Enhancing LoRA Model Serving Capacity via Adaptive Operator Scheduling for Multi-Tenancy on GPU by Lingnan Xia, Hua Ma

“…The distinctive design of SGMV facilitates the batching of GPU operations for diverse LoRA models, resulting in a notable enhancement in computational efficiency. The strategy exploits a Search Space Constructor to construct a structured search space, segmenting the program space into overarching structural outlines and intricate implementation particulars to ensure a varied and adaptable operator implementation. …”
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Location Problem - Routing a vehicle with a specified fuel capacity based on a tough time window and customer satisfaction by Mohammad Moshrefi

“…In this research, first, a mixed integer linear programming model is presented and then metaheuristic method based on Non-dominated Sorting Genetic Algorithm is proposed to find the optimal solution. …”
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New Robust Regularized Shrinkage Regression for High-Dimensional Image Recovery and Alignment via Affine Transformation and Tikhonov Regularization by Habte Tadesse Likassa, Wen Xian, Xuan Tang

“…Moreover, the convergence of these new updating equations is scrutinized as well, and the proposed method has less time computation as compared to the state-of-the-art works. …”
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Convergence Study of Minimizing the Nonconvex Total Delay Using the Lane-Based Optimization Method for Signal-Controlled Junctions by C. K. Wong, Y. Y. Lee

“…The cutting-plane algorithm producing an effective signal design will become more computationally attractive with adopting the proposed stopping criterion.…”
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Implementation of Mamdani Method Fuzzy System in Determining Final Semester Grades of UIN Walisongo Semarang Students by Arif Rezky Aprilianto, Budi Cahyono, Mohamad Tafrikan

“…Final semester grades are an important component for students to obtain a pass in completing a course. The program for determining final semester grades using fuzzy Mamdani can be used to facilitate the calculation of final semester grades. …”
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TELECOMMUNICATION TECHNOLOGIES FOR MONITORING OF FUNCTIONAL STATUS OF DRIVERS DURING THEIR WORK by I. V. Fedotova, M. M. Nekrasova, E. V. Runova, A. V. Bakhchina, S. A. Ashirova, V. V. Kozhevnikov, I. S. Shishalov, S. B. Parin, S. A. Polevaya

“…The study of occupational load effect on cardiovascular system was performed with the use of mobile devices included portable sensors and storage device to collect information (smartphone). The developed computer programs were used to calculate spectral indices of heart rhythm variability (HRV). …”
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Transient Time Reduction in Time-Varying Digital Filters via Second-Order Section Optimization by Piotr Okoniewski, Jacek Piskorowski

“…Using a sequential quadratic programming (SQP) algorithm, we determine a time-varying coefficient trajectory over a finite horizon, ensuring a rapid convergence to steady-state behavior. …”
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Multimodal Capacitated Hub Location Problems with Multi-Commodities: An Application in Freight Transport by Alan Osorio-Mora, Francisco Núñez-Cerda, Gustavo Gatica, Rodrigo Linfati

“…This applied research presents a mixed integer linear programming (MILP) model for a capacitated multimodal, multi-commodity HLP. …”
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Multiobjective Evaluation of Configurations for Hybrid Electric Bus Equipped With Hybrid Energy Storage System Based on Optimal Energy Management Strategy by Kegang Zhao, Yelin Xie, Kunyang He, Zhihao Liang, Yanwei Liu

“…This article introduces a multiobjective evaluation method for hybrid powertrain configurations based on the nondominated sorting dynamic programming algorithm and employs parameter selection and collaborative energy management strategy optimization to overcome the challenge of large computational volume. …”
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Optimal control of manipulator with joint clearance compensation via generalized policy learning by Wenting Liu, Qingliang Zeng, Zhiwen Wang, Jun Zhao, Lin Kong

“…The method simultaneously computes feedforward and feedback control actions through an enhanced system approach based on Adaptive Dynamic Programming (ADP) and a performance index function. …”
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An intronic signal for alternative splicing in the human genome. by Necat Havlioglu, Jun Wang, Kazuo Fushimi, Maria D Vibranovski, Zhengyan Kan, Warren Gish, Alexei Fedorov, Manyuan Long, Jane Y Wu

“…An important level at which the expression of programmed cell death (PCD) genes is regulated is alternative splicing. …”
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User preferences in ride-sharing mathematical models for enhanced matching by Zahra Dastani, Hamidreza Koosha, Hossein Karimi, Abolfazl Mohammadzadeh Moghaddam

“…This study proposes a mathematical programming model that integrates user preferences into the ride-sharing problem with transfer. …”
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Identifying Optimal Spatial Groups for Maximum Coverage in Ubiquitous Sensor Network by Using Clustering Algorithms by Simon Fong, Weng Fai Ip, Elaine Liu, Kyungeun Cho

“…In particular, there lies a computational challenge in how these data can be efficiently processed for real-time intelligence. …”
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Electric Vehicle Routing Problem with Heterogeneous Energy Replenishment Infrastructures Under Capacity Constraints by Bowen Song, Rui Xu

“…Through small-scale instance experiments, we have verified the computational complexity of the problem and demonstrated HACO’s superior performance compared to the Gurobi solver. …”
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The Two-Echelon Vehicle Routing Problem with Transshipment Nodes and Occasional Drivers: Formulation and Adaptive Large Neighborhood Search Heuristic by Vincent F. Yu, Minh P. K. Nguyen, Kuza Putra, Aldy Gunawan, I Gusti Bagus Budi Dharma

“…We formulate this problem as a mixed-integer nonlinear programming model and develop an adaptive large neighborhood search (ALNS) to solve it. …”
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Technical Characteristics of the Digital Alternative of Dimers in Contemporary Theatrical Lighting "Al-Hussein's play is an example" by Imad Hadi Abbas

“…The researcher concludes the conclusions of his research, the most important of which are: • The digital alternative of the Dimmer is characterized by high flexibility in working, designing and implementing according to the programs that are originally stored in the computer or that are purchased and worked on.  2. …”
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A directed greybox fuzzer for windows applications by Xin Ren, Peng-fei Wang, Xu Zhou, Kai Lu

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Cup and Disc Segmentation in Smartphone Handheld Ophthalmoscope Images with a Composite Backbone and Double Decoder Architecture by Thiago Paiva Freire, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, José Ribamar Durand Rodrigues Junior

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A microglia clonal inflammatory disorder in Alzheimer’s disease by Rocio Vicario, Stamatina Fragkogianni, Leslie Weber, Tomi Lazarov, Yang Hu, Samantha Y Hayashi, Barbara Craddock, Nicholas D Socci, Araitz Alberdi, Ann Baako, Oyku Ay, Masato Ogishi, Estibaliz Lopez-Rodrigo, Rajya Kappagantula, Agnes Viale, Christine A Iacobuzio-Donahue, Ting Zhou, Richard M Ransohoff, Richard Chesworth, Netherlands Brain Bank, Omar Abdel-Wahab, Bertrand Boisson, Olivier Elemento, Jean-Laurent Casanova, W Todd Miller, Frédéric Geissmann

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TEACHER EDUCATION AND FEATURES OF THE CONTEMPORARY EDUCATIONAL CONTEXT by Irina G. Zakharova

“…It is shown that some of the negative features (the formalization of teaching materials, excessive use of the computer testing due to it’s simplicity, the easiness of obtaining information, etc.), have been manifested in the education to a greater extent than the features, which can enrich the educational process (multimedia, computer modeling, communications). …”
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