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ADVANCING NETWORK TRAFFIC CLASSIFICATION: NOVEL MACHINE LEARNING APPROACHES IN DATA MINING FOR ENHANCED PERFORMANCE
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Author(s):
DR. AYUSHI NAGAR,DR.K.K.TIWARI,DR.PRAVEEN KUMAR SHRIVASTAVA
Vol - 16, Issue- 1 ,
Page(s) : 44 - 46
(2025 )
DOI : https://doi.org/10.32804/IRJMST
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Abstract
Network traffic classification holds paramount importance in network management, security, and optimization endeavors. Conventional methods of classification traditionally hinge on port-based or payload-based strategies, whose efficacy has diminished in light of the escalating intricacy of network traffic.
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