Zobrazeno 1 - 10
of 10 179
pro vyhledávání: '"Spark (mathematics)"'
Publikováno v:
IEEE Transactions on Cloud Computing. 11:639-652
Apache Spark as a popular in-memory data analytic framework has been employed by various applications---such as machine learning, graph computation, and scientific computing, which benefit from the long-running process (e.g. executor) programming mod
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8ada277ce8d5da3afee77780f6962cd0
https://doi.org/10.1109/tcc.2021.3108043
https://doi.org/10.1109/tcc.2021.3108043
Autor:
H. T. Manjula, Neha Mangla
Publikováno v:
Materials Today: Proceedings. 80:3492-3499
Distributed Denial of service (DDoS) attacks is an enormous threat to today’s cyber world, cyber networks are compromised by the attackers to distribute attacks in a large volume by denying the service to legitimate users. The toughest and challeng
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a22cef03c4df598b73ab6f473aeb0e05
https://doi.org/10.1016/j.matpr.2021.07.280
https://doi.org/10.1016/j.matpr.2021.07.280
Autor:
Benallal Mohamed Anis, Reguieg Hicham
Publikováno v:
Journal of King Saud University - Computer and Information Sciences. 34:8478-8489
Process mining is one of business process management techniques which is used to extract values from process execution logs. Process discovery algorithms, like alpha and heuristic miners, are used to automatically discover/rebuild business process mo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::75f1e9d95211d3e8e133026d4e0c90cd
https://doi.org/10.1016/j.jksuci.2021.02.008
https://doi.org/10.1016/j.jksuci.2021.02.008
Autor:
M. Subaji, P. Shanmuga Sundari
Publikováno v:
Journal of King Saud University - Computer and Information Sciences. 34:8390-8400
The proposed work aims to solve data sparsity problem in the recommendation system. It handles two-level pre-processing techniques to reduce the data size at the item level. Additional resources like items genre, tag, and time are added to learn and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1309aabfd4d72d9bdbaeba91ea7f7a13
https://doi.org/10.1016/j.jksuci.2020.09.010
https://doi.org/10.1016/j.jksuci.2020.09.010
Autor:
Sunil Kumar, Krishna Kumar Mohbey
Publikováno v:
Journal of King Saud University - Computer and Information Sciences. 34:6491-6503
In recent days, social media, online services, smartphones, and the Internet of Things (IoT) produces large quantities of data every second. The generated data is structured, unstructured, or semi-structured and available in various formats. Therefor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2e5ff725fbe93d9fb416f672fb6781b8
https://doi.org/10.1016/j.jksuci.2021.04.017
https://doi.org/10.1016/j.jksuci.2021.04.017
Publikováno v:
Journal of King Saud University - Computer and Information Sciences. 34:4968-4982
The healthcare industry has become increasingly challenging, requiring retrieval of knowledge from large amounts of complex data to find the best treatments. Several works have suggested the use of Data Mining tools to overcome the challenges; howeve
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dd98ab5a6f36807d68e54d4aba3e048a
https://doi.org/10.1016/j.jksuci.2021.06.002
https://doi.org/10.1016/j.jksuci.2021.06.002
Publikováno v:
IEEE Transactions on Services Computing. 15:2883-2896
Distributed in-memory computing frameworks usually have lots of parameters (e.g., the buffer size of shuffle) to form a configuration for each execution. A well-tuned configuration can bring large improvements of performance. However, to improve reso
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9e50033172c624e8dba85f006e169986
https://doi.org/10.1109/tsc.2021.3063118
https://doi.org/10.1109/tsc.2021.3063118
Publikováno v:
IEEE Transactions on Intelligent Transportation Systems. 23:7708-7720
When dealing with traffic big data under the background of Internet of Things (IoT), traffic control under the single-machine computing environment is difficult to adapt to the massive and rapid analysis and decision-making. To tackle this problem, w
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1a71b005694307c912a79c53564b09c7
https://doi.org/10.1109/tits.2021.3071862
https://doi.org/10.1109/tits.2021.3071862
Autor:
Deepa Merlin Dixon K, Binu Ayyappan, Jaison Mulerikkal, Vinith Rejathalal, Sajanraj Thandassery
Publikováno v:
IEEE Transactions on Intelligent Transportation Systems. 23:9146-9156
This paper deals with an intelligent data analytics platform - Jaison-Paul Data Analytics Platform (JP-DAP) - for metro rail transport systems. JP-DAP is intended to ensure smooth functioning, improved customer experience, ridership forecasting, and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::694f400ecee8bdad7cda39d3ed4f269b
https://doi.org/10.1109/tits.2021.3091542
https://doi.org/10.1109/tits.2021.3091542
Publikováno v:
IEEE Transactions on Parallel and Distributed Systems. 33:1407-1420
Many geo-distributed data analytics (GDA) systems have focused on the network performance-bottleneck: inter-data center network bandwidth to improve performance. Unfortunately, these systems may encounter a cost-bottleneck ( ${\$}$ $ ) because they h
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2600353ec084a39ee0b1b165ae50ccb8
https://doi.org/10.1109/tpds.2021.3108893
https://doi.org/10.1109/tpds.2021.3108893