Analysis of Socket Communication Technology Based on Machine Learning Algorithms Under TCP/IP Protocol in Network Virtual Laboratory System

Abstract

When communicating between node machines in different locations in the network virtual lab system, the network layer shields the differences of the lower layer networks and cannot provide uniform data transmission of connectionless packets. Aiming at this problem, a self-correcting and optimal scheduling technique for communication networks based on deep machine learning algorithm is proposed. The branching algorithm of the algorithm mainly involves enhancing data learning. By using TCP/IP protocol for communication, a method and program implementation of communication using Socket mechanism under TCP/IP protocol are proposed. System users access the virtual lab primarily through the appropriate browser. The core part of the network virtual lab is server-side communication technology and experimental design. In a virtual lab system, a large number of nodes must be relied on for real-time communication, and the TCP/IP protocol must be followed. The Socket mechanism should be used to implement TCP/IP-based communication. Two breakthroughs were realized, resource scheduling decision and optimization of indirect system parameter selection. The experimental results show that the technical requirements of high throughput and ultra-low latency of the current virtual experimental system are realized.INDEX TERMS Deep machine learning algorithms, TCP/IP protocol, virtual laboratory system, socket communication technology.

Model and Method of Fault Signal Diagnosis for Blockage and Slippage of Rice Threshing Drum

“…Regarding this vibration system, the vibration equation of rigid body rotation includes two parts, one is the vibration of the system, the other is the vibration state exhibited by the action of the grain. Excited by the sawtooth pulse function, the resulting vibration equation is shown in Equation (19).…”

“…The total motion equation of the shaft can be solved by Equations (19) and (20), and the total rotation of the torque acting end is obtained as Equation (21).…”

“…Based on TCP/IP protocol, Si et al realized abnormal signal monitoring and alarm of threshing drum for data communication [19,20]. With the development of communication technology, many scholars have developed a fault monitoring and diagnosis platform for combine harvesters [21]; Abdeen et al used resistance sensors to design stress monitoring system of the top cover of the threshing drum is implemented and the real-time monitoring of the feeding amount of the threshing drum and the early warning function [22]; such monitoring systems usually include monitoring platforms such as rotational speed and torque, monitoring platforms such as clearance, fuel consumption and feed rate [23].…”

Features of Using Large Keys in "Kalyna" Algorithm

“…At the time of adoption of the standard DSTU 7624: 2014 [3] in Ukraine the following cryptographic algorithms were used: DSTU GOST 28147: 2009 [4] cryptosystem developed in 1989, which Ukraine inherited from the Soviet Union, in 2009 it was certified as state standard of Ukraine; AES [5] is an algorithm used in general purpose for operating systems and it is included there as a means of encrypting information on disk; RC4 [6] is used to implement SSL / TLS security of web connections [7]; Triple DES [8], which uses [9] the National Bank of Ukraine and for IPsec network traffic protection [10].…”

Technical Comparison between MPTCP and TCP in Heterogeneous Networks

“…These four fields also are called socket. Consequently, each connection of TCP has a one path and limited to the one socket from the transmitter also from receiver [1]. That leads to a significant concept, where if the TCP connection is established from side, and as a result of changing IP address in the transmitter or receiver from another side, then the entire connection will not work.…”