Erlang Model for Multi-type Data Flow
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arXiv
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| Auteurs principaux: | , , , , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866912188917088256 |
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| author | Yao, Liuquan Yang, Pei Liu, Zhichao Li, Wenyan Liu, Jianghua Ma, Zhi-Ming |
| author_facet | Yao, Liuquan Yang, Pei Liu, Zhichao Li, Wenyan Liu, Jianghua Ma, Zhi-Ming |
| contents | With the development of information technology, requirements for data flow have become diverse. When multi-type data flow (MDF) is used, games, videos, calls, etc. are all requirements. There may be a constant switch between these requirements, and also multiple requirements at the same time. Therefore, the demands of users change over time, which makes traditional teletraffic analysis not directly applicable. This paper proposes probabilistic models for the requirement of MDF, and analyzes in three states: non-tolerance, tolerance and delay. When the requirement random variables are co-distributed with respect to time, we prove the practicability of the Erlang Multirate Loss Model (EMLM) from a mathematical perspective by discretizing time and error analysis. An algorithm of pre-allocating resources is given to guild the construction of base resources. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2411_00792 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Erlang Model for Multi-type Data Flow Yao, Liuquan Yang, Pei Liu, Zhichao Li, Wenyan Liu, Jianghua Ma, Zhi-Ming Networking and Internet Architecture Probability 60J20 With the development of information technology, requirements for data flow have become diverse. When multi-type data flow (MDF) is used, games, videos, calls, etc. are all requirements. There may be a constant switch between these requirements, and also multiple requirements at the same time. Therefore, the demands of users change over time, which makes traditional teletraffic analysis not directly applicable. This paper proposes probabilistic models for the requirement of MDF, and analyzes in three states: non-tolerance, tolerance and delay. When the requirement random variables are co-distributed with respect to time, we prove the practicability of the Erlang Multirate Loss Model (EMLM) from a mathematical perspective by discretizing time and error analysis. An algorithm of pre-allocating resources is given to guild the construction of base resources. |
| title | Erlang Model for Multi-type Data Flow |
| topic | Networking and Internet Architecture Probability 60J20 |
| url | https://arxiv.org/abs/2411.00792 |