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This article studies the complex staff rescheduling problem arising in the context of Lai Chau hydropower station. Currently, rescheduling task is implemented manually by agreement of switching shifts among workers or by a scheduler. It is a complex and time-consuming operation but obtained schedules have been far below the expectation of the staff as they in general violate working rules and contract...
Many practical networks can be mathematically modeled as graphs. Graph signal processing (GSP), intersecting graph theory and computational harmonic analysis, can be used to analyze graph signals. Just as short-time Fourier transform (STFT) for time-frequency analysis in classical signal processing, we have windowed graph Fourier transform (WGFT) for vertex-frequency analysis in GSP. In this paper,...
Ultra-multi-level PAM-SSB-DFTs-OFDM (Single Side Band DFT spreading Orthogonal Frequency Division Multiplexing) was proposed as one of the attractive approaches to achieve higher spectrum efficiency since it has advantages of lower PAPR (Peak to Average Power Ratio) than OFDM and robustness against reference carrier phase error. However, BER performance degradation caused by reference amplitude error...
In this research, we propose a heterogeneous anomaly-based intrusion detection system (HA-IDS) which is built on both of Field-Programmable Gate Array (FPGA) and Graphics Processing Unit (GPU) platforms. An essential anomaly-based IDS comprises of the two main components: Feature Construction Module (FC) to extract and collect network header information, and Classification Module (CM) to categorize...
Presents the introductory welcome message from the conference proceedings. May include the conference officers' congratulations to all involved with the conference event and publication of the proceedings record.
IoT / Cloud / Big data / Mobile (ICBM) is a new technology paradigm that merges IoT, cloud, big data, and mobile technologies. In this study, we designed and implemented a smart farm environment management system that can collect and monitor information on crop growth utilizing ICBM technology. The wireless system proposed in this paper not only collects environmental data from the inside of a vast...
Nowadays, 360-degree video has become an important component of virtual reality (VR) technology. Unfortunately, this state-of-the-art content type requires a huge bandwidth from a server to a client. In order to solve the bandwidth problem in streaming VR videos over HTTP/2, a dynamic adaptation method is crucial. In this paper, we propose a novel adaptive streaming method based on tiled streaming...
High Efficiency Video Coding (HEVC) is the new video compression standard. A novel optimized architecture of Integer Motion Estimation (IME) for HEVC processing 8K video is presented in this paper. This architecture achieves 8K (7680×4320) video in real time at 43 fps (frames per second) with a frequency of 142 MHz and a latency of 402 clock cycles. The proposed design has been synthesized and simulated...
In the intelligent transportation system, the geometry for the street is an important factor in vehicle monitoring. It helps to point out areas of interest, reduce computing costs, increased accuracy in detecting and identifying objects and facilitate data collection. In this paper, a new robust method of extracting the geometric model of the road is presented. The method is based on vehicle motion...
Text compression based on graph representation model (referred to as “text graph”) is a fairly common approach. However, one of the difficult issues that this approach poses is how to identify nodes that have co-reference relationships in a text graph? This issue is a question that needs to be answered because previous studies have confirmed that it has a great influence on the quality of the summaries...
Building ancestral recombination graphs (ARGs) with the minimum number of recombination events is an essential problem in genomic population studies. Exhaustive search methods have been proposed to solve the problem with few sequences and markers. Recently, we introduced ARG4WG algorithm [1] to build plausible ARGs for whole genomes of thousand samples. However, the ARG4WG algorithm was not designed...
In this work, we propose an efficient architecture for the hardware realization of deep neural networks on reconfigurable computing platforms like FPGA. The proposed neural network architecture employs only one single physical computing layer to perform the whole computational fabric of fully-connected feedforward deep neural networks with customizable number of layers, number of neurons per layer...
In data mining, link prediction for the networks is one of the areas of greatest interest today. Research achievements of link prediction problem can be applied in many fields such as study genetically transferred diseases, online marketing, e-commerce services, discover the structure of criminal networks, friend request in social networks … However, most of researchers focused on predicting the existence...
Paralleling source code is the most common approach to optimize the performance of Android applications on multi-core processors. However, the problem of selecting a good parallel structure and its parameter tube is still a challenge. This paper proposes the performance optimization method based on selecting the best parallel configuration including the parallel structure and corresponding parameter...
Various problems in biomedicine can be formulated as a ranking problem, where a set of candidate components is ranked relatively based on a set of known components. The most popular problem in biomedicine is identification of disease-associated cellular components, where cellular components can be genes, proteins, microRNAs or other molecules. Besides that, a number of problems in pharmacology is...
Design by contract and relational interface theories are powerful for specifying component-based systems. We extend these theories with real-time properties so that our technique can model component-based real-time systems. In addition, we use linear temporal logic (LTL) for specifying the invariant properties of contracts. To specify the interaction between methods in a component, and the interaction...
In this paper, we investigate the impact of timing mismatch among different sub-bands on the performance of a multicarrier spectral-slicing OFDM system with a single coherent receiver, both in the back-to-back configuration and long-distance fiber transmission. Two different timing mismatch models, namely linear timing error and Gaussian timing error, are introduced and investigated. Furthermore,...
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