Performance Limitations of Parsing Libraries: State-of-the-Art and Future Perspectives

Antonino Manlio D’Agostino; Aleksandr Ometov; Alexander Pyattaev; Sergey Andreev; Giuseppe Araniti

doi:10.1007/978-3-030-01168-0_37

Performance Limitations of Parsing Libraries: State-of-the-Art and Future Perspectives

Antonino Manlio D’Agostino
, Aleksandr Ometov^*
, Alexander Pyattaev
, Sergey Andreev
, Giuseppe Araniti

^*Tämän työn vastaava kirjoittaja

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

136 Lataukset (Pure)

Abstrakti

The acceleration of mobile data traffic and the shortage of available spectral resources create new challenges for the next-generation (5G) networks. One of the potential solutions is network offloading that opens a possibility for unlicensed spectrum utilization. Heterogeneous networking between cellular and WLAN systems allows mobile users to adaptively utilize the licensed (LTE) and unlicensed (IEEE 802.11) radio technologies simultaneously. At the same time, softwarized frameworks can be employed not only inside the network controllers but also at the end nodes. To operate with the corresponding policies and interpret them efficiently, a signaling processor has to be developed and equipped with a fast packet parsing mechanism. In this scenario, the reaction time becomes a crucial factor, and this paper provides an overview of the existing parsing libraries (Scapy and dpkt) as well as proposes a flexible parsing tool that is capable of reducing the latency incurred by analyzing packets in a softwarized network.

Alkuperäiskieli	Englanti
Otsikko	Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 18th International Conference, NEW2AN 2018, and 11th Conference, ruSMART 2018, Proceedings
Kustantaja	Springer-Verlag
Sivut	405-418
Sivumäärä	14
ISBN (painettu)	9783030011673
DOI - pysyväislinkit	https://doi.org/10.1007/978-3-030-01168-0_37
Tila	Julkaistu - 2018
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems Conference on Internet of Things and Smart Spaces - Kesto: 27 elok. 2018 → 29 elok. 2018

Julkaisusarja

Nimi	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Vuosikerta	11118 LNCS
ISSN (painettu)	0302-9743
ISSN (elektroninen)	1611-3349

Conference

Conference	International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems Conference on Internet of Things and Smart Spaces
Ajanjakso	27/08/18 → 29/08/18

Julkaisufoorumi-taso

Jufo-taso 1

!!ASJC Scopus subject areas

Theoretical Computer Science
Yleinen tietojenkäsittelytiede

Pääsy asiakirjaan

10.1007/978-3-030-01168-0_37

Performance Limitations of Parsing Libraries 2018
This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.
Accepted author manuscript, 862 KB

http://urn.fi/URN:NBN:fi:tuni-202002262358

Siteeraa tätä

D’Agostino, A. M., Ometov, A., Pyattaev, A., Andreev, S., & Araniti, G. (2018). Performance Limitations of Parsing Libraries: State-of-the-Art and Future Perspectives. teoksessa Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 18th International Conference, NEW2AN 2018, and 11th Conference, ruSMART 2018, Proceedings (Sivut 405-418). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vuosikerta 11118 LNCS). Springer-Verlag. https://doi.org/10.1007/978-3-030-01168-0_37

D’Agostino, Antonino Manlio ; Ometov, Aleksandr ; Pyattaev, Alexander et al. / Performance Limitations of Parsing Libraries : State-of-the-Art and Future Perspectives. Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 18th International Conference, NEW2AN 2018, and 11th Conference, ruSMART 2018, Proceedings. Springer-Verlag, 2018. Sivut 405-418 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{631ec7ac4fec43189a3787668e3badad,

title = "Performance Limitations of Parsing Libraries: State-of-the-Art and Future Perspectives",

abstract = "The acceleration of mobile data traffic and the shortage of available spectral resources create new challenges for the next-generation (5G) networks. One of the potential solutions is network offloading that opens a possibility for unlicensed spectrum utilization. Heterogeneous networking between cellular and WLAN systems allows mobile users to adaptively utilize the licensed (LTE) and unlicensed (IEEE 802.11) radio technologies simultaneously. At the same time, softwarized frameworks can be employed not only inside the network controllers but also at the end nodes. To operate with the corresponding policies and interpret them efficiently, a signaling processor has to be developed and equipped with a fast packet parsing mechanism. In this scenario, the reaction time becomes a crucial factor, and this paper provides an overview of the existing parsing libraries (Scapy and dpkt) as well as proposes a flexible parsing tool that is capable of reducing the latency incurred by analyzing packets in a softwarized network.",

keywords = "dpkt, Parsing, Performance evaluation, Scapy, SDN",

author = "D{\textquoteright}Agostino, \{Antonino Manlio\} and Aleksandr Ometov and Alexander Pyattaev and Sergey Andreev and Giuseppe Araniti",

year = "2018",

doi = "10.1007/978-3-030-01168-0\_37",

language = "English",

isbn = "9783030011673",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer-Verlag",

pages = "405--418",

booktitle = "Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 18th International Conference, NEW2AN 2018, and 11th Conference, ruSMART 2018, Proceedings",

note = "International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems Conference on Internet of Things and Smart Spaces ; Conference date: 27-08-2018 Through 29-08-2018",

}

D’Agostino, AM, Ometov, A, Pyattaev, A, Andreev, S & Araniti, G 2018, Performance Limitations of Parsing Libraries: State-of-the-Art and Future Perspectives. julkaisussa Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 18th International Conference, NEW2AN 2018, and 11th Conference, ruSMART 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vuosikerta 11118 LNCS, Springer-Verlag, Sivut 405-418, International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems Conference on Internet of Things and Smart Spaces, 27/08/18. https://doi.org/10.1007/978-3-030-01168-0_37

Performance Limitations of Parsing Libraries: State-of-the-Art and Future Perspectives. / D’Agostino, Antonino Manlio; Ometov, Aleksandr; Pyattaev, Alexander et al.
Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 18th International Conference, NEW2AN 2018, and 11th Conference, ruSMART 2018, Proceedings. Springer-Verlag, 2018. s. 405-418 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vuosikerta 11118 LNCS).

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - Performance Limitations of Parsing Libraries

T2 - International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems Conference on Internet of Things and Smart Spaces

AU - D’Agostino, Antonino Manlio

AU - Ometov, Aleksandr

AU - Pyattaev, Alexander

AU - Andreev, Sergey

AU - Araniti, Giuseppe

PY - 2018

Y1 - 2018

N2 - The acceleration of mobile data traffic and the shortage of available spectral resources create new challenges for the next-generation (5G) networks. One of the potential solutions is network offloading that opens a possibility for unlicensed spectrum utilization. Heterogeneous networking between cellular and WLAN systems allows mobile users to adaptively utilize the licensed (LTE) and unlicensed (IEEE 802.11) radio technologies simultaneously. At the same time, softwarized frameworks can be employed not only inside the network controllers but also at the end nodes. To operate with the corresponding policies and interpret them efficiently, a signaling processor has to be developed and equipped with a fast packet parsing mechanism. In this scenario, the reaction time becomes a crucial factor, and this paper provides an overview of the existing parsing libraries (Scapy and dpkt) as well as proposes a flexible parsing tool that is capable of reducing the latency incurred by analyzing packets in a softwarized network.

AB - The acceleration of mobile data traffic and the shortage of available spectral resources create new challenges for the next-generation (5G) networks. One of the potential solutions is network offloading that opens a possibility for unlicensed spectrum utilization. Heterogeneous networking between cellular and WLAN systems allows mobile users to adaptively utilize the licensed (LTE) and unlicensed (IEEE 802.11) radio technologies simultaneously. At the same time, softwarized frameworks can be employed not only inside the network controllers but also at the end nodes. To operate with the corresponding policies and interpret them efficiently, a signaling processor has to be developed and equipped with a fast packet parsing mechanism. In this scenario, the reaction time becomes a crucial factor, and this paper provides an overview of the existing parsing libraries (Scapy and dpkt) as well as proposes a flexible parsing tool that is capable of reducing the latency incurred by analyzing packets in a softwarized network.

KW - dpkt

KW - Parsing

KW - Performance evaluation

KW - Scapy

KW - SDN

U2 - 10.1007/978-3-030-01168-0_37

DO - 10.1007/978-3-030-01168-0_37

M3 - Conference contribution

AN - SCOPUS:85054808740

SN - 9783030011673

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 405

EP - 418

BT - Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 18th International Conference, NEW2AN 2018, and 11th Conference, ruSMART 2018, Proceedings

PB - Springer-Verlag

Y2 - 27 August 2018 through 29 August 2018

ER -

D’Agostino AM, Ometov A, Pyattaev A, Andreev S, Araniti G. Performance Limitations of Parsing Libraries: State-of-the-Art and Future Perspectives. julkaisussa Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 18th International Conference, NEW2AN 2018, and 11th Conference, ruSMART 2018, Proceedings. Springer-Verlag. 2018. s. 405-418. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-01168-0_37

Performance Limitations of Parsing Libraries: State-of-the-Art and Future Perspectives

Abstrakti

Julkaisusarja

Conference

Julkaisufoorumi-taso

!!ASJC Scopus subject areas

Pääsy asiakirjaan

Sormenjälki

Siteeraa tätä