Title	A Survey on the Performance Comparison of Map Reduce Technologies and the Architectural Improvement of Spark
Author	G S Raghavendra, Bezwada Manasa, M. Vasavi
Citation	Vol. 22  No. 5  pp. 121-126
Keywords	Hadoop, spark, Map reduce,

Title	Virtual Assets as the Newest Object of Property Rights
Author	Iryna Davydova, Serhii Zhurylo, Olena Tserkovna, Lidiia Herasymchuk, and Vira Tokareva
Citation	Vol. 22  No. 5  pp. 115-120
Keywords	virtual asset, digital record, legislative regulation, object of property right.

Title	IoT Security and Machine Learning
Author	Sarah Almalki, Hatim Alsuwat, Dr. Emad Alsuwat
Citation	Vol. 22  No. 5  pp. 103-114
Keywords	Internet of Things; IoT security and privacy; machine learning; deep learning; IoT attack.

Title	Intrusion Detection using Attribute Subset Selector Bagging (ASUB) to Handle Imbalance and Noise
Author	A.Sagaya Priya and Dr.S.Britto Ramesh Kumar
Citation	Vol. 22  No. 5  pp. 97-102
Keywords	Intrusion detection; Ensemble modelling; Bagging; Data Imbalance; Noise