Parallelization of tree-to-TLV serialization

Makoto Nakayama, Kenichi Yamazaki, Satoshi Tanaka, Hironori Kasahara

研究成果: Conference contribution

1 引用 (Scopus)

抜粋

A serializer/deserializer (SerDe) is necessary to serialize a data object into a byte array and to deserialize in reverse direction. A SerDe that is used worldwide and runs quickly is the Protocol Buffer (ProtoBuf), which serializes a tree-structured data object into the Type-Length-Value (TLV) format. Acceleration of SerDe processing is beneficial because SerDes are used in various fields. This paper proposes a new method that accelerates the tree-to-TLV serialization through 2-way parallel processing called "parallelized serialization" and "parallelization with streaming". Experimental results show that parallelized serialization with 4 worker threads achieves a 1.97 fold shorter serialization time than when using a single worker thread, and the combination of 2-way parallel processing achieves a 2.11 fold shorter output time than that for ProtoBuf when 4 worker threads, File Output Stream and trees of 10,080 container nodes are used.

元の言語English
ホスト出版物のタイトル2014 IEEE 33rd International Performance Computing and Communications Conference, IPCCC 2014
出版者Institute of Electrical and Electronics Engineers Inc.
2014-January
ISBN(電子版)9781479975754
DOI
出版物ステータスPublished - 2015 1 20
イベント33rd IEEE International Performance Computing and Communications Conference, IPCCC 2014 - Austin, United States
継続期間: 2014 12 52014 12 7

Other

Other33rd IEEE International Performance Computing and Communications Conference, IPCCC 2014
United States
Austin
期間14/12/514/12/7

ASJC Scopus subject areas

  • Software
  • Computational Theory and Mathematics
  • Computer Networks and Communications

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  • これを引用

    Nakayama, M., Yamazaki, K., Tanaka, S., & Kasahara, H. (2015). Parallelization of tree-to-TLV serialization. : 2014 IEEE 33rd International Performance Computing and Communications Conference, IPCCC 2014 (巻 2014-January). [7017059] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PCCC.2014.7017059