Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities

Roberto Morabito; Mallik Tatipamula; Sasu Tarkoma; Mung Chiang

doi:10.1109/CAMAD59638.2023.10478416

Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities

Roberto Morabito
, Mallik Tatipamula
, Sasu Tarkoma
, Mung Chiang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)
Number of pages	8
Publisher	IEEE
Publication date	2023
Pages	225-232
ISBN (Print)	979-8-3503-0350-6
ISBN (Electronic)	979-8-3503-0349-0
DOIs	https://doi.org/10.1109/CAMAD59638.2023.10478416
Publication status	Published - 2023
MoE publication type	A4 Article in conference proceedings
Event	IEEE 28th International Workshop on Computer-Aided Modeling and Design of Communication Links and Networks (CAMAD) - Edinburgh Duration: 6 Nov 2023 → 8 Nov 2023

Publication series

Name	IEEE International Workshop On Computer Aided Modeling And Design Of Communication Links And Networks
ISSN (Print)	2378-4865
ISSN (Electronic)	2378-4873

Fields of Science

Intelligence
113 Computer and information sciences

Access to Document

10.1109/CAMAD59638.2023.10478416

Cite this

Morabito, R., Tatipamula, M., Tarkoma, S., & Chiang, M. (2023). Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. In 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (pp. 225-232). (IEEE International Workshop On Computer Aided Modeling And Design Of Communication Links And Networks). IEEE. https://doi.org/10.1109/CAMAD59638.2023.10478416

Morabito, Roberto ; Tatipamula, Mallik ; Tarkoma, Sasu et al. / Edge AI Inference in Heterogeneous Constrained Computing : Feasibility and Opportunities. 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). IEEE, 2023. pp. 225-232 (IEEE International Workshop On Computer Aided Modeling And Design Of Communication Links And Networks).

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title = "Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities",

keywords = "Intelligence, 113 Computer and information sciences",

author = "Roberto Morabito and Mallik Tatipamula and Sasu Tarkoma and Mung Chiang",

year = "2023",

doi = "10.1109/CAMAD59638.2023.10478416",

language = "English",

isbn = "979-8-3503-0350-6",

series = "IEEE International Workshop On Computer Aided Modeling And Design Of Communication Links And Networks",

publisher = "IEEE",

pages = "225--232",

booktitle = "2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)",

address = "United States",

note = "IEEE 28th International Workshop on Computer-Aided Modeling and Design of Communication Links and Networks (CAMAD) ; Conference date: 06-11-2023 Through 08-11-2023",

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Morabito, R, Tatipamula, M, Tarkoma, S & Chiang, M 2023, Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. in 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). IEEE International Workshop On Computer Aided Modeling And Design Of Communication Links And Networks, IEEE, pp. 225-232, IEEE 28th International Workshop on Computer-Aided Modeling and Design of Communication Links and Networks (CAMAD), Edinburgh, 06/11/2023. https://doi.org/10.1109/CAMAD59638.2023.10478416

Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. / Morabito, Roberto; Tatipamula, Mallik; Tarkoma, Sasu et al.
2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). IEEE, 2023. p. 225-232 (IEEE International Workshop On Computer Aided Modeling And Design Of Communication Links And Networks).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Edge AI Inference in Heterogeneous Constrained Computing

T2 - IEEE 28th International Workshop on Computer-Aided Modeling and Design of Communication Links and Networks (CAMAD)

AU - Morabito, Roberto

AU - Tatipamula, Mallik

AU - Tarkoma, Sasu

AU - Chiang, Mung

PY - 2023

Y1 - 2023

KW - Intelligence

KW - 113 Computer and information sciences

U2 - 10.1109/CAMAD59638.2023.10478416

DO - 10.1109/CAMAD59638.2023.10478416

M3 - Conference contribution

SN - 979-8-3503-0350-6

T3 - IEEE International Workshop On Computer Aided Modeling And Design Of Communication Links And Networks

SP - 225

EP - 232

BT - 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)

PB - IEEE

Y2 - 6 November 2023 through 8 November 2023

ER -

Morabito R, Tatipamula M, Tarkoma S, Chiang M. Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities. In 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). IEEE. 2023. p. 225-232. (IEEE International Workshop On Computer Aided Modeling And Design Of Communication Links And Networks). doi: 10.1109/CAMAD59638.2023.10478416