IDBR: Interaction-Aware Dual-Granularity Learning for Bundle Recommendation by Jinqing Wang, Yuan Cao, Fan Zhang, Feifei Kou, Kaimin Wei, Jinghui Zhang, Jinpeng Chen

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Some Secret Sharing Based on Hyperplanes by Guohui Wang, Yucheng Chen

“…The secret sharing schemes (SSS) are widely used in secure multi-party computing and distributed computing, and the access structure is the key to constructing secret sharing schemes. …”
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Research and Design of Distributed Parallel Processing Cloud CTI System Architecture by Qing Li, Wenhong Zhou

“…CTI is responsible for the agent registration management，scheduling management in call center.Therefore，the CTI system’s stability and performance of the integrated call center platform，the scale of the robustness of the agents will have a direct impact.Based on the research of distributed computing，a high reliability，parallel processing of call center cloud CTI system architecture was provided，as well as the dynamic of the system in the call center agent resources and scheduling need matching method，in order to improve the running stability of the large-scale，the ultra large scale call center platform flat core network element CTI system and the convenient of platform smooth expansion.…”
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PARALLEL COMPUTING IN ECONOMICS - AN OVERVIEW OF THE SOFTWARE FRAMEWORKS by Bogdan OANCEA

“…It introduces the paradigms of parallel computing and emphasizes the new trends in this field - a combination between GPU computing, multicore computing and distributed computing. It also gives examples of problems arising from economics where these parallel methods can be used to speed up the computations.…”
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Low-Scalability Distributed Systems for Artificial Intelligence: A Comparative Study of Distributed Deep Learning Frameworks for Image Classification by Manuel Rivera-Escobedo, Manuel de Jesús López-Martínez, Luis Octavio Solis-Sánchez, Héctor Alonso Guerrero-Osuna, Sodel Vázquez-Reyes, Daniel Acosta-Escareño, Carlos A. Olvera-Olvera

“…This study highlights the relevance of distributed computing in image processing and classification tasks using a low-scalability distributed system built with devices considered obsolete. …”
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The Semantic Web: opportunities and challenges for next-generation Web applications

“…In particular, we present the opportunities that this revolution will bring to us: web-services, agent-based distributed computing, semantics-based web search engines, and semantics-based digital libraries. …”
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Research and Design of Distributed Parallel Processing Cloud CTI System Architecture by Qing Li, Wenhong Zhou

“…CTI is responsible for the agent registration management，scheduling management in call center.Therefore，the CTI system’s stability and performance of the integrated call center platform，the scale of the robustness of the agents will have a direct impact.Based on the research of distributed computing，a high reliability，parallel processing of call center cloud CTI system architecture was provided，as well as the dynamic of the system in the call center agent resources and scheduling need matching method，in order to improve the running stability of the large-scale，the ultra large scale call center platform flat core network element CTI system and the convenient of platform smooth expansion.…”
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Stochastic gradient descent algorithm preserving differential privacy in MapReduce framework by Yihan YU, Yu FU, Xiaoping WU

“…Aiming at the contradiction between the efficiency and privacy of stochastic gradient descent algorithm in distributed computing environment,a stochastic gradient descent algorithm preserving differential privacy based on MapReduce was proposed.Based on the computing framework of MapReduce,the data were allocated randomly to each Map node and the Map tasks were started independently to execute the stochastic gradient descent algorithm.The Reduce tasks were appointed to update the model when the sub-target update models were meeting the update requirements,and to add Laplace random noise to achieve differential privacy protection.Based on the combinatorial features of differential privacy,the results of the algorithm is proved to be able to fulfill ε-differentially private.The experimental results show that the algorithm has obvious efficiency advantage and good data availability.…”
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RDA: A Coq Library to Reason about Randomised Distributed Algorithms in the Message Passing Model by A. Fontaine, A. Zemmari

“…However, their analysis can become very complex, especially in the field of distributed computing. In this paper, we formally model in Coq a class of randomised distributed algorithms. …”
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Computing force network technologies for computing and network integration evolution by Xiaodong DUAN, Huijuan YAO, Yuexia FU, Lu LU, Tao SUN

“…Facing the needs of emerging businesses for networks and computing, how to coordinate distributed computing resources, service applications and network resources to meet service needs has become an urgent problem to be solved. …”
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A survey on edge computing offloading by Youkang ZHU, Guangxue YUE, Xiaohui YANG, Jiansheng LIU

“…Edge computing integrate the computing,storage and other resources on the edge of the network into a unified user service platform.According to the principle of nearest service,the network edge node task request is timely and correspondingly processed.Computational migration is a key issue in edge computing due to limited edge node capabilities,resources,bandwidth,and energy.The causes,evolution and development trends of mobile edge computing were reviewed from the distributed computing,pervasive computing,cloud computing to edge computing as the main line.The characteristics of computing migration at each stage were compared and analyzed,and the classical models were reviewed.The latest research progress and application fields of edge computing were focused on,mobile edge computing models based on energy optimization management were researched and compared.Finally,a time division multiple access based multi-user edge mobile terminal computing migration strategy system for LTE applications was proposed.…”
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Optimizing software crowdsourcing requirements design through machine learning by Turki Alelyani

“…Abstract Crowdsourcing, a distributed computing model on the internet, has opened new avenues for software development. …”
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Survey on research progress for compute first networking by Qingmin JIA, Rui DING, Hui LIU, Chen ZHANG, Renchao XIE

“…With the development of 5G and mobile Internet technology, cloud computing, edge computing and intelligent terminal devices have been developed rapidly.Computing resources indicate a trend of ubiquitous deployment.How to use ubiquitous computing resources efficiently and collaboratively has become a hot topic at present in network field.In this context, the concept of compute first networking (CFN) has been proposed and attracted wide attention.Its basic idea is to enhance utilization of computing resources and improve user experience of network services, by converging computing and network deeply as well as coordinating distributed computing resources.Firstly the background and research status of CFN were analyzed, and then basic structure, workflow, and key technologies about CFN were explicated.Finally, future research directions and challenges about CFN were summarized.…”
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A Framework for Hardware-Accelerated Services Using Partially Reconfigurable SoCs by MACHIDON, O. M., HINTEA, S., SANDU, F.

“…This innovative, service-oriented approach has the potential of bringing a series of benefits for both reconfigurable and distributed computing fields by favoring a hardware-based acceleration of web services and increasing service performance. …”
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A Concept-Value Network as a Brain Model by Kieran Greer

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Choosing between different AI approaches? The scientific benefits of the confrontation, and the new collaborative era between humans and machines by Jordi Vallverdú

“…Huge amount of data requires new ways to make and organize scientific practices: supercomputers, grids, distributed computing, specific software and middleware and, basically, more efficient and visual ways to interact with information. …”
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A logical structure based fault tolerant approach to handle leader election in mobile ad hoc networks by Bharti Sharma, Ravinder Singh Bhatia, Awadhesh Kumar Singh

“…Thus, fast and fault tolerant leader election is a major concern and popular area of research in distributed computing networks, in general, and wireless ad hoc networks, in particular. …”
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Dynamic reprogramming methods for a mobile robot with modular architecture. by V. P. Andreev, P. F. Pletenev

“…The article briefly describes functional-modular architecture of the control system (CS) of a mobile robot implementing distributed computing, which makes it possible to ensure the real-time operation of the modules’ CS even when it’s built using low-power embedded systems. …”
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DistMap: a toolkit for distributed short read mapping on a Hadoop cluster. by Ram Vinay Pandey, Christian Schlötterer

“…In an attempt to ameliorate this bottleneck we present a new tool, DistMap - a modular, scalable and integrated workflow to map reads in the Hadoop distributed computing framework. DistMap is easy to use, currently supports nine different short read mapping tools and can be run on all Unix-based operating systems. …”
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Building method of distributed COW disk on network computing environment by Huai-liang TAN, Zheng LUO, Zai-hong HE, Ren-fa LI

“…Aiming to distributed computing and data centralizing storage in large-scale network computing environments and combining sparse and bursting characteristic of COW(copy-on-write) disk storing modified data blocks,the distributed COW network disk architecture was presented.The system building process of network computing environments was speeded up by apportioning the aggregation spending that server manages all related COW disks of client hosts to each client host.A improving 64bit bitmap compress arithmetic was designed to reduce the size of COW disk’s bitmap,so server disk space was saved and the network communication spending of distributed COW disk was less.The modified prefetching arithmetic based on COW bursting blocks was presented to improve the hit rate of Cache relating with distributed COW disk.Experiments on the prototype show that the distributed COW mechanism can effectively reduce system building latency of multi-client hosts network computing environment based on improving COW bitmap compress and prefetching arithmetic.…”
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