Recently, with the development of the mobile Internet and the Internet of things, the data growth is exploding. At the same time, AI (artificial intelligence), as the most important development trend of science and technology in the next decade, is changing every industry. In the wave of big data and artificial intelligence, enterprises will face major opportunities and challenges from a comprehensive digital transformation and intelligent transformation. To build an advanced big data and intelligent system will be the only way to keep advantage in the future competition. Efficient data acquisition, data management and intelligent data analysis and data mining are the key issues that customers need to pay attention.
ZTE uSmartInsight is based on open source technology and framework, support heterogeneous computer hardware, covering data acquisition, storage and computing, analysis and data mining, application and modeling, visualization, operation and management. It based on machine learning and deep learning algorithm, support A variety of artificial intelligence fundamental technical capabilities, such as: image recognition, speech recognition, natural language processing, motion intelligence and enhanced network intelligence. uSmartInsight big data and artificial intelligence integrated platform can provide professional, tailored solutions, technical services and intelligent applications for a variety of industry areas.
ZTE uSmartInsight Architecture
● Support the mainstream big data open source components, with deep optimization and self-research components to enhance platform reliability, stability and performance;
● Perfect data security solution and leading data masking framework, support white list, support Kerberos + LDAP + Ranger security certification, user management and service authorization;
● Data governance based on data-driven, real-time data production and quality monitoring, comprehensive metadata management, unified and efficient management of data, algorithms and tasks;
● One stop big data analysis and data mining tools, support the model explore, development, deployment, integrate a wide range of algorithm library, support hardware acceleration;
● Efficient and unified management and operation, improve the system ease-using, reduce management and maintenance costs. Support the cluster management up to thousands of nodes;
● support heterogeneous computer hardware, CPU / GPU / FPGA;
● rich application support capability: user profile, network intelligence components, perception intelligence (voice recognition, image recognition, etc.), recognition intelligence (natural language processing, etc.), motion intelligence (SLAM, environmental understanding, VSAM, etc.), intelligent risk control Components and so on;