Results 31 to 40 of about 777,757 (186)
Twin delayed deep deterministic policy gradient-based intelligent computation offloading for IoT
Digital Communications and Networks, 2023 In view of the randomness distribution of multiple users in the dynamic large-scale Internet of Things (IoT) scenario, comprehensively formulating available resources for fog nodes in the area and achieving computation services at low cost have become ...
Siguang Chen, Bei Tang, Kun Wang
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IEEE Access, 2018 In this paper, we propose a distributed joint computation offloading and resource allocation optimization (JCORAO) scheme in heterogeneous networks with mobile edge computing.
Jing Zhang +3 more
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International Journal of Electrical Power & Energy SystemsAn increase in the share of weather-dependent generation at low voltage levels necessitates incorporating the low-voltage network in optimizing a distribution network.
Aeishwarya Baviskar +4 more
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Long-context inference optimization for large language models: a survey
大数据With the rapid development of large language model (LLM) technology, the demand for processing long-text inputs has been increasing. However, long-text inference faces challenges such as high memory consumption and latency.
TAO Wei +3 more
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Probabilistic Adaptive Computation Time
, 2017 We present a probabilistic model with discrete latent variables that control the computation time in deep learning models such as ResNets and LSTMs. A prior on the latent variables expresses the preference for faster computation.
Figurnov, Michael +2 more
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Evolutionary computation in optimization and identification
Computer Assisted Methods in Engineering and Science, 2023 The aim of the paper is to present the application of the evolutionary algorithms to selected optimization and identification problems of mechanical systems. The coupling of evolutionary algorithms with the finite element method and the boundary element
Tadeusz Burczyński +5 more
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Optimal Offloading in Fog Computing Systems With Non-Orthogonal Multiple Access
IEEE Access, 2018 Fog computing has recently become a promising method to meet the increasing computation demands from mobile applications in the Internet of Things (IoT). In fog computing, the computation tasks of an IoT device can be offloaded to fog nodes.
Ziling Wei, Hai Jiang
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Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization
, 2011 Relative to the large literature on upper bounds on complexity of convex optimization, lesser attention has been paid to the fundamental hardness of these problems.
Agarwal, Alekh +3 more
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JUTAR: Joint User-Association, Task-Partition, and Resource-Allocation Algorithm for MEC Networks
Sensors, 2023 Mobile edge computing (MEC) is a promising technique to support the emerging delay-sensitive and compute-intensive applications for user equipment (UE) by means of computation offloading.
Ling Kang +5 more
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A Collection of Challenging Optimization Problems in Science, Engineering and Economics
, 2015 Function optimization and finding simultaneous solutions of a system of nonlinear equations (SNE) are two closely related and important optimization problems.
Grosan, Crina, Mehta, Dhagash
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