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检索条件"主题词=Real-Time Data Processing"

共 149 条记录，以下是91-100 订阅

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OPC Technology Application in a Steel Galvanizing Line Information System 27

OPC Technology Application in a Steel Galvanizing Line Infor...

引用

27th Chinese Control and Decision Conference (CCDC)

作者： Zhang, Qingxin Wang, Dehui Li, Yan Li, Zhiyong Wang, Guanpeng Shenyang Aerosp Univ Automat Inst Shenyang 110136 Peoples R China Baosteel Cold Rolling Mill Shanghai 201900 Peoples R China

ISBN: (纸本)9781479970162

A steel C908 galvanizing line voice alarm system is established under the OPC standard, and OPC data acquisition server collected field production data, then the data is sent to voice alarm client by UDP protocol. According to the requests of field production client the judgement is made whether production is affected by fault or not, when major failure occurs, the system voice provides alarm information and other related contents. This paper, combining object-oriented thinking with traditional software design methods, realized the OPC data acquisition, UDP data transmission, real-time data processing, monitoring and information management to galvanizing process. This system reduced the frequency of major accidents, improved production efficiency and good results were got in online operation.

关键词： OPC technology Voice alarm real-time data processing Information technology

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Area and Performance Evaluation of Central DMA Controller in Xilinx Embedded FPGA Designs 25

Area and Performance Evaluation of Central DMA Controller in...

引用

25th Iranian Conference on Electrical Engineering (ICEE)

作者： Shanehsazzadeh, Faezeh Sadri, Mohammad Sadegh Isfahan Univ Technol ICTI Esfahan Iran

ISBN: (纸本)9781509059638

real-time processing of a large amount of data is required in every digital signal processing task performed on FPGAs. Efficient, high throughput and low overhead transfer of data between sub-modules in an FPGA based embedded system can be a challenging problem. Availability of soft and hard CPU cores, their related infrastructure and development tools for FPGAs, provide us with the possibility of creating a complete system on a single FPGA. Different DMA transfer techniques provide sub-modules with the possibility of high performance data transfer without CPU intervention. Focusing on Xilinx FPGA devices which contain PowerPC hard CPU core, we have performed a detailed study of a DMA transfer technique based on central management of data movements. data transfer performance of the system is evaluated carefully in different scenarios, thus proving the effectiveness of exploiting central DMA controller in practical applications. Linux is the dominant OS in most of FPGA based embedded systems. Simplified management and utilization of central DMA transfers can become feasible by the means of suitable kernel mode drivers. We have developed required building elements of such low level driver.

关键词： Embedded Systems PowerPC hard core DMA transfer real-time data processing Linux drivers

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Storm Blueprints : Patterns for Distributed real-time Computation 1

引用

2014年

作者： P. Taylor Goetz Brian O'Neill

ISBN: (数字)9781782168300

ISBN: (纸本)9781782168294

A blueprints book with 10 different projects built in 10 different chapters which demonstrate the various use cases of storm for both beginner and intermediate users, grounded in real-world example *** the book focuses primarily on Java development with Storm, the patterns are more broadly applicable and the tips, techniques, and approaches described in the book apply to architects, developers, and ***, the book should provoke and inspire applications of distributed computing to other industries and domains. Hadoop enthusiasts will also find this book a good introduction to Storm, providing a potential migration path from batch processing to the world of real-time analytics.

关键词： data structures (Computer science) real-time data processing

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An Automatic Navigation System for New Technical Advanced Drones for Different Alpplications 5

An Automatic Navigation System for New Technical Advanced Dr...

引用

5th IEEE International Conference on Computing, Power, and Communication Technologies, IC2PCT 2024

作者： Talwandi, Navjot Singh Thakur, Payal Khare, Shanu Chandigarh University Dept of Computer Science Engineering Punjab India

ISBN: (纸本)9798350383522

Autonomous pilot technology integrated into drones has ushered in a new era of unmanned aircraft systems, creating a multitude of applications This abstract examines the importance of the importance and potential of autonomous pilot aircraft, underscoring its transformative impact on industries ranging from agriculture to surveillance and beyond Navigation requires intelligent a unmanned aerial vehicles (UAVs) will be equipped with sophisticated artificial and sensor systems, enabling them to operate autonomously without constant human intervention A rapidly growing field in robotics and aerospace technology Tires It is showing to do so, the paper provides a comprehensive overview, including key concepts, challenges, and recent developments in autonomous automation enter the box. It also discusses, and educates, the critical importance of real-time operations, the critical role of obstacle detection and avoidance systems, and the use of GPS and optical-based navigation delves into how machine learning and artificial intelligence enhance the autonomy of drones. In addition, the paper explores the many potential applications and benefits of autonomous drone communications, from search and rescue missions to precision agricultural delivery Growing interest and investment in this technology in 2013 highlights its potential to transform industries, promising a future marked by improved safety and performance. © 2024 IEEE.

关键词： and applications artificial intelligence Autonomous drones GPS machine learning navigation obstacle avoidance real-time data processing vision-based navigation

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Research on the Application of Cloud-Edge Collaborative Computing Model in IoT Scenarios 2

Research on the Application of Cloud-Edge Collaborative Comp...

引用

2nd IEEE International Conference on Electrical, Automation and Computer Engineering, ICEACE 2024

作者： Ma, Shuo Shandong University of Political Science and Law Business School Jinan China

ISBN: (纸本)9798350368208

This project studies the cloud-edge collaboration model for typical IoT scenarios such as smart homes. First, this paper intends to combine cloud computing technology with the low-latency characteristics of edge computing to improve real-time performance and data processing efficiency. Then a cloud computing-edge collaboration framework suitable for IoT applications is proposed. After the initial data processing is completed at the border node, the data that needs to be deeply analyzed is uploaded to the cloud to achieve higher efficiency. Finally, the effectiveness of the proposed algorithm is verified through simulation experiments. Experiments have shown that compared with traditional cloud computing models, the data processing speed, latency and bandwidth utilization of cloud-edge collaborative computing have been significantly improved. Especially in smart home systems, this model can effectively interact between devices and meet real-time needs. After precise data analysis and simulation calculations, it is proved that this method is effective and feasible. © 2024 IEEE.

关键词： Cloud-edge collaboration edge computing Internet of Things real-time data processing smart home

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real-time and distributed real-time systems

引用

2016年

作者： Amitava Gupta Anil Kumar Chandra Peter Luksch

ISBN: (纸本)9781466598478;1466598476

Digital computers have revolutionized computation and transformed how computers are used to control systems in real life, giving birth to real-time systems. Furthermore, massive developments in the communications domain have made it possible for real-time systems to perform coordinated actions over communication interfaces, resulting in the evolution of distributed real-time systems. real-time and Distributed real-time Systems: Theory and Applications presents a variety of techniques to design, analyze, implement, verify, and validate such systems. The book begins by introducing the basic principles of real-time and distributed real-time systems and then: Delivers a detailed analysis of a number of common, real-time communication protocols Discusses advancements beyond the standard-switched Ethernet, including multi-stream transmission control protocol/internet protocol (TCP/IP) Depicts the design of distributed real-time systems applications using methodology based on a finite state machine (FSM) representation of a real-time system and its corresponding implementation using Simulink Stateflow Demonstrates how MATLAB can be used to develop real-time applications and integrate those applications over a communication network to form a distributed real-time system Describes the MATLAB/Simulink-based Truetime as a tool used for the simulation of protocols and distributed real-time system applications in a MATLAB environment Delineates the classification of distributed real-time systems applications in terms of failure criticality and severity, safety and integrity levels, life cycle stages, and verification and validation techniques Individual chapters are supplemented by numerical and analytical problems or simulation exercises to ensure the reader gains a solid grasp of the concepts.

关键词： Electronic data processing real-time data processing

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Augmented reality : An Emerging Technologies Guide to AR

引用

2012年

作者： Gregory Kipper Joseph Rampolla

ISBN: (数字)9781597497343

ISBN: (纸本)9781597497336

With the explosive growth in mobile phone usage and rapid rise in search engine technologies over the last decade, augmented reality (AR) is poised to be one of this decade's most disruptive technologies, as the information that is constantly flowing around us is brought into view, in real-time, through augmented reality. In this cutting-edge book, the authors outline and discuss never-before-published information about augmented reality and its capabilities. With coverage of mobile, desktop, developers, security, challenges, and gaming, athis book gives you a comprehensive understanding of what augmented reality is, what it can do, what is in store for the future and most importantly: how to benefit from using AR in our lives and careers. Educatesareadersahow best to use augmented reality regarless of industryProvides an in-depth understanding of AR and ideas ranging from new business applications to new crime fighting methods Includes actual examples and case studies from both private and government applications

关键词： Augmented reality Human-computer interaction real-time data processing Computer graphics Three-dimensional display systems Interactive multimedia

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Enhancement of the ASDEX Upgrade real-time Plasma Position Reflectometry Diagnostic 19

Enhancement of the ASDEX Upgrade Real-Time Plasma Position R...

引用

19th real time Conference (RT)

作者： Santos, J. M. Santos, G. S. Zilker, M. Guimarais, L. Rapson, C. Treutterer, W. Goncalves, B. Univ Lisbon Inst Super Tecn Inst Plasmas & Fusao Nucl P-1049001 Lisbon Portugal Max Planck Inst Plasma Phys D-85748 Garching Germany

ISBN: (纸本)9781479936601

Microwave O-mode reflectometry is a diagnostic technique that will play an important supplementary role for plasma position control for ITER and forseeably for DEMO. Density profiles from reflectometry will provide, at high temporal resolutions, estimates of the gap between the plasma magnetic separatrix and the tokamak vessel walls. These estimates will be used to detect and correct drifts in the magnetic gap measurements, the primary measurements used for plasma position and shape control. The feasibility of this alternative feedback control approach was demonstrated in 2011 on ASDEX Upgrade (AUG) [1], where the reflectometry gap estimate actually replaced the corresponding magnetic measurement in the position control loop. Presently, the AUG's real-time (RT) reflectometry diagnostic is being upgraded to improve not only its density range coverage but also its acquisition and RT data processing performance. The diagnostic is now capable of acquiring a total of 16 channels (previously 8) from which 8, corresponding to microwave bands K, Ka, Q and V from both the high (HFS) and low field side (LFS) reflectometers, are used in the RT density profile and separatrix gap calculations. The modern NUMA hardware architecture of the updated data processing server allows for an efficient and separate handling of the data-flows produced by the hosted acquisition systems. The higher RAM and CPU interconnection bandwidths allow the implementation of new operation modes that exploit the very high data throughput (> 1.2 GB/s) of each of the two used acquisition boards. RT reconstruction of the density profiles is a complex algorithm, whose performance will also be improved by the additional processing power (16 cores instead of 8). The system was specified to acquire and store HFS and LFS density profile data every < 250 mu s whilst simultaneously producing profile measurements for RT control every 1 ms. In this new operation mode, identical to the one planned for the ITER plasma

关键词： ASDEX upgrade high throughput data acquisition ITER control diagnostics plasma position control real-time data processing real-time reflectometry

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Terabit sampling system with photonic time-stretch analog-to-digital converter 7

Terabit sampling system with photonic time-stretch analog-to...

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Conference on real-time Measurements, Rogue Phenomena, and Single-Shot Applications VII at SPIE LASE Conference

作者： Caselle, M. Bielawski, S. Manzhura, O. Chilingaryan, S. Dritschler, T. Ebersoldt, A. Kopmann, A. Nasse, M. J. Patil, M. M. Brundermann, E. Roussel, E. Szwaj, C. Muller, A-S Karlsruhe Inst Technol Hermann von Helmholtz Pl 1 Eggenstein Leopoldshafen Germany Univ Lille Ctr Etud Rech & Applicat CERLA CNRS UMR 852PhLAMPhys Lasers Atomes & Mol F-59000 Lille France

ISBN: (纸本)9781510648449;9781510648432

The detection of rapid dynamics in diverse physical systems is traditionally very difficult and strongly dominated by several noise contributions. Laser mode-locking, electron bunches in accelerators and optical-triggered phases in materials are events that carry important information about the system from which they emerge. To understand the underlying dynamics of complex systems often large numbers of single-shot measurements must be acquired continuously over a long time with extremely high temporal resolution. Ultrafast real-time instruments allow the acquisition of large data sets, even for rare events, in a relatively short time period. The real-time measurement of fast single-shot events with large record lengths is one of the most challenging problems in the fields of instrumentation and measurement. In this contribution, the novel ultra-fast and continuous data sampling system THERESA using photonic time-stretch is presented and its performance is discussed. The proposed data acquisition system is based on the latest ZYNQ Radio Frequency System on Chip (ZYNQ-RFSoC) family from Xilinx, which combines an array of fast (GS/s) multi-channel Analog-to-Digital Converters (ADCs) with a Field Programmable Gate Array (FPGA) and a multi-core ARM processor in a single heterogeneous programmable device. The stretched pulse is sampled in parallel by 16 wideband sampling channels operating in time-interleaving mode. The sampled data is transferred by a 100Gb Ethernet data link to the data Acquisition (DAQ) compute node for further analysis. The combination of both, the photonic time-stretch and the fast sampling system, is capable of sampling short pulses with femtosecond time resolution. Applications of the new system, hardware implementation and the commissioning of the first system for the electron bunch diagnostics are presented.

关键词： Photonic time-stretch femtosecond time resolution mode-locked lasers characterization electron bunches in accelerators single shot measurement ZYNQ-RFSoC time-interleaving ADC real-time data processing

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Twitter Heron: Stream processing at Scale 15

Twitter Heron: Stream Processing at Scale

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ACM SIGMOD International Conference on Management of data

作者： Kulkarni, Sanjeev Bhagat, Nikunj Fu, Maosong Kedigehalli, Vikas Kellogg, Christopher Mittal, Sailesh Patel, Jignesh M. Ramasamy, Karthik Taneja, Siddarth Twitter Inc San Francisco CA 94103 USA Univ Wisconsin Madison WI 53706 USA Twitter San Francisco CA USA

ISBN: (纸本)9781450327589

Storm has long served as the main platform for real-time analytics at Twitter. However, as the scale of data being processed in real-time at Twitter has increased, along with an increase in the diversity and the number of use cases, many limitations of Storm have become apparent. We need a system that scales better, has better debug-ability, has better performance, and is easier to manage - all while working in a shared cluster infrastructure. We considered various alternatives to meet these needs, and in the end concluded that we needed to build a new real-time stream data processing system. This paper presents the design and implementation of this new system, called Heron. Heron is now the de facto stream data processing engine inside Twitter, and in this paper we also share our experiences from miming Heron in production. In this paper, we also provide empirical evidence demonstrating the efficiency and scalability of Heron.

关键词： Stream data processing systems real-time data processing

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