Výsledky vyhledávání - key york parallel/distributed algorithms

Exploiting Simultaneous Communications to Accelerate Data Parallel Distributed Deep Learning Autor Shi, Shaohuai, Chu, Xiaowen, Li, Bo

“…) is a key ingredient to improve communication efficiency. However, existing tensor fusion techniques schedule the communication tasks sequentially, which overlooks their independence nature…”
Získat plný text

Using parallel & distributed computing for real-time solving of vehicle routing problems with stochastic demands Autor Juan, Angel A., Faulin, Javier, Jorba, Josep, Caceres, Jose, Marquès, Joan Manuel

“… Thus, for a given VRPSD instance, our algorithm considers different levels of safety stocks…”
Získat plný text

Parallel distributed numerical simulations in aeronautic applications Autor Alléon, G., Champagneux, S., Chevalier, G., Giraud, L., Sylvand, G.

“…The numerical simulation plays a key role in industrial design because it enables to reduce the time and the cost to develop new products…”
Získat plný text

Performance evaluation of modern broadwell architecture of a parallel & distributed microprocessor Autor Saeed, Kanwal, Raja, Gulistan

“… The key simulation prospects and features which need to be enhanced in the future products of the low power microprocessor family have been identified. Simulation results show that the low clock frequency processors provide both efficient processing capabilities along with reduced power consumption, after we compared them with a high clock frequency microprocessor…”
Získat plný text

A Latency-Hiding Algorithm for ABMS on Parallel/Distributed Computing Environment Autor Li-li Chen, Jian-xin Huang, Jing Zhang

“…) on parallel/distributed computing platform is proposed. The key idea of this algorithm is using redundant computations to hide communication latencies…”
Získat plný text

Specification and analysis of parallel/distributed software and systems by Petri nets with transition enabling functions Autor Papelis, Y.E., Casavant, T.L.

“…An approach for visually specifying parallel/distributed software using Petri nets (PNs…”
Získat plný text

Fast and Precise: Parallel Processing of Vehicle Traffic Videos Using Big Data Analytics Autor Perafan-Villota, Juan C., Mondragon, Oscar H., Mayor-Toro, Walter M.

“… Computer vision can be used in combination with parallel distributed systems to provide city authorities tools for automatic and fast processing of stored videos to determine the most significant…”
Získat plný text

Distributed dictionary learning for industrial process monitoring with big data Autor Huang, Keke, Wei, Ke, Li, Yonggang, Yang, Chunhua

“… Therefore, this paper proposes a distributed dictionary learning algorithm based on the MapReduce framework…”
Získat plný text

Data Analysis-Oriented Stochastic Scheduling for Cost Efficient Resource Allocation in NFV Based MEC Network Autor Li, Baozhu, Hou, Fen, Yang, Gangqiang, Zhao, Hui, Chen, Shanzhi

“… Data sets with a parallel, distributed algorithm on a cluster. Due to limited resource configuration, it is hard for end users to deal with computing-intensive data analysis tasks by themselves…”
Získat plný text

Massively-parallel Lagrangian particle code and applications Autor Yuan, Shaohua, Aguilar, Mario Zepeda, Naitlho, Nizar, Samulyak, Roman

“…Massively-parallel, distributed-memory algorithms for the Lagrangian particle hydrodynamic method (Samulyak et al., 2018…”
Získat plný text

Scalable distributed data cube computation for large-scale multidimensional data analysis on a Spark cluster Autor Lee, Suan, Kang, Seok, Kim, Jinho, Yu, Eun Jung

“… However, MapReduce incurs the overhead of disk I/Os and network traffic. To overcome these MapReduce limitations, Spark was recently proposed as a memory-based parallel/distributed processing framework…”
Získat plný text

Parallel Lasso for Large-Scale Video Concept Detection Autor Geng, Bo, Li, Yangxi, Tao, Dacheng, Wang, Meng, Zha, Zheng-Jun, Xu, Chao

“… In this paper, we propose parallel lasso (Plasso) by introducing the parallel distributed computation to significantly improve the scalability of lasso…”
Získat plný text

Scalable Multi-Versioning Ordered Key-Value Stores with Persistent Memory Support Autor Nicolae, Bogdan

“…Ordered key-value stores (or sorted maps/dictionaries) are a fundamental building block in a large variety of both sequential and parallel/distributed algorithms…”
Získat plný text

Energy Efficient Access Selection Algorithm using Cognitive Wireless Sensor Networks Autor Kalpana, S., Gunasundari, R.

“… In parallel, distributed learning automation protocol used in access selection algorithm improves the signal strength, finds the best path with enhanced network life time along with minimum energy consumption…”
Získat plný text

Multiobjective fuzzy genetics-based machine learning based on MOEA/D with its modifications Autor Nojima, Yusuke, Arahari, Koki, Takemura, Shuji, Ishibuchi, Hisao

“… MOEA/D is one of the most well-known decomposition-based EMO algorithms. The key idea is to divide a multiobjective optimization problem into a number of single…”
Získat plný text

Efficient Anytime Anywhere Algorithms for Closeness Centrality in Large and Dynamic Graphs Autor Santos, Eunice E., Korah, John, Murugappan, Vairavan, Subramanian, Suresh

“… (evolving at different rates) networks have focused on leveraging new high performance architectures, parallel/distributed tools and novel data structures…”
Získat plný text

Optimizing Machine Learning Algorithms on Multi-Core and Many-Core Architectures Using Thread and Data Mapping Autor Serpa, Matheus S., Krause, Arthur M., Cruz, Eduardo H.M., Navaux, Philippe Olivier Alexandre, Pasin, Marcelo, Felber, Pascal

“… The algorithms at the core of machine learning are notoriously demanding in terms of resources…”
Získat plný text

An empirical performance evaluation of a parameter-free genetic algorithm for job-shop scheduling problem Autor Matsui, S., Yamada, S.

“… Several GA-based approaches have been reported for the JSSP. Among them, there is a parameter-free genetic algorithm (PfGA…”
Získat plný text

A Music Recommendation System based on Melody Creation by Interactive GA Autor Yamaguchi, Genki, Fukumoto, Makoto

“… In the proposed method of this study, first, we create a melody for each user using Interactive Genetic Algorithm (IGA…”
Získat plný text

GPU Acceleration of Ciphertext-Policy Attribute-Based Encryption Autor Fan, Kai, Zhang, Chaoyu, Shan, Ruiwen, Yu, Hexuan, Jiang, Hai

“… However, traditional cryptography has some major limitations. For example, public key cryptography is not scalable in cases with many clients…”
Získat plný text