A
PROFILE
UPM's Staff Profile
PROF. MADYA DR. ROHAYA BINTI LATIP
ASSOCIATE PROFESSOR
FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY
rohayalt@upm.edu.my
UPM WEBSITE
PROFILE
rohayalt
BM
EN

PROFESSIONAL

NAME :
(Prof. Madya Dr.) ROHAYA BINTI LATIP
POST :
ASSOCIATE PROFESSOR
ENTITY :
Faculty of Computer Science and Information Technology

FIELD OF SUPERVISION
COMPUTER NETWORKS / DATABASE SYSTEMS / PARALLEL AND DISTRIBUTED COMPUTING / WIRELESS COMMUNICATIONS AND NETWORKS ENGINEERING
EDUCATION
PHD
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2009
MASTER SAINS KOMPUTER
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2001
SARJANA MUDA SAINS KOMPUTER
UNIVERSITI TEKNOLOGI MALAYSIA, SKUDAI, JOHOR
Graduated : 1999
DIPLOMA SAINS KOMPUTER
UNIVERSITI TEKNOLOGI MALAYSIA, SKUDAI, JOHOR
Graduated : 1997
BOOK PUBLICATION
1. Lecture Notes in Electrical Engineering 285
    ISPN: 978-981-4585-18-7
2. Algorithms and Architectures for Parallel Processing
    ISPN: 978-3-319-27140-8
3. Computational and Its Application
    ISPN: 978-3-540-74482-5
JOURNAL PUBLICATION
1. Splitting Strategies for Video Images Processing in Medical Data Grid
    Journal type: Citation-Indexed - Scopus
2. A SURVEY: PARTICLE SWARM OPTIMIZATION-BASED ALGORITHMS FOR GRID COMPUTING SCHEDULING SYSTEMS
    Journal type: Citation-Indexed - Scopus
3. DATA TRANSMISSION PERFORMANCE ANALYSIS IN CLOUD AND GRID
    Journal type: Citation-Indexed - Scopus
4. High Availability with Diagonal Replication in 2D Mesh (DR2M) Protocol for Grid Environment
    Journal type: Non Citation-Indexed
5. Quorum-based Data Replication in Grid Environment
    Journal type: Other Abstracting / Indexing Bodies
6. Dynamic Load Balancing Policy with Communication and Computation Elements in Grid Computing with Multi-Agent System Integration
    Journal type: Other Abstracting / Indexing Bodies
7. A CLUSTERING-BASED HYBRID REPLICA CONTROL PROTOCOL FOR HIGH AVAILABILITY IN GRID ENVIRONMENT
    Journal type: Citation-Indexed - Scopus
8. Highest Response Ratio Next (HRRN) vs First Come First Served (FCFS) Scheduling Algorithm in Grid Environment
    Journal type: Citation-Indexed - Scopus
9. RESOURCE BROKER MANAGEMENT BY ADOPTING SELFADAPTIVE ADAPTIVE MULTI-INSTANCE BROKER SCHEDULING IN GRID COMPUTING
    Journal type: Citation-Indexed - Scopus
10. A REVIEW DATA CUBE ANALYSIS METHOD IN BIG DATA ENVIRONMENT
    Journal type: Citation-Indexed - Scopus
11. Scientific Data Sharing Using Clustered-Based Data Sharing in Grid Environment
    Journal type: Other Abstracting / Indexing Bodies
12. A Cluster-Based Data Replication Technique for Preserving Data Consistency in Data Grid
    Journal type: Non Citation-Indexed
13. Framework of Fast Medical Data Transmission
    Journal type: Non Citation-Indexed
14. Indexing Strategies of MapReduce for Information Retrieval in Big Data
    Journal type: Non Citation-Indexed
15. MEDICAL VIDEOS AND IMAGES MANAGEMENT SYSTEM IN GRID ENVIRONMENT
    Journal type: Citation-Indexed - Scopus
16. A particle swarm optimization and min– max­based workflow scheduling algorithm with QoS satisfaction for service­oriented grids
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
17. Optimizing Multiple QoS for Workflow Applications using PSO and Min-Max Strategy
    Journal type: Citation-Indexed - Scopus
18. Probabilistic reliability prediction models for task scheduling in distributed systems: A review.
    Journal type: Citation-Indexed - Scopus
19. A high availability cluster-based replica control protocol in data grid
    Journal type: Citation-Indexed - Scopus
20. A Discrete Event Simulation of Fair Bandwidth Share Mechanism CHOKe-FS
    Journal type: Citation-Indexed - Scopus
21. Modeling and Analysis of Multicast Protocols Over IPv6
    Journal type: Citation-Indexed - Scopus
22. Channel Estimation in OFDM Multipath Fading Channel Systems According to Modulation Schemes
    Journal type: Citation-Indexed - Scopus
23. A Review: Replication Strategies for Big Data in Cloud Environment
    Journal type: Citation-Indexed - Scopus
24. Performance Optimization method in OFDM based on Majorization and Minimization Technique
    Journal type: Citation-Indexed - Scopus
25. Systematic Literature Review: Leveraging Data Deduplication Strategies & Hashing Techniques to Eliminate Data Redundancy in Cloud Environments
    Journal type: Citation-Indexed - Scopus
26. OTS: An Optimal Tasks Scheduling Algorithm Based on QoS in Cloud Computing Network
    Journal type: Citation-Indexed - Scopus
27. Scheduling Scientific Workflow using Multiobjective Algorithm with Fuzzy Resource Utilization in Multi-cloud Environment
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
28. A Survey on QoS requirement based on Particle Swarm Optimization Scheduling Techniques for Workflow Scheduling in Cloud Computing
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
29. COMPARATIVE ANALYSIS OF PSO-DERIVED WORKFLOW SCHEDULING ALGORITHMS IN CLOUD COMPUTING BASED ON QOS REQUIREMENTS
    Journal type: Citation-Indexed - Scopus
30. Vigorous Replication Strategy with Balanced Quorum for Minimizing the Storage Consumption and Response Time in Cloud Environments
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
31. A Fault Tolerant Surveillance system for Fire Detection and Prevention using LoRaWAN in Smart buildings
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
32. Attribute reduction based scheduling algorithm with enhanced hybrid genetic algorithm and particle swarm optimization for optimal device selection
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
33. Workload Allocation Towards Energy Consumption-delay Trade-off in Cloud-fog Computing using Multi-objective NPSO Algorithm
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
34. Multi-objective Grey Wolf Optimizer Algorithm for Task Scheduling in Cloud-Fog Computing
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
35. CNN-MOBILENETV2- DEEP LEARNING-BASED ALZHEIMERS DISEASE PREDICTION AND CLASSIFICATION
    Journal type: Citation-Indexed - Scopus
36. Scheduling Scientific Workflow in Multi-Cloud: A Multi-Objective Minimum Weight Optimization Decision-Making Approach
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
37. Assessing the Impact of COVID-19 on the Mental Health of Higher Education Students: A Qualitative Study in Malaysia
    Journal type: Citation-Indexed - Scopus
38. Multi-Objectives Firefly Algorithm for Task Offloading in the Edge-Fog-Cloud Computing
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
CONSULTANCY SERVICES
2015
Advisory Board for WARSE
2013
Speaker for Workshop Computer Aided Surgery and Diagnostic (WoCASD)
2011
Chief of Editor for International Journal of New Computer Architectures and Their Applications (IJNCAA)
PAPER PRESENTED
2014
Medical Data Simulation with Self Adaptive Multi-Instance Broker in Hierarchical Cluster Grid Structure at International Conference on Computer Assisted System in Health (CASH) 2014
2014
Exponential-and-Uniform-Based Vidieo Spliting Framework in Grid Environment at 3rd International Conference on Computer Engineering & Mathematical Sciences (ICCEMS 2014)
TEACHING
2015
Advance Network
2014
Database Application Development
2013
Computer Organization and Assembly Language
2013
Database Application Development
2012
Social, Ethical and Professional Issues
2011
Selected Topic (Grid computing and Cloud Computing)
2010
Internetworking
2009
Database Application Development
2009
Communications and Computer Network
2003
Network Analysis and Design
AWARD AND ACHIEVEMENT
2015
Gold and Bronze for PECIPTA 2015
2014
2014 World Inventor Award (Medical Instrument Division)
2014
2014 World Inventor Award (Communication Division)
2014
Gold Medal MTE 2014
2013
Gold Medal MiExpo 2013
RESEARCH INTEREST
2012
Big Data
2008
Distributed database
2008
Grid and Cloud Computing
2004
Network Management
PUBLICATION
2025
Assessing the Impact of COVID-19 on the Mental Health of Higher Education Students: A Qualitative Study in Malaysia
2025
Independent task scheduling algorithms in fog environments from users’ and service providers’ perspectives: a systematic review
2025
Efficient Task Allocation for Energy and Execution Time Trade-off in Edge Computing Using Multiobjective IPSO
2024
Multi-Objectives Firefly Algorithm for Task Offloading in the Edge-Fog-Cloud Computing
2023
CNN-MOBILENETV2- DEEP LEARNING-BASED ALZHEIMERS DISEASE PREDICTION AND CLASSIFICATION
2023
Workload Allocation Towards Energy Consumption-delay Trade-off in Cloud-fog Computing using Multi-objective NPSO Algorithm
2023
Multi-objective Grey Wolf Optimizer Algorithm for Task Scheduling in Cloud-Fog Computing
2023
Scheduling Scientific Workflow in Multi-Cloud: A Multi-Objective Minimum Weight Optimization Decision-Making Approach
2022
A Fault Tolerant Surveillance system for Fire Detection and Prevention using LoRaWAN in Smart buildings
2022
Attribute reduction based scheduling algorithm with enhanced hybrid genetic algorithm and particle swarm optimization for optimal device selection
2021
Benchmarking Performance of Document Level Classification and Topic Modeling
2021
A Fault-Intrusion-Tolerant System and Deadline-Aware Algorithm for Scheduling Scientific Workflow in the Cloud
2021
Investigation into the Effect of Data Reduction in Offloadable Task for Distributed IoT-Fog-Cloud Computing
2021
Replication Strategy with Comprehensive Data Center Selection Method (RS-DCSM) in Cloud Environments
2021
Vigorous Replication Strategy with Balanced Quorum for Minimizing the Storage Consumption and Response Time in Cloud Environments
2020
Dynamic Job Scheduling Strategy Using Jobs Characteristics in Cloud Computing
2020
COMPARATIVE ANALYSIS OF PSO-DERIVED WORKFLOW SCHEDULING ALGORITHMS IN CLOUD COMPUTING BASED ON QOS REQUIREMENTS
2020
Scheduling Scientific Workflow using Multiobjective Algorithm with Fuzzy Resource Utilization in Multi-cloud Environment
2020
A Survey on QoS requirement based on Particle Swarm Optimization Scheduling Techniques for Workflow Scheduling in Cloud Computing
2019
Systematic Literature Review: Leveraging Data Deduplication Strategies & Hashing Techniques to Eliminate Data Redundancy in Cloud Environments
2019
OTS: An Optimal Tasks Scheduling Algorithm Based on QoS in Cloud Computing Network
2019
Performance Optimization method in OFDM based on Majorization and Minimization Technique
2018
A Review: Replication Strategies for Big Data in Cloud Environment
2018
Channel Estimation in OFDM Multipath Fading Channel Systems According to Modulation Schemes
2017
A high availability cluster-based replica control protocol in data grid
2017
Probabilistic reliability prediction models for task scheduling in distributed systems: A review.
2017
Optimizing Multiple QoS for Workflow Applications using PSO and Min-Max Strategy
2017
Modeling and Analysis of Multicast Protocols Over IPv6
2017
A Discrete Event Simulation of Fair Bandwidth Share Mechanism CHOKe-FS
2017
A particle swarm optimization and min– max­based workflow scheduling algorithm with QoS satisfaction for service­oriented grids
2015
DATA TRANSMISSION PERFORMANCE ANALYSIS IN CLOUD AND GRID
2015
A REVIEW DATA CUBE ANALYSIS METHOD IN BIG DATA ENVIRONMENT
2015
MEDICAL VIDEOS AND IMAGES MANAGEMENT SYSTEM IN GRID ENVIRONMENT
2014
RESOURCE BROKER MANAGEMENT BY ADOPTING SELFADAPTIVE ADAPTIVE MULTI-INSTANCE BROKER SCHEDULING IN GRID COMPUTING
2014
A CLUSTERING-BASED HYBRID REPLICA CONTROL PROTOCOL FOR HIGH AVAILABILITY IN GRID ENVIRONMENT
2013
A SURVEY: PARTICLE SWARM OPTIMIZATION-BASED ALGORITHMS FOR GRID COMPUTING SCHEDULING SYSTEMS
2011
Highest Response Ratio Next (HRRN) vs First Come First Served (FCFS) Scheduling Algorithm in Grid Environment
2011
Dynamic Load Balancing Policy with Communication and Computation Elements in Grid Computing with Multi-Agent System Integration
2011
Splitting Strategies for Video Images Processing in Medical Data Grid
2011
Scientific Data Sharing Using Clustered-Based Data Sharing in Grid Environment
2009
Quorum-based Data Replication in Grid Environment