Evaluation of Data Locality Strategies for Hybrid Cloud Bursting of Iterative MapReduce

2017 ◽  
Author(s):  
Francisco J. Clemente-Castello ◽  
Bogdan Nicolae ◽  
M. Mustafa Rafique ◽  
Rafael Mayo ◽  
Juan Carlos Fernandez
Keyword(s):  
Data Locality ◽  
Hybrid Cloud ◽  
Cloud Bursting ◽  
Evaluation Of Data

An Osmosis-Based Intelligent Agent Scheduling Framework for Cloud Bursting in a Hybrid Cloud

2020 ◽  
Vol 11 (3) ◽  
pp. 68-88
Author(s):  
Preethi Sheba Hepsiba ◽  
Grace Mary Kanaga E.
Keyword(s):  
Biological Process ◽  
Intelligent System ◽  
Primary Objective ◽  
Hybrid Cloud ◽  
Indirect Impact ◽  
Agent Scheduling ◽  
Cloud Bursting ◽  
Two Phases ◽  
High Level

An intelligent system to efficiently provision resources in a hybrid cloud environment is necessary due to the high level of complexity. The semi-permeable agent for hybrid cloud scheduling (SPAH) is a bio-inspired agent that adapts the biological process of osmosis into cloud bursting. The primary objective of the agent is to minimize the makespan. The framework and algorithm for the two phases of SPAH, to recognize the state and decide on action are presented. A QoS (Quality of Service) deadline factor metric is proposed to study the indirect impact of SPAH in deadline satisfaction. SPAH shows significant improvement in deadline satisfaction of up to 85% as compared to other cloud bursting techniques. This is the result of a reduced makespan and a reduced cumulative waiting time. The analysis of SPAH shows that it works in quadratic time complexity.

scholarly journals Performance Model of MapReduce Iterative Applications for Hybrid Cloud Bursting

2018 ◽  
Vol 29 (8) ◽  
pp. 1794-1807 ◽  
Author(s):  
Francisco J. Clemente-Castello ◽  
Bogdan Nicolae ◽  
Rafael Mayo ◽  
Juan Carlos Fernandez
Keyword(s):  
Performance Model ◽  
Hybrid Cloud ◽  
Cloud Bursting

Hybrid Cloud Scheduling Method for Cloud Bursting

2015 ◽  
Vol 138 (4) ◽  
pp. 435-455 ◽  
Author(s):  
Li Chunlin ◽  
Li LaYuan
Keyword(s):  
Hybrid Cloud ◽  
Scheduling Method ◽  
Cloud Bursting

EVALUATION OF DATA FROM 1D-PSD USED IN TOF METHOD

1986 ◽  
Vol 47 (C5) ◽  
pp. C5-129-C5-136 ◽  
Author(s):  
N. NIIMURA
Keyword(s):  
Evaluation Of Data

Performance Evaluation of Data Transmission in Maritime Delay-Tolerant-Networks

2013 ◽  
Vol E96.B (6) ◽  
pp. 1435-1443 ◽  
Author(s):  
Shuang QIN ◽  
Gang FENG ◽  
Wenyi QIN ◽  
Yu GE ◽  
Jaya Shankar PATHMASUNTHARAM
Keyword(s):  
Performance Evaluation ◽  
Data Transmission ◽  
Delay Tolerant Networks ◽  
Delay Tolerant ◽  
Evaluation Of Data
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