Search Results - automation data and computation partitioning

A Code-Oriented Partitioning Computation Offloading Strategy for Multiple Users and Multiple Mobile Edge Computing Servers by Ding, Yan, Liu, Chubo, Zhou, Xu, Liu, Zhao, Tang, Zhuo

“…In this article, we investigate code-oriented partitioning computation offloading strategy for multiple user equipments (UEs…”
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Computation Partitioning for Mobile Cloud Computing in a Big Data Environment by Li, Jianqiang, Huang, Luxiang, Zhou, Yaoming, He, Suiqiang, Ming, Zhong

“… Big data can be handled via MCC. In this paper, we propose a model of computation partitioning for stateful data in the dynamic environment that will improve the performance…”
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iG-kway: Incremental k-way Graph Partitioning on GPU by Lee, Wan Luan, Jiang, Shui, Lin, Dian-Lun, Chang, Che, Zhang, Boyang, Chung, Yi-Hua, Schlichtmann, Ulf, Ho, Tsung-Yi, Huang, Tsung-Wei

“…Recent advances in GPU-accelerated graph partitioning have achieved significant performance gains but remain limited to full graph partitioning, lacking support for incremental updates…”
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PHyPO: Priority-based Hybrid task Partitioning and Offloading in mobile computing using automated machine learning by Bano, Shehr, Abbas, Ghulam, Bilal, Muhammad, Abbas, Ziaul Haq, Ali, Zaiwar, Waqas, Muhammad

“… To resolve these issues, a Priority-based Hybrid task Partitioning and Offloading (PHyPO) scheme is introduced in this paper, which prioritizes the tasks with high time sensitivity and offloads them intelligently…”
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A Hybrid Evolutionary Algorithm for the Clique Partitioning Problem by Lu, Zhi, Zhou, Yi, Hao, Jin-Kao

“…The clique partitioning problem (CPP) of an edge-weighted complete graph is to partition the vertex set <inline-formula> <tex-math notation="LaTeX">V </tex-math…”
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A Probabilistic Niching Evolutionary Computation Framework Based on Binary Space Partitioning by Huang, Ting, Gong, Yue-Jiao, Chen, Wei-Neng, Wang, Hua, Zhang, Jun

“… inefficient. This article proposes a probabilistic niching evolutionary computation framework that guides the future search based on more sufficient historical information, in order to locate diverse and high-quality solutions…”
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Joint Task Partitioning and Resource Allocation in RAV-Enabled Vehicular Edge Computing Based on Deep Reinforcement Learning by Liang, Hongbin, Zhang, Han, Ale, Laha, Hong, Xintao, Wang, Lei, Jia, Qiong, Zhao, Dongmei

“… By bringing computation closer to the vehicles, VEC reduces data transmission, minimizes latency, and boosts performance for compute-intensive applications…”
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An optimal microarchitecture for stencil computation acceleration based on non-uniform partitioning of data reuse buffers by Cong, Jason, Peng Li, Bingjun Xiao, Peng Zhang

“… The high-throughput computation raises a high data demand. To prevent data accesses from being the bottleneck, on-chip memories are used as data reuse buffers to reduce off-chip accesses…”
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Online Dependent Task Offloading by Application Partitioning in Edge Intelligence for Internet of Vehicles by Wang, Wenhua, Zhang, Yilin, Zhang, Yutao, Liu, Qin, Wang, Tian, Jia, Weijia

“… To handle the large amount of collected data, distributed edge intelligence is a promising paradigm in which the edge server share data and computing resources with each other, providing low-latency…”
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Computation of Minimal Siphons in Petri Nets Using Problem Partitioning Approaches by You, Dan, Karoui, Oussama, Wang, Shouguang

“… The proposed algorithm is an improved version of the global partitioning minimal-siphon enumeration (GPMSE…”
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SynCircuit: Automated Generation of New Synthetic RTL Circuits Can Enable Big Data in Circuits by Liu, Shang, Wang, Jing, Fang, Wenji, Xie, Zhiyao

“…In recent years, AI-assisted IC design methods have demonstrated great potential, but the availability of circuit design data is extremely limited, especially in the public domain…”
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Cascade Learning by Optimally Partitioning by Pang, Yanwei, Cao, Jiale, Li, Xuelong

“… Their objective functions are not directly related to minimum computation cost. These algorithms are not guaranteed to have optimal solution in the sense of minimizing computation cost…”
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Yet Another Computation-Oriented Necessary and Sufficient Condition for Stabilizability of Switched Linear Systems by Fiacchini, Mirko

“…This article presents a computational method to test the stabilizability of discrete-time switched linear systems. The existence of a conic cover of the space…”
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A Differential Evolution Algorithm With Adaptive Niching and K-Means Operation for Data Clustering by Sheng, Weiguo, Wang, Xi, Wang, Zidong, Li, Qi, Zheng, Yujun, Chen, Shengyong

“…Clustering, as an important part of data mining, is inherently a challenging problem…”
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Boosting Cooperative Coevolution for Large Scale Optimization With a Fine-Grained Computation Resource Allocation Strategy by Ren, Zhigang, Liang, Yongsheng, Zhang, Aimin, Yang, Yang, Feng, Zuren, Wang, Lin

“…). However, traditional CC algorithms often waste part of the computation resource (CR) as they equally allocate CR among all subproblems…”
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Anchor First, Accelerate Next: Revolutionizing GNNs with PIM by Harnessing Stationary Data by Chen, Jiaxian, Qi, Yuxuan, Zhu, Yongbiao, Yuan, Jianan, Sun, Kaoyi, Wang, Tianyu, Ma, Chenlin, Wang, Yi

“…Substantial data movement caused by irregular graph topologies hinders the efficient processing of graph neural networks (GNNs…”
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Elastic Differential Evolution for Automatic Data Clustering by Chen, Jun-Xian, Gong, Yue-Jiao, Chen, Wei-Neng, Li, Mengting, Zhang, Jun

“…In many practical applications, it is crucial to perform automatic data clustering without knowing the number of clusters in advance…”
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Large-scale multi-robot task allocation via dynamic partitioning and distribution by Liu, Lantao, Shell, Dylan A.

“… We observe that an assignment can be computed through coarsening and partitioning operations on the standard utility matrix via a set of mature partitioning techniques and programs…”
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DARIC: A Data Reuse-Friendly CGRA for Parallel Data Access via Elastic FIFOs by Liu, Dajiang, Mou, Di, Zhu, Rong, Zhuang, Yan, Shang, Jiaxing, Zhong, Jiang, Yin, Shouyi

“… For parallel data accesses, uniform memory partitioning is usually introduced to CGRA for better pipelining performance…”
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Bounded Confidence Gossip Algorithms for Opinion Formation and Data Clustering by Nguyen, Linh Thi Hoai, Wada, Takayuki, Masubuchi, Izumi, Asai, Toru, Fujisaki, Yasumasa

“…This paper presents a bounded confidence gossip algorithm for describing the process of opinion formation over a communication network. Each agent in the…”
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