMPUTING AND COMMUNICATIONS, (BIGCOM 2016), 2016, 9784 : 321 - 331
  • [39] Security Implications of Data Mining in Cloud Scheduling
    Delimitrou, Christina
    Kozyrakis, Christos
    IEEE COMPUTER ARCHITECTURE LETTERS, 2016, 15 (02) : 109 - 112
  • [40] Adaptive Cloud Resource Scheduling Model Based on Improved Ant Colony Algorithm
    Nie Qingbin
    Pan Feng
    Wu Jiacheng
    Cao Yaoqin
    LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (01)