After studying and analyzing the Evans Data survey conducted in December last year, we found that although the high returns from application creation, testing and deployment using public public cloud resources are impressive, the cloud environment may have become an application Development and testing of the killer platform, and will be further popularized in the near future. According to Evans Data cloud development survey, the cloud platform shortened the average development time by 11.6%. The main reason that performance can be so significant is that the cloud platform, while improving the development process, becomes more reasonable ...
Resource load balancing method for energy consumption reduction in cloud environment Hu Zhigang, Ouyang, Kang in order to reduce the energy consumption of large-scale cloud data center and realize resource load balance to some extent, a method Lbes based on virtual machine migration is proposed. This method synthetically considers the problem of multiple resource load and cluster conflict, analyzes 3 key steps of virtual machine migration process, gives corresponding strategy, and realizes it in Cloud Simulator. Experimental results show that this method is better than other algorithms when the load distribution of physical nodes is seriously unbalanced. Read Link: H ...
Product knowledge acquisition and learning model in cloud environment Zhang Taihua He Hibao Chao According to the characteristics of product knowledge resources in cloud environment, this paper gives a framework of product knowledge acquisition in cloud environment, which is composed of enterprise user layer, cloud knowledge platform layer and knowledge resource layer, and establishes product knowledge acquisition process model under cloud environment, Through this model, the product design, manufacturing and service knowledge mining, collection, analysis, induction, collation and storage, and put forward the cloud environment of product knowledge ...
Hierarchical multi-table connection based on two-dimensional node matrix in cloud environment Tao Yongzai Zhou Mengxue Benji Wei Lin Cao Yunjie with the advent of the "Big Data" era, distributed data processing has been widely used and developed. In cloud computing, the complexity processing requirements are increasing, and data analysis usually needs to cross multiple datasets. Therefore, an efficient multiple-table connection mechanism is urgently needed. The existing multi-table connection mechanism based on MapReduce adopts serial cascade to realize multiple connections of different data sets, and the operation is flexible but inefficient. This article in ...
Research and implementation of task scheduling algorithm in cloud environment Li Kun based on cloud computing architecture and business model, this paper designs a load-balanced ant colony optimization algorithm that takes time-cost constraints constrains load balanced ant Colony Optimization,tc-lbaco) cloud Task Scheduling strategy, this scheduling algorithm not only fully consider the User Service quality QoS requirements in the task processing time and implementation costs.
A virtual machine deployment algorithm for reducing energy consumption in cloud environment Zhou Zhou Hu Zhigang to reduce the energy consumption of large-scale data centers, a virtual machine (VR Machine, VM) deployment algorithm is proposed TESA (Three-threshold power Saving algorithm) This algorithm uses energy consumption and processing resource utilization to linear relationship, will overload and load over light host ...
Mobile Information services oriented to cloud environment collaborative filtering recommendation Zhang Yaming Liu Haiyu How to effectively integrate user situational information parameters to realize their seamless coupling in Mobile Information Referral service is a hot issue in personalized recommendation field. In view of the problem of "vacancy" in the Mobile Information Service recommendation, the paper introduces the scenario information into the collaborative filtering (CF) recommendation algorithm, and combines the cloud computing technology to further discuss the environment-oriented collaborative filtering recommendation mechanism for Mobile information services, and proposes a mapreduce collaborative filtering recommendation method. "Tourist attractions" for the cloud environment.
The new mode of the information service platform of industrial cluster in cloud environment Wang Chun; Zhaohaijun This article analyzes the current industrial cluster information Service platform's government-led, the Industry Association Alliance leading and the information technology company leading 3 kinds of service content and the service condition, according to its existence limitation, This paper constructs a new model of information service platform of industry cluster under cloud environment, and analyzes the information service content and operation mode of the new mode. New mode of information service platform of industrial cluster in cloud environment
What is the biggest challenge for companies to implement disaster preparedness in a cloud environment? The biggest challenge of disaster preparedness deployment in a cloud environment is the security of data stored in a cloud environment, especially in storage solutions provided by third parties. Since many customers and their data are usually kept in the cloud, a system that provides cloud services can be compromised, potentially impacting many customers. In this way, cloud service providers should ensure the security of the cloud environment they provide, for example, they should encrypt all customer data, and should deploy sophisticated profiling tools to identify potential threats (such as distributed denial of service attacks) ...
Delivery in a cloud environment is the most delicate and stressful phase of the relationship between IT service providers and customers, and may even affect the cooperation between the TT vendor and the customer. One root cause of this situation is the difficult configuration of traditional IT infrastructures. In the industry, with the increasingly complex application, whether the server, storage and other platform resources seamless integration and achieve optimal deployment, the relationship between the future system application results. "But in the traditional mode of operation, because the entire configuration process involves a lot of manual operation, and requires IT service providers ...
Virtual machine placement algorithm based on network I/O load in HPC Cloud environment Woosung, Wang Fei, Shi Xuan, Jin Hai, Wang Zhiwu with the development of virtualization technology and cloud computing technology, more and more high-performance computing applications are running on cloud computing resources. In high performance computing cloud systems based on virtualization, High-performance computing applications run in multiple virtual machines that may be placed on different physical nodes. If the virtual machines of multiple traffic-intensive jobs are placed on the same physical node, the network i/of the physical nodes will be competing between the virtual machines ...
Research on key technology of water quality safety Service platform in Cloud environment Zhejiang University Guo Sheng This paper uses cloud computing technology to construct water quality Safety Service platform, the integration of heterogeneous water quality information data, high performance parallel computation and remote simulation of water quality model are realized through the construction of distributed data resource layer, virtual computing resource layer and visualized water quality simulation rendering module. , water quality information and early warning information visualization. The main research contents and achievements are as follows: (1) The function requirement analysis of water quality Safety Service platform is completed, and the Water Quality Safety Service platform based on cloud computing technology is finished.
Research and design of joint enrollment system based on cloud environment Guangdong University of Technology Cai Yongqiang This paper introduces the basic theory and service mode of cloud computing, introduces several kinds of cloud computing platforms, and focuses on the key technologies and difficulties of Google's cloud platform, Google App engine, Based on the author's practice in Guangdong Educational Examination Institute, this paper studies the combination of the application of integrated SPRINGMVC framework and Google Cloud platform, and uses the Google Web Toolkit to realize AJ ...
Oracle is now announcing that it will launch the Oracle Enterprise Gateway (Oracle Enterprise Gateways), which will secure XML, Web services, and other types of data in a simple, Easy-to-use way for Oracle Enterprise gateways, while accelerating and integrating data, and select advantageous conditions such as the path to send data to help the enterprise secure the service-oriented architecture (SOA) in the client, across domain boundaries, or in a cloud environment. No SOA customers provide enhanced security performance through validation, authorization, and auditing ...
Research on remote user authentication technology in cloud Environment Lanzhou University of Technology Han Wei This paper proposes a dynamic password authentication scheme based on ECC for cloud environment. This scheme is based on two sides of cloud user and cloud service provider to realize two-way authentication. By using elliptic curve cryptography, the protection of password is enhanced, the function of password modification is increased, and it can resist many kinds of attack methods such as replay attack, man-in-the-middle attack, privileged insider attack, pseudo attack, Denial-of-service attack, The security of the scheme is improved. Compared with the existing cloud authentication scheme, it is found that the scheme is ...
Research on online accounting service model based on cloud environment--a survey of private enterprises in Zhejiang Yang Online accounting services developed based on cloud technology to realize multi-user dynamic and low-cost sharing resources, enterprise financial information processing storage by the large data processing center built in the cloud. This paper investigates the current situation of the application of online accounting service in Zhejiang Private Enterprises, analyzes the typical online accounting service model, discovers that security, data management, personalized service and so on are the main problems that perplex the online accounting service, puts forward to solve these key control points, and constructs the online meeting which is suitable for the private enterprises
Research on green energy-saving of it operation and management in cloud environment Liu Li Shuzhi for the current server application of the massive increase in energy shortages, while the traditional IT service management inefficient, single, resource waste, and complex combinatorial optimization problems, This paper proposes a research on it operation and service model innovation based on cloud computing. Based on cloud computing application environment, this method is based on Web2.0, ITIL V3.0 and SOA architecture, taking cloud Service resource database as core, combining existing traditional it operation and management technology and cloud computing platform management advantages. The study ...
A video-on-demand video streaming task scheduling strategy of Ant colony optimization algorithm in cloud environment Wang Qingfeng Liu Zhiqin Huang Wang Yaobin aiming at the problem of low resource utilization and load inequality in large-scale concurrent video stream scheduling in cloud environment, this paper presents an ant colony optimization (ACO) algorithm based VOD (video-on-demand). Cluster video streaming task scheduling strategy Vodaco. Based on the analysis of the correlation between the expected performance of the video stream and the idle performance of the server, and the definition of the comprehensive capability matching, the mathematic model is established, and the optimal scheduling scheme is searched by Ant Colony optimization method. Through cloud simulation software Cloudsi ...
Cluster load analysis and scheduling strategy in cloud Environment Hangzhou Institute of Technology should Junbenwen firstly, the characteristics of traditional data center and its drawbacks are analyzed, the characteristics of cloud data center are analysed, and then the load monitoring technology and the Libvirt based virtual machine load collection technology are studied. This paper introduces the concept and characteristics of dispatching in cloud environment, and analyzes the scheduling mechanism in cloud environment with OpenStack Cloud Platform as an example. Taking Cloudsim as an example, the cloud simulation technology is analyzed and the main modules are studied. Then, in order to have a deep understanding of ...
A multi-device file synchronization algorithm in cloud environment Liu Shujun, Chang, Frankfurt Cloud Environment, the client and cloud show a dynamic star topology, the client anytime, anywhere online, off-line dynamic characteristics, so that maintaining user data in the consistency between multiple replicas becomes complex. In this paper, a real-time automatic file synchronization algorithm based on file metadata is proposed, and a cloud network client prototype program is realized by calling the open API provided by Peng Yun T disk and combining the synchronization algorithm presented in this paper. A multi-device file synchronization algorithm in cloud environment
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