SPRD:fast application repackaging detection approach in Android based on application’s UI and program dependency graph by Run WANG, Li’na WANG, Benxiao TANG, Lei ZHAO

“…A two stage detection approach which combine application’s UI and program code based on the observation that repackaging applications merely modify the structure of their user interface was proposed.Firstly,a fast hash similarity detection technique based on an abstracted representation of UI to identify the potential visual-similar repackaging applications was designed.Secondly,program dependency graph is used to represent as the feature of app to achieve fine-grained and precise code clone detection.A prototype system,SPRD,was implemented based on the proposed approach.Experimental results show that the proposed approach achieves a good performance in both scalability and accuracy,and can be effectively applied in millions of applications and billions of code detection.…”
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Study on Minimum Contention Window Size Adjustment Algorithm Based on Neighbor Nodes Number Estimation in Vehicular Ad Hoc Network by Dapeng Li, Tao Yuan, Haitao Zhao

“…In order to solve the periodic broadcast scalability of IEEE 802.11p-based VANET on control channel, a minimum contention window adjustment algorithm based on neighbor nodes number estimation was proposed. …”
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Distributed aggregate algorithm for average query based on WSN by LIU Cai-ping1, LI Ren-fa1, LIU Xi-ping2

“…Analytical and experimental results show that the pro- posed algorithm has the advantages of good scalability、low power consumption, and is able to significantly prolong system life.…”
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Service-based network as a platform: research on a new information communication network architecture by Xiaoyun WANG, Xiaodong DUAN, Tao SUN

“…The deployment of 5G enables the network to expand from serving individuals to the industry.The evolution of mobile communication system was analyzed, and a new architecture development direction-service-based network as a platform was proposed.Facing the fundamental challenge of diversified requirements of industrial scenarios, the new architecture employed “platform” to address the generalization and scalability obstacles, and employed “service” to address heterogeneous characteristics of the network.The network service level assurance could also be guaranteed.The definition, overall architecture and mathematical model of “service-based network as a platform” were given.Based on the innovative practice of 5G service-based architecture (SBA) design, the principles of service design were proposed, and then the hierarchical design ideas were given.…”
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Edwards curves based security authentication protocol for mobile RFID systems by Yu-long YANG, Chang-gen PENG, Zhou ZHOU, Xiao-pei ZHANG

“…Existing work about RFID authentication protocols is usually difficult to adapt to mobile RFID systems.In order to solve the problem，an Edwards curves based security authentication protocol for mobile RFID systems is proposed.The protocol can improve the ability of resisting the side channel attacks by using the Edwards curve and the elliptic curve discrete logarithm problem is applied to implement safety certification.Further the tag and reader’s untraceable privacy is proved by using the provable security method，the security analysis shows that the protocol can be more effective against for various attacks which have existed.Compared with the existing structure similar to RFID authentication protocol，the protocol has better scalability and its security and performance is superior to other solutions.…”
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C3-VQA: Cryogenic Counter-Based Coprocessor for Variational Quantum Algorithms by Yosuke Ueno, Satoshi Imamura, Yuna Tomida, Teruo Tanimoto, Masamitsu Tanaka, Yutaka Tabuchi, Koji Inoue, Hiroshi Nakamura

“…Based on the workload analysis and domain-specific system design focused on variational quantum algorithms (VQAs), we propose the cryogenic counter-based coprocessor for VQAs (C3-VQA) to enhance the design scalability of cryogenic quantum computers under the thermal constraint. …”
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Coordinated Design of Power System Stabilizer and Virtual Inertia Control Using Modified Harris Hawk Optimization for Improving Power System Stability by Mohamad Almas Prakasa, Imam Robandi, Alberto Borghetti, Muhammad Ruswandi Djalal, Waseda Himawari

“…The proposed coordinated PSS-VIC design offers excellent scalability and can effectively improve power system stability across a wide-range of operating conditions.…”
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Assessment of the application of the FA280—a fully automated fecal analyzer for diagnosing clonorchiasis: a mixed-method study by Si-Yue Huang, Qing-Sheng Zeng, Xin-Fu Shi, Yun-Ting He, Yue-Yi Fang, Ying-Si Lai

“…This study aims to evaluate its performance, applicability, and scalability in clonorchiasis diagnosis to explore its potential application in the future. …”
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Recent advances in domain decomposition methods for large-scale saddle point problems by Nataf, Frédéric, Tournier, Pierre-Henri

“…Scalability of parallel solvers for problems with high heterogeneities relies on adaptive coarse spaces built from generalized eigenvalue problems in the subdomains. …”
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Hierarchical data grid resource allocation based on quotient space theory by Chun-zhong XIA, Shun-lin SONG

“…In order to solve the problems of falling into local optimum value and converging too slowly when allocating resources in hierarchical data grid using traditional algorithms,the granular computing was introduced and a quotient space theory based hierarchical data grid resource allocation (QSHDGRA) algorithm was proposed.Firstly,the charac-teristics of hierarchical data grid were analyzed.Secondly,a reconciling model of minimum average waiting time and maximum network and node resource utilization was defined,and then the QSHDGRA algorithm was designed.The al-gorithm can allocate resources from coarse granularities to fine ones,so it can guarantee the QoS of different businesses and make global optimal resource allocation.Simulation results show that QSHDGRA can improve overall system throughput with faster convergence speed and linear scalability.…”
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Research on Image Recognition and Classification Algorithms in Cloud Computing Environment Based on Deep Neural Networks by Zheshu Jia

“…The integration of CNNs with cloud computing has significantly enhanced the speed, scalability, and usability, enabling the real-time analysis of extremely extensive picture datasets. …”
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Research on SaaS Support Architecture and Key Technologies by Xiaodong Zhang, Lanshun Nie, Fanchao Meng

“…The problems of performance and scalability by consistent hashing feedback algorithm and three stages of dynamical extending and deploying strategy were solved. …”
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Machine Learning in Information and Communications Technology: A Survey by Elias Dritsas, Maria Trigka

“…Machine learning (ML) has emerged as a powerful tool, enabling more adaptive, efficient, and scalable systems in this field. This article presents a comprehensive survey on the application of ML techniques in ICT, covering key areas such as network optimization, resource allocation, anomaly detection, and security. …”
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Meteorological Data Analysis Using MapReduce by Wei Fang, V. S. Sheng, XueZhi Wen, Wubin Pan

“…The experimental results show that MK-means has more computing ability and scalability.…”
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Stochastic algorithm for HDFS data theft detection based on MapReduce by Yuanzhao GAO, Binglong LI, Xingyuan CHEN

“…To address the problems of big data efficient analysis and insider theft detection in the data theft detection of distributed cloud computing storage,taking HDFS (hadoop distributed file system) as a case study,a stochastic algorithm for HDFS data theft detection based on MapReduce was proposed.By analyzing the MAC timestamp features of HDFS generated by folder replication,the replication behavior’s detection and measurement method was established to detect all data theft modes including insider theft.The data set which is suitable for MapReduce task partition and maintains the HDFS hierarchy was designed to achieve efficient analysis of large-volume timestamps.The experimental results show that the missed rate and the number of mislabeled folders could be kept at a low level by adopting segment detection strategy.The algorithm was proved to be efficient and had good scalability under the MapReduce framework.…”
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Flow-network based auto rescale strategy for Flink by Ziyang LI, Jiong YU, Chen BIAN, Yitian ZHANG, Yonglin PU, Yuefei WANG, Liang LU

“…In order to solve the problem that the load of big data stream computing platform is increasing with fluctuation while the cluster was not able to rescale efficiently,the Flow-network based auto rescale strategy for Flink was proposed.Firstly,the flow-network model was set up and the capacity of each edge that was calculated by self-learning algorithm.Secondly,the bottleneck of the cluster was acquired by maximum-flow algorithm and the resource rescheduling plan was drawn up.Finally,the resource rescheduling plan was executed and the stateful data was migrated efficiently by the data migration algorithm based on the strategy of data partitioning by bulk and bucket.The experimental results show that the strategy can effectively provide performance promotion in the application with complex stateful data.It improved the throughput of the cluster and reduced the time overhead of the data migration on the premise of satisfying the latency constrain of the application,which means that the strategy promotes the scalability of the cluster efficiently.…”
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Energy- and Cognitive-Radio-Aware Routing in Cognitive Radio Sensor Networks by Christian H. W. Oey, Ivan Christian, Sangman Moh

“…Furthermore, our simulation results show that, in relatively heavy traffic environment, ECR outperforms AODV in terms of network lifetime and packet delivery ratio. Nevertheless, scalability and communication complexity become the major issues of this protocol.…”
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Tracing the Blockchain Challenges in Healthcare: A Topic Modeling and Bibliometric Analysis by Mohammad Mehraeen, Laya Mahmoudi

“…As a result, five critical challenges have been identified regarding the use of blockchain in healthcare including data privacy/security, scalability, governance, interoperability and standards, and cost.…”
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The transition of food systems towards sustainability: The role of digitalization by Gianluca Brunori

“…It acknowledges that digitalization, while offering numerous benefits such as efficiency and scalability, does not inherently lead to sustainability. …”
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User allocation technology for multi-dimensional resource optimization of LEO satellite by ZHOU Jiaen, ZHAO Yafei, PENG Mugen

“…Direct-to-mobile satellite communication technology offers advantages such as portability, low cost, and large user scalability, promising extensive commercial and application prospects. …”
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