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Improve Performance by a Fuzzy-Based Dynamic Replication Algorithm in Grid, Cloud, and Fog

Mahsa Beigrezaei, Abolfazel Toroghi Haghighat, Seyedeh Leili Mirtaheri, Lei Liu
2021 Mathematical Problems in Engineering  
Delays caused by queue workload and delays caused by failure can decrease data access efficiency. Data replication is a critical technique in reducing access latency.  ...  In this paper, a fuzzy-based replication algorithm is proposed, which avoids the mentioned imposed delays by considering a comprehensive set of significant parameters to improve performance.  ...  Sun et al. proposed a dynamic replication algorithm (DARS) under high load Cloud-P2P that reduces the workload on nodes and access latency [26] .  ... 
doi:10.1155/2021/5522026 fatcat:hh7maldatzgblo7gt2vkd322oi

Intelligent Storage Devices for Mobile Databases

N. Mallikharjuna Rao
2012 International Journal of Engineering and Technology  
In our previous work, we proposed an intelligent architecture for mobile system, intelligent processing, querying and accessing of huge data for mobile databases.  ...  The complexity and cost of storage management needs intelligence to reduce the huge overheads, and intelligent storage becomes the ideal storage solutions.  ...  Our fuzzy logic based system will consist of two inputs that is seek distance , d and waiting time , t and one priority output as shown in Fig. 2 .  ... 
doi:10.7763/ijet.2012.v4.494 fatcat:y32xekb6ifdjjiajjgwae3uo5a

Predicting Dynamic Replication based on Fuzzy System in Data Grid [article]

Mahnaz Khojand, Mehdi Fatan Serj, Sevin Ashrafi, Vahideh Namaki
2018 arXiv   pre-print
Data grid replication is an effective method to achieve efficient and fault tolerant data access while reducing access latency and bandwidth consumption in grids.  ...  In this paper, we propose a new dynamic replication algorithm called Predictive Fuzzy Replication (PFR).  ...  Conclusions Considering the dynamic nature of grid, using static thresholds in grid algorithms reduces system efficiency.  ... 
arXiv:1804.02963v2 fatcat:bsfvbntvgzhr7bt6oklrnbpxra

A Transaction Traffic Control Approach Based on Fuzzy Logic to Improve Hyperledger Fabric Performance

Lei Hang, BumHwi Kim, DoHyeun Kim, Qingqi Pei
2022 Wireless Communications and Mobile Computing  
This paper proposes a transaction traffic control approach based on fuzzy logic to enhance the blockchain network's transaction processing capacity.  ...  An experiment environment is built on Hyperledger Fabric to demonstrate the design approach's significance.  ...  This paper presents a novel transaction traffic control approach based on fuzzy logic to improve blockchain performance.  ... 
doi:10.1155/2022/2032165 fatcat:dqnin5qprffdbcxcosbu2wsnj4

A new fuzzy optimal data replication method for data grid

Zeinab Ghilavizadeh
2013 Management Science Letters  
In this paper, a new method of dynamic optimal data replication in data grid is introduced where it reduces the total job execution time and increases the locality in accessibilities by detecting and impacting  ...  In this phase, the proposed method also chooses a replica with the lowest value for deletion by considering three replica factors to increase the performance of system.  ...  Therefore, the primary objective is to reduce the data access time, to reduce the data access latency, to reduce the job execution time, to reduce the occupied bandwidth, to increase the locality in accessibilities  ... 
doi:10.5267/j.msl.2013.01.028 fatcat:idcq6xgwgvawhkp3re3zbbvrky

Dynamic planning and weaving of dependability concerns for self-adaptive ubiquitous services

Romain Rouvoy, Frank Eliassen, Mikaël Beauvois
2009 Proceedings of the 2009 ACM symposium on Applied Computing - SAC '09  
Thus, to reduce this effort, we propose to integrate the Aspect-Oriented Programming (AOP) principles into the MUSIC planning-based adaptation middleware in order to dynamically plan and weave dependability  ...  However, the integration and the configuration of these mechanisms depends not only on the type of service accessed, but also on the surrounding environment.  ...  Therefore, applications are only suspended if a reconfiguration needs to be operated. Then, the context plugins triggering the reasoning process are based on Fuzzy Logic [28] .  ... 
doi:10.1145/1529282.1529507 dblp:conf/sac/RouvoyEB09 fatcat:aoxn44p67vf2tpcqaif2eafcza

Reliability Framework for Cloud Virtual Nodes using Fault Tolerance Techniques

2019 International Journal of Engineering and Advanced Technology  
Most of the real time applications undergone its processing stage on remote cloud computing nodes. Here chances of error occurrence is also higher due to undecided latency.  ...  The decision mechanism is also proposed in this scheme to improve the efficiency a bit higher than normal scheme. At last the fine grained check point algorithm is utilized for reducing the latency.  ...  In this system, replication and check pointing methods are employed based on present situation of cloud infrastructure.  ... 
doi:10.35940/ijeat.b2502.109119 fatcat:tswg2lvnkjgazezjd3f45ywdlq

Flexible computation offloading in a fuzzy-based mobile edge orchestrator for IoT applications

VanDung Nguyen, Tran Trong Khanh, Tri D. T. Nguyen, Choong Seon Hong, Eui-Nam Huh
2020 Journal of Cloud Computing: Advances, Systems and Applications  
To reduce failed tasks because of transmission collisions and to improve service times for time-critical tasks, we define a new input crisp value, and a new output decision for a fuzzy-based MEO.  ...  Considering the network, computation resources, and task requirements, a fuzzy-based MEO allows edge workload orchestration actions to decide whether to offload a mobile user to local edge, neighboring  ...  Based on ω 1 , we define the offloading decision as follows. (10) Fuzzy logic system for the deployment problem Similar to the fuzzy logic system for the placement problem, a fuzzy logic system for the  ... 
doi:10.1186/s13677-020-00211-9 pmid:33532167 pmcid:PMC7686839 fatcat:rbiegmhivnaldk3v6iz6ktxhpu

Context-Aware Digital Documents Described In a High-Level Petri Net-Based Hypermedia System [chapter]

Jin-Cheon Na, Richard Furuta
2004 Lecture Notes in Computer Science  
Fuzzy knowledge (context) handling is supported by the integration of a fuzzy logic tool with the Petri net, and a flexible information presentation tool has been designed to support Web-based browsing  ...  A further trend will be the provision of the ability for devices to determine where they are, e.g., through the inclusion of GPS sensors, as will the need for devices to operate on heterogeneous networks  ...  introducing fuzzy logic into the current model and making a complex fuzzy Petri-net-based model.  ... 
doi:10.1007/978-3-540-39916-2_2 fatcat:kam6vj75bjedhb25gv32tfyw4e

A Security Management Architecture for Supporting Routing Services on WANETs

Michele Nogueira, Helber Silva, Aldri Santos, Guy Pujolle
2012 IEEE Transactions on Network and Service Management  
Due to the raising dependence of people on critical applications and wireless networks, high level of reliability, security and availability is claimed to assure secure and reliable service operation.  ...  Results show the survivability achieved on routing service under different conditions and attacks.  ...  The association of all criteria and inferences is based on fuzzy logic due to its low computational intensiveness.  ... 
doi:10.1109/tnsm.2012.011812.100071 fatcat:a7ftsveigrfaxj6fupnamqsuge

A Fuzzy Load Balancer for Adaptive Fault Tolerance Management in Cloud Platforms [chapter]

Hamid Arabnejad, Claus Pahl, Giovani Estrada, Areeg Samir, Frank Fowley
2017 Lecture Notes in Computer Science  
In our self-adaptive approach, the system manages anomalous situations that might lead to failure by distributing the incoming job request based on the reliability of processing nodes, i.e., virtual machines  ...  We propose a fuzzy job distributor (load balancer) for fault tolerance management to reduce levels of management complexity for the user.  ...  The Fuzzy Fault Tolerance controller is a based on a fuzzy logic-based feedback control loop.  ... 
doi:10.1007/978-3-319-67262-5_9 fatcat:a4dfd65a45hafd45uc34qjzp34


2017 International Journal of Advance Engineering and Research Development  
Containerization gained prominence with the open source Docker tool, which developed a method to give containers better portability al-lowing them to be moved among any system that shares the host OS type  ...  The container technology has evolved over period of time to overcome the drawback of the earlier systems. The novel approach aims at scheduling and load balancing of the container.  ...  FUTURE SCOPE The main aim of the system will be to minimize the utilization timeand to reduce the load on system.  ... 
doi:10.21090/ijaerd.rtde17 fatcat:dys73hnlhfdotkvw7t4rnelune

Efficient Data Caching Based On Fuzzy Decision Routing In Vehicle Disruption Tolerant Networks

G Menaka, Mr Periyasamy
2014 IOSR Journal of Computer Engineering  
Most of current research efforts in DTNs focus on data forwarding, but only limited work have been done on providing efficient data access to vehicle users.  ...  Proposed system develop an optimization procedure to restrict the scope of caching nodes to satisfy the condition that there is at least one common node between caching node set and each node's close friend  ...  Efficient Data Caching Based On Fuzzy Decision Routing In Vehicle Disruption Tolerant Networks 6 | Page The fuzzy system with product inference engine, singleton fuzzifier and center  ... 
doi:10.9790/0661-16680108 fatcat:fv7tuzu7hzbbrnuxbiqrlbwga4

Application management techniques for the Bifrost system

Avneesh Bhatnagar, Speight, Crawl, Dunn, Bennett
2003 Proceedings DARPA Information Survivability Conference and Exposition MCSA-03  
We present a detailed design of this system, while examining the options of function call re-direction and API wrappers as a means to extend the semantics of the underlying remoting technology (DCOM).  ...  We present a facility that allows mobile clients to selectively invoke application component functionality locally or remotely in order to improve user response time.  ...  Fuzzy logic techniques to improve performance of operating system services have been discussed in [18] . In this paper, the authors apply fuzzy logic techniques to extend the file system semantics.  ... 
doi:10.1109/mcsa.2003.1240768 dblp:conf/wmcsa/BhatnagarSCDB03 fatcat:uqypfiidizckhdp7ujr4vgjgru

Bee Optimized Fuzzy Geographical Routing Protocol For Vanet

P. Saravanan, T. Arunkumar
2015 Zenodo  
access to comfort and entertainment.  ...  This study enhances Geographical Routing Protocol (GRP) using fuzzy controllers while rules are optimized with Bee Swarm Optimization (BSO). Simulations results are compared to conventional GRP.  ...  Fuzzy rule generation methods are split into 2 approaches based on strategies to divide input space into fuzzy subspaces.  ... 
doi:10.5281/zenodo.1099639 fatcat:spbp34rs2bebfmio7kc7bfipiy
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