The college has laboratories with an area of more than 17,000 square meters, including "Shandong Provincial Key Laboratory of Intelligent Computing Technology for Network Environment", "Provincial Key Laboratory of Information and Control Engineering", "Shandong Provincial Computer Experimental Teaching Demonstration Center" and "Shandong Provincial Research Center of Domestic Database Engineering Technology". Shandong Provincial Key Laboratory of Information and Control Engineering", "Shandong Provincial Experimental Computer Teaching Demonstration Center", "Shandong Provincial Domestic Database Engineering Technology Research Center". The college has a high-performance computing center and three large-scale computer and network rooms, with large parallel computers, servers and various types of microcomputers nearly 1,700 units. CISCO Network College and Huawei Laboratory have been jointly established with enterprises. The college has also built laboratories of computer system and composition, DSP, ARM, communication principle, microcontroller, fiber optic communication, high frequency circuit, integrated circuit design, network engineering, network integration, network security, etc. The experimental conditions have reached the advanced level of similar institutions in China.
Shandong Province Network Environment Intelligent Computing Technology Key Laboratory
Shandong Province Network Environment Intelligent Computing Technology Key Laboratory relies on the School of Information Science and Engineering of Jinan University, which has a master's degree in the first-level discipline of "Computer Science and Technology" and master's degrees in "Signal and Information Processing", "Information Processing", and "Network Security". Information Processing", "Pattern Recognition and Intelligent Systems", and "Computer Technology" and "Software Engineering" engineering master's degree authorized areas. The field of "Computer Science" and "Software Engineering" are authorized by Jinan University. Jinan University's "Computer Science and Technology" is a national specialty and a specialty of Shandong Province, and "Computer Application Technology" is a key discipline of Shandong Province's intensive construction.
The laboratory has three stable core research directions, including intelligent computing theory and technology, network computing and information processing technology, and network virtual reality technology, etc. Some of the research results of the above stable directions have reached the leading level in China, and have been closely watched by international counterparts, and the overall research level of the directions is at the leading level in the province. Combined with the discipline construction of the relying unit***, "Intelligent Computing and Bioinformatics", "Network Service and Cloud Computing", "Human-Computer Interaction Technology" have been established, Pattern Recognition and Computer Vision", "Data Mining and Knowledge Discovery", "Internet of Things and Embedded Computing", "High Performance and Scientific Computing Services". High Performance and Scientific Computing Services", as the main support research direction of the Laboratory. In 1995, the laboratory took the lead in building a large-scale campus network in the province. It has undertaken more than 70 national 863 projects, the National Natural Science Foundation of China, and provincial and ministerial-level research projects, with a total research fund of more than 18 million yuan, and has developed a certain degree of technical and application expertise in network architecture, network security, distributed information processing, computational intelligence and application, intelligent information processing, graphic image processing, virtual reality, and simulation of cement hydration process. In terms of technology and application, it has formed certain research characteristics and achieved a number of important scientific research results. In the past five years, he has won two first prizes, four second prizes and three third prizes for scientific and technological progress in Shandong Province, one third prize for natural science in Shandong Province, one first prize for excellent achievements in higher education in Shandong Province, one first prize for provincial teaching achievements in postgraduate education in Shandong Province, and one first prize for excellent achievements in computer application in Shandong Province, etc. He has also won more than 10 awards of achievements at the departmental level. He has published more than 410 academic papers in famous academic journals at home and abroad, such as Pattern Recognition, Information Science, Automatica, Science in China, IEEE, IFAC, IFIP, ACM and other famous international academic conferences, of which more than 170 papers have been included in SCI, EI and other international famous paper databases, and more than 170 papers have been published in SCI, EI and other international famous paper databases, and more than 170 papers have been included in SCI, EI and other international famous paper databases. More than 170 papers have been included in SCI, EI and other international famous databases, and 3 textbooks and monographs have been published. During the training of graduate students, more than 230 academic papers have been published, of which nearly 40 have been indexed by SCI and EI. There are 4 people won the provincial excellent master's thesis, 2 people won the award of postgraduate innovation in Shandong Province, 1 person won the title of excellent graduate in Shandong Province, and 2 teachers won the title of excellent master's tutor in Shandong Province.
The laboratory now has about 3300 square meters of research, experimental and office space, of which about 1500 square meters are for researchers, 1360 square meters are for postgraduate students, and 440 square meters are for data room and academic lecture hall. The laboratory has a high-performance computing platform consisting of Dawning 3000, Dawning 4000L, Wave Tissot 10000 cluster, IBM Power6 mini-computer, Wave Yitian trillion desktop supercomputing, etc., with a computing capacity of up to 4 trillion times/second. It has server systems of famous brands such as SUN, HP, Wave, etc. It has network equipment of many international famous manufacturers such as CISCO, H3C, Alcatel, etc. as well as protocol analyzers, logic analyzers, and cable test equipment of FLUKE and HP. The laboratory staff consists of fixed teaching and research staff, guest researchers, experimental technicians and management personnel, and currently *** there are 50 researchers, 33 of whom hold doctoral degrees. The laboratory carries out the operation and management mechanism of openness, mobility and association, integrates scientific research and talent training, mainly undertakes the applied basic research and high-tech development projects in the field of computer network and intelligent computing, and gives priority to the opening up of national-level topics and enterprise research projects with important application value. The laboratory has formed its own research characteristics and made certain theoretical breakthroughs in the following aspects: (1) the theoretical research results of hierarchical computational intelligence have been highly concerned and recognized by international counterparts; (2) the network-based research on modeling and simulation of cement materials has formed a "three-legged triangle" with the U.S. NIST and the University of Delft in the same field; (3) the trend of "three-legged triangle" has been established; (4) the research results have been highly recognized by international counterparts. "(3) three-dimensional manpower tracking key technology research breaks through the traditional two-dimensional mode, a number of research results by peers in the field as well as corporate attention, but the laboratory in the introduction of high-level academic leaders and so on there are still deficiencies. Laboratory in the education and manufacturing informationization services, international academic activities in the service of the results of the work produced a greater impact, and achieved better social benefits.
Shandong Province Domestic Database Research Center
Under the support of the National 863 Program, Shandong Province Domestic Database Engineering and Technology Research Center has researched and developed a series of application systems for the education industry by using the three domestic database products preferred by the State, among which, the university teaching affairs management and students' course selection systems have been popularized and applied in nearly 10 universities in and outside the province. "Windows-based computer grade examination and automatic marking system" has become the software designated by Shandong Provincial Department of Education for the computer grade examination of the province's colleges and universities, and the above achievements*** have won the Second Prize of Excellent Teaching Achievements of Shandong Province. Based on J2EE architecture, "Shandong Province Primary and Secondary School Campus Network Application Platform" has been popularized and applied in more than 200 primary and secondary schools in the province, and achieved good results. With the support of the National 863 Program and Shandong Province Science and Technology Development Program, the direction will focus on the promotion and application of domestic database in education informatization, and successfully complete the goals set by the Ministry of Science and Technology of the People's Republic of China and the Expert Group of 863 Program.
Shandong Province database engineering technology research center depends on Jinan University. Jinan University is a comprehensive university approved by the Ministry of Education, the implementation of provincial and municipal **** built, province-based management system. The university focuses on undergraduate education and actively develops postgraduate education for national enrollment and employment. Approved by the Academic Degrees Committee of the State Council, it has the right to confer bachelor's and master's degrees. Jinan University has network equipments of many international famous manufacturers such as CISCO, 3COM, Nortel, Alcatel, server systems of famous brands such as SUN, HP, Wave, etc. and protocol analyzers, logic analyzers, and cable testing equipments of FLUKE and HP. JIU campus network adopts Gigabit Ethernet/Fast Ethernet/ATM hybrid technology to construct the campus backbone, and utilizes VLAN technology to divide into multiple IP subnets, which supports WWW, email, FTP, BBS and other Internet services as well as self-developed applications such as faculty management, student registry management, students' selection of courses, library materials, multimedia teaching and so on.
As an engineering technology research center for the database application field in our province, the main task of the center is to combine the needs of education informatization and manufacturing informatization process in our province, collaborate closely with universities and enterprises and institutions in and out of the province, and actively carry out scientific research and technological development, and work hard on the construction of technical service system and informatization personnel training, to accelerate the transformation of scientific and technological achievements into productive forces, and to make the engineering technology research center more efficient and effective in the field of education and manufacturing informatization. After 5 years of construction, the Engineering Technology Center will reach the first-class level of similar engineering technology centers in China.
The center aims to successfully complete the objectives of the project of National 863 Plan "Information Integration Platform of Domestic Database and its Demonstration in Shandong Province", so as to make our province enter into the forefront of the demonstration province of domestic database application; earnestly completes the National Natural Science Foundation of China, the provincial key research and other important scientific research topics, and strives to make new breakthroughs in the corresponding fields. In the next few years, we will actively strive to undertake national scientific research projects, so that the province's education informatization to maintain the domestic advanced level.
For the application and promotion of domestic databases, the specification for the construction of information system platforms for municipalities and primary and secondary schools in Shandong Province has been formally issued by the Provincial Department of Education, and the application of domestic databases and related software has been included in it. The Engineering Technology Center will fully cooperate with the above work, and actively promote the formulation and implementation of the relevant standards under the unified leadership of the Provincial Department of Education, so as to make efforts for the standardization and normalization of the education informatization work in our province. At the same time, starting from the education industry, it adopts the domestic database products recommended by the National 863 Program to establish different types of application systems. Based on this, we will gradually promote it to other industries, and provide solutions with different application backgrounds for users in different industries and enterprises and institutions by way of overall sales, platform rental or platform technology transfer, and promote the research results of the subject to a number of industries in the province.
In October 2005, the national "863" project "Key Application Demonstration of Database Management System in Shandong Province" passed the acceptance of the experts of the Ministry of Science and Technology of the People's Republic of China and was evaluated by the scheduling, and with the "series of software development and application of domestic database based on Together with "Demonstration of Series Software Development and Application Based on Domestic Database", the project successfully passed the provincial appraisal, and "Demonstration of Series Software Development and Application Based on Domestic Database" was awarded the First Prize of Scientific and Technological Progress of Shandong Province in 2006. Under the special support of Shandong Provincial Science and Technology Department and Education Department, the center is carrying out the transplantation and research and development of e-government application system based on domestic database.
Shandong Province Computer Experimental Teaching Demonstration Center
The Computer Software Experimental Center of the College of Information Technology is divided into two computer rooms on the east and west campuses. The east campus computer room is located on the fourth floor of the East Comprehensive Building, with 360 microcomputers, 260 of which can be used by credit card, and is mainly responsible for the on-line experiments of the basic public **** classes of computer culture in the east campus. The west campus machine room is located in the new information building four, five, six three floors, each floor has two large machine rooms, each room can be placed in 270 microcomputers. The center covers an area of 3,500 square meters and manages equipment assets of 12 million yuan, with a total of 1,260 microcomputers, 1,160 microcomputers available for students to use with their credit cards, all of which are P4-level microcomputers or higher, of which 540 are dual-core microcomputers.
The Hardware Laboratory Center of the School of Information Technology is located on the second, third and eighth floors of the School of Information Technology. It is mainly responsible for all the hardware experiments and related internships of the four majors of the School of Information, namely, Computer Science and Technology, Electronic Information, Communication and Network Engineering. The Center consists of 12 laboratories: Computer Composition Laboratory, Digital Logic Laboratory, Embedded System Laboratory, Integrated R&D Open Laboratory, High Frequency Circuit Laboratory, Signal and System Laboratory, EDA Laboratory, Communication Principle Laboratory, Fiber Optic Communication Laboratory, Programmed Switching Laboratory, DSP Laboratory, and Computer Networking Laboratory***, with an area of more than 1,000 square meters and equipment assets amounting to 3.3 million yuan. equipment assets amounting to 3.3 million yuan.
Jinan University - U.S. Xilinx FPGA Joint Laboratory
"FPGA Joint Laboratory" by the Jinan University School of Information Science and Engineering and the U.S. Xilinx (XILINX)*** with the formation of the University of Jinan has joined the Xilinx University Program, experimental equipment and development tools and other aspects by Xilinx. Development tools and other aspects of the Xilinx company's strong financial support, with Xilinx's various series of FPGA evaluation boards, development tools, comprehensive experimental platforms and genuine development tools.
The joint lab provides advanced FPGA teaching, experimental and technology development environment to teachers and students, and undertakes the experimental teaching and scientific research work of FPGA technology courses of related majors, such as electronic information, computer science and technology, information engineering, software engineering, intelligent science and technology, etc. The research focus of the joint lab is on special-purpose integrated circuits (SICs). The research focus of the joint laboratory is on the design of special-purpose integrated circuits and FPGA applications, which mainly includes the following major directions: large-scale network security integrated circuit design, special-purpose embedded processor design, and special-purpose integrated circuit design for intelligent computing.
The joint laboratory actively carries out school-enterprise cooperation, advanced development equipment and professional technical personnel so that the joint laboratory has the ability to provide the industry with FPGA software and hardware technical support and services, product development.
Jinan University High Performance Computing Center
During the Ninth Five-Year Plan period, the school also attached great importance to the investment in scientific research equipment for the key laboratories at the same time as the key construction in Shandong Province. In 2002, the first set of Dawning-3000 mainframe computers were installed in the province in the High Performance Computing Center, and the first batch of 6 high-performance nodes and a set of *** counting 32 nodes of C-1700, HP and Wave machine cluster system, with a capacity of 1,000 nodes, and a total of 1,000 nodes. Wave cluster system, with more than 100 billion times of distributed parallel computing environment. 2005 equipped with the Dawning 4000 mainframe computer can provide computing power of 500 billion times.
Built and deployed in a heterogeneous environment Globus-based with 560 billion times .
In the heterogeneous environment, we have built and deployed the Globus-based cement simulation grid infrastructure platform with 560 billion times/second computing power and 10TB storage capacity, and encapsulated application resources such as cement simulation application, quantum chemical computing, and computational intelligence-assisted design on this platform to carry out grid services in many fields.
(1) Cement Material Simulation Application
Simulating the hydration process of cement and its microstructure by computer is an important part of computational material science. The hydration of cement is a very complex physicochemical change process, due to the uneven size of the particles (large differences), the complex shape and the characteristics such as polymorphism, which makes the numerical representation of the cement particles become very complicated. The study of the hydration and hardening process of cement, the hydration products, and the composition and structure of hardened cement paste are of great practical significance to the production and use of cement. Summarizing the previous research results, we have been able to realize the reconstruction of the three-dimensional microstructure on the basis of obtaining two-dimensional scanning electron microscope images and X-Ray images, and use the cellular automata theory combined with the physicochemical rules of cement hydration to carry out a three-dimensional dynamic simulation of the microscopic process of cement hydration to reveal the relationship between the microstructure and the properties, which provides a method and tool capable of analyzing and designing the cement materials. method and tool. However, the localization of the particle reaction in the hydration process and the complexity of the influence of environmental factors on the reaction as a whole determine that the simulation process is bound to be a highly computationally intensive process, which requires the parallel and cooperative work of multiple computational nodes in order to more realistically reproduce the hydration reaction process. Through the cement building materials simulation grid platform of Jinan University, a safe and efficient computational platform is provided for the hydration process of cement and the processing of two-dimensional images, which provides a good computational environment for our scientific research work.
(2) Computational Application of Quantum Chemistry
Quantum chemistry is a branch of theory that applies the basic principles and methods of quantum mechanics, and is a basic discipline for the study of chemical problems. The research scope of quantum chemistry includes the structure and properties of stable and unstable molecules, and the relationship between their structure and properties; molecule-to-molecule interactions; molecule-to-molecule collisions and interactions, and other issues. Quantum chemistry can be divided into two categories: basic research and applied research. Basic research mainly seeks for its own laws in quantum chemistry, and establishes multi-body methods and computational methods of quantum chemistry, etc.; applied research is to deal with the chemical problems by using quantum chemistry methods, and to explain the chemical phenomena by the structure of quantum chemistry.
The School of Chemistry and Chemical Engineering is one of the key faculties of the university, which is mainly engaged in the theoretical chemistry of biology, the computation and simulation of the chemistry of environmental gases and the design of molecules of functional materials. Initially, the calculations were carried out on ordinary desktop computers with Gaussian98 program and auxiliary software, although some results were obtained, but due to the configuration of the computer and the limitation of computing speed, many programs could not get better results, and some programs also seriously affected the whole work due to the long running time of the stand-alone computer. By utilizing the Gaussian03 computing environment on the grid computing platform of Jinan University, we have improved the running speed of the program and achieved many important results. We have published more than ten related academic papers, many of which have been indexed by SCI and EI, thus greatly advancing the research process of many topics.
(3) Computer Intelligence Aided Design Applications
The Laboratory of Computational Intelligence is one of the key laboratories of Jinan University, and its main research includes evolutionary computation, neural networks and fuzzy systems and other technologies. The Laboratory of Computational Intelligence has already achieved fruitful results in the fields of signal processing, intelligent control, pattern recognition, machine vision, nonlinear optimization, automatic target recognition, knowledge processing, and remote sensing technology.
The group has been engaged in the research of complex evolutionary optimization problems, learning problems of neural networks and fuzzy systems in recent years. In the application of neural networks, the main problem faced is that when the learning samples reach a massive degree and the inputs of neural networks increase, it takes a long time to train, and even fails to achieve the desired results. Fuzzy systems as well as neuro-fuzzy systems face a similar problem, i.e., when the number of inputs to the fuzzy system increases, the number of fuzzy rules increases exponentially, resulting in the entire fuzzy system running on a single CPU not working. Through the Computational Intelligence Grid Service Platform of Jinan University, the speed of computation has been accelerated with remarkable results, which promotes the research process in our lab. The group has published several academic papers in relevant international and domestic academic conferences and journals.
(4) Network Traffic Monitoring and Complete Analysis
The Network Center, as the teaching, scientific research and network construction and management department in the field of computer network of the university, the Network Center is mainly responsible for the construction and maintenance of the campus backbone network and the data center of the digital campus, as well as part of the undergraduate courses in the discipline of information technology and the training tasks of postgraduate students. In the cement material simulation grid project, the Network Center participated in the testing of the cement material simulation computing platform, quantum chemistry computing platform and computational intelligence simulation platform. After testing, the grid service platform has good user interface, reasonable system architecture, load balanced system and good computing rate. It can provide a scientific computing platform for the research and development of cement materials, the calculation of quantum chemistry, and the learning problems related to computational intelligence. At the same time, with the advantageous network resources of the platform and the network center, it can monitor the traffic, analyze the network security behaviors, and provide services for the users in the university.