Optimal Stochastic Coded Computation Offloading in Unmanned Aerial\n Vehicles Network Article Swipe
Wei Chong Ng
,
Wei Yang Bryan Lim
,
Jer Shyuan Ng
,
Suttinee Sawadsitang
,
Zehui Xiong
,
Dusit Niyato
·
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2110.14873
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2110.14873
Today, modern unmanned aerial vehicles (UAVs) are equipped with increasingly\nadvanced capabilities that can run applications enabled by machine learning\ntechniques, which require computationally intensive operations such as matrix\nmultiplications. Due to computation constraints, the UAVs can offload their\ncomputation tasks to edge servers. To mitigate stragglers, coded distributed\ncomputing (CDC) based offloading can be adopted. In this paper, we propose an\nOptimal Task Allocation Scheme (OTAS) based on Stochastic Integer Programming\nwith the objective to minimize energy consumption during computation\noffloading. The simulation results show that amid uncertainty of task\ncompletion, the energy consumption in the UAV network is minimized.\n
Related Topics
Concepts
Computer science
Computation offloading
Computation
Server
Task (project management)
Energy consumption
Distributed computing
Integer programming
Edge computing
Scheme (mathematics)
Enhanced Data Rates for GSM Evolution
Real-time computing
Computer network
Artificial intelligence
Algorithm
Engineering
Mathematical analysis
Mathematics
Electrical engineering
Systems engineering
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2110.14873
- https://arxiv.org/pdf/2110.14873
- OA Status
- green
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4286890810
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4286890810Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.48550/arxiv.2110.14873Digital Object Identifier
- Title
-
Optimal Stochastic Coded Computation Offloading in Unmanned Aerial\n Vehicles NetworkWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-10-28Full publication date if available
- Authors
-
Wei Chong Ng, Wei Yang Bryan Lim, Jer Shyuan Ng, Suttinee Sawadsitang, Zehui Xiong, Dusit NiyatoList of authors in order
- Landing page
-
https://arxiv.org/abs/2110.14873Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2110.14873Direct 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/2110.14873Direct OA link when available
- Concepts
-
Computer science, Computation offloading, Computation, Server, Task (project management), Energy consumption, Distributed computing, Integer programming, Edge computing, Scheme (mathematics), Enhanced Data Rates for GSM Evolution, Real-time computing, Computer network, Artificial intelligence, Algorithm, Engineering, Mathematical analysis, Mathematics, Electrical engineering, Systems engineeringTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.learning\ntechniques, | 18 |
| abstract_inverted_index.distributed\ncomputing | 44 |
| abstract_inverted_index.increasingly\nadvanced | 9 |
| abstract_inverted_index.computation\noffloading. | 73 |
| abstract_inverted_index.matrix\nmultiplications. | 26 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 6 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/7 |
| sustainable_development_goals[0].score | 0.9100000262260437 |
| sustainable_development_goals[0].display_name | Affordable and clean energy |
| citation_normalized_percentile.value | 0.23494683 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |