Reactive Liquid: Optimized Liquid Architecture for Elastic and Resilient\n Distributed Data Processing Article Swipe
Seyed Esmaeil Mirvakili
,
MohammadAmin Fazli
,
Jafar Habibi
·
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.1902.05968
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.1902.05968
Today's most prominent IT companies are built on the extraction of insight\nfrom data, and data processing has become crucial in data-intensive businesses.\nNevertheless, the size of data which should be processed is growing\nsignificantly fast. The pace of the data growing has changed the nature of data\nprocessing. Today, data-intensive industries demand highly scalable and fault\ntolerant data processing architectures which can handle the massive amount of\ndata. In this paper, we presented a distributed architecture for elastic and\nresilient data processing based on the Liquid which is a nearline and offline\nbig data architecture. We used the Reactive Manifesto to design the\narchitecture highly reactive to workload changes and failures. We evaluate our\narchitecture by drawing some numerical comparisons between our architecture\nprototype and the Liquid prototype. The performed evaluation shows that our\narchitecture can be more scalable against workload and more resilient against\nfailures than the Liquid architecture is.\n
Related Topics
Concepts
Architecture
Computer science
Dataflow architecture
Data architecture
Scalability
Data processing
Workload
Distributed computing
Space-based architecture
Fault tolerance
Database-centric architecture
Computer architecture
Applications architecture
Systems architecture
Reference architecture
Database
Parallel computing
Software architecture
Operating system
Software
Visual arts
Dataflow
Art
Metadata
- Type
- preprint
- Landing Page
- http://arxiv.org/abs/1902.05968
- https://arxiv.org/pdf/1902.05968
- OA Status
- green
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4288580351
All OpenAlex metadata
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https://openalex.org/W4288580351Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.48550/arxiv.1902.05968Digital Object Identifier
- Title
-
Reactive Liquid: Optimized Liquid Architecture for Elastic and Resilient\n Distributed Data ProcessingWork title
- Type
-
preprintOpenAlex work type
- Publication year
-
2019Year of publication
- Publication date
-
2019-02-15Full publication date if available
- Authors
-
Seyed Esmaeil Mirvakili, MohammadAmin Fazli, Jafar HabibiList of authors in order
- Landing page
-
https://arxiv.org/abs/1902.05968Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/1902.05968Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/1902.05968Direct OA link when available
- Concepts
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Architecture, Computer science, Dataflow architecture, Data architecture, Scalability, Data processing, Workload, Distributed computing, Space-based architecture, Fault tolerance, Database-centric architecture, Computer architecture, Applications architecture, Systems architecture, Reference architecture, Database, Parallel computing, Software architecture, Operating system, Software, Visual arts, Dataflow, ArtTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.extraction | 9 |
| abstract_inverted_index.industries | 47 |
| abstract_inverted_index.processing | 15, 54, 75 |
| abstract_inverted_index.prototype. | 117 |
| abstract_inverted_index.comparisons | 110 |
| abstract_inverted_index.distributed | 69 |
| abstract_inverted_index.architecture | 70, 137 |
| abstract_inverted_index.offline\nbig | 85 |
| abstract_inverted_index.architecture. | 87 |
| abstract_inverted_index.architectures | 55 |
| abstract_inverted_index.insight\nfrom | 11 |
| abstract_inverted_index.and\nresilient | 73 |
| abstract_inverted_index.data-intensive | 20, 46 |
| abstract_inverted_index.fault\ntolerant | 52 |
| abstract_inverted_index.against\nfailures | 133 |
| abstract_inverted_index.data\nprocessing. | 44 |
| abstract_inverted_index.our\narchitecture | 105, 123 |
| abstract_inverted_index.the\narchitecture | 95 |
| abstract_inverted_index.growing\nsignificantly | 31 |
| abstract_inverted_index.architecture\nprototype | 113 |
| abstract_inverted_index.businesses.\nNevertheless, | 21 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 3 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.6200000047683716 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.51535117 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |