Search Results - "parallel and distributed computing"

Data-intensive applications, challenges, techniques and technologies: A survey on Big Data by Philip Chen, C.L., Zhang, Chun-Yang

“…It is already true that Big Data has drawn huge attention from researchers in information sciences, policy and decision makers in governments and enterprises…”
Get full text

Near-optimal large-scale k-medoids clustering by Ushakov, Anton V., Vasilyev, Igor

“…The k-medoids (k-median) problem is one of the best known unsupervised clustering problems. Due to its complexity, finding high-quality solutions for…”
Get full text

Parallel Multi-Block ADMM with o(1 / k) Convergence by Deng, Wei, Lai, Ming-Jun, Peng, Zhimin, Yin, Wotao

“…This paper introduces a parallel and distributed algorithm for solving the following minimization problem with linear constraints: minimize f 1 ( x 1 ) + ⋯ + f…”
Get full text

Implementation of a scalable platform for real-time monitoring of machine tools by Tapia, Endika, Lopez-Novoa, Unai, Sastoque-Pinilla, Leonardo, López-de-Lacalle, Luis Norberto

Get full text

A Case Study: Incorporating Parallel and Distributed Computing into Computer Science Curriculum by Ali Abu-El Humos, Sungbum Hong, Tzusheng Pei, Omar Aljawfi

“…Recent technology advances in parallel computing such as multicore CPUs, GPUs, and their driving software require a well-prepared workforce to support this…”
Get full text

Big data: From beginning to future by Yaqoob, Ibrar, Hashem, Ibrahim Abaker Targio, Gani, Abdullah, Mokhtar, Salimah, Ahmed, Ejaz, Anuar, Nor Badrul, Vasilakos, Athanasios V.

“…•We use structuralism and functionalism paradigms to analyze the origins of big data applications.•Current trends and sources of big data.•Processing…”
Get full text

Parallel and distributed architecture of genetic algorithm on Apache Hadoop and Spark by Lu, Hao-Chun, Hwang, F.J., Huang, Yao-Huei

“…The genetic algorithm (GA), one of the best-known metaheuristic algorithms, has been extensively utilized in various fields of management science, operational…”
Get full text

DS-ADMM++: A Novel Distributed Quantized ADMM to Speed up Differentially Private Matrix Factorization by Zhang, Feng, Xue, Erkang, Guo, Ruixin, Qu, Guangzhi, Zhao, Gansen, Zomaya, Albert Y.

“…Matrix factorization is a powerful method to implement collaborative filtering recommender systems. This article addresses two major challenges, privacy and…”
Get full text

Optimization of resource-aware parallel and distributed computing: a review by Czarnul, Paweł, Antal, Marcel, Baniata, Hamza, Griebler, Dalvan, Kertesz, Attila, Kessler, Christoph W., Kouloumpris, Andreas, Kovačić, Salko, Markus, Andras, Michael, Maria K., Nikolaou, Panagiota, Öz, Isil, Prodan, Radu, Rakić, Gordana

“…This paper presents a review of state-of-the-art solutions concerning the optimization of computing in the field of parallel and distributed systems. Firstly,…”
Get full text

Layer-wise partitioning and merging for efficient and scalable deep learning by Akintoye, S.B., Han, L., Lloyd, H., Zhang, X., Dancey, D., Chen, H., Zhang, D.

Get full text

Teaching parallel and distributed computing using data-intensive computing modules by Gowanlock, Michael

“…Parallel and distributed computing (PDC) courses are useful for computer science (CS) and domain science students. For CS students, PDC is a fundamental field…”
Get full text

Threat to trust: A systematic review on Internet of medical things security by Shammar, Elham, Cui, Xiaohui, Zahary, Ammar, Alsamhi, Saeed Hamood, Al-qaness, Mohammed A.A.

“…The Internet of Medical Things (IoMT) has transformed healthcare by enabling seamless communication among medical devices, supporting real-time monitoring,…”
Get full text

Dynamic threshold spiking neural P systems with weights and multiple channels by Li, Yanyan, Song, Bosheng, Liu, Yuansheng, Zeng, Xiangxiang, Huang, Shengye

“…Membrane computing represents a sophisticated branch of computational science that assimilates the characteristics of cellular membranes and harnesses…”
Get full text

Hands-on parallel & distributed computing with Raspberry Pi devices and clusters by Shoop, Elizabeth, Matthews, Suzanne J., Brown, Richard, Adams, Joel C.

“…Parallel and distributed computing (PDC) concepts are now required topics for accredited undergraduate computer science programs. However, introducing PDC into…”
Get full text

A multilevel algorithm for scalable independent task assignment by Burhan Tabak, H., Kartal Tabak, E., Aykanat, Cevdet

“…Assigning a large number of independent tasks to heterogeneous processors is a fundamental problem in modern computing, with applications in many domains such…”
Get full text

The state of the art and taxonomy of big data analytics: view from new big data framework by Mohamed, Azlinah, Najafabadi, Maryam Khanian, Wah, Yap Bee, Zaman, Ezzatul Akmal Kamaru, Maskat, Ruhaila

“…Big data has become a significant research area due to the birth of enormous data generated from various sources like social media, internet of things and…”
Get full text

Product collaborative filtering based recommendation systems for large-scale E-commerce by Trinh, Trang, Nguyen, Van-Ho, Nguyen, Nghia, Nguyen, Duy-Nghia

“…•E-commerce demands multi-choice products, challenging businesses.•Recommender systems reshape E-commerce with personalized experiences.•Scalability is a…”
Get full text

QL-HEFT: a novel machine learning scheduling scheme base on cloud computing environment by Tong, Zhao, Deng, Xiaomei, Chen, Hongjian, Mei, Jing, Liu, Hong

“…Cloud computing is a computing model that fully utilizes the resources on the Internet to maximize the utilization of resources. Due to a large number of users…”
Get full text

Teaching parallel and distributed computing concepts in simulation with WRENCH by Casanova, Henri, Tanaka, Ryan, Koch, William, Ferreira da Silva, Rafael

“…Teaching parallel and distributed computing topics in a hands-on manner is challenging, especially at introductory, undergraduate levels. Participation…”
Get full text

A scalable and flexible basket analysis system for big transaction data in Spark by Sun, Xudong, Ngueilbaye, Alladoumbaye, Luo, Kaijing, Cai, Yongda, Wu, Dingming, Huang, Joshua Zhexue

Get full text