Optimizing Latency and Energy Efficiency in Edge-Native Large Language Models (LLMs) for Autonomous Mobile Agents.

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Title: Optimizing Latency and Energy Efficiency in Edge-Native Large Language Models (LLMs) for Autonomous Mobile Agents.
Authors: A., Rajalakshmi1, rajalaka1@srmist.edu.in, D., Saveetha1, saveethd@srmist.edu.in, S. V., Manikanthan2, prof.manikanthan@gmail.com, T., Padmapriya3, padmapriyaa85@ptuniv.edu.in, U., Sakthivelu4, sakthiveluudayakumar@gmail.com
Source: International Journal of Interactive Mobile Technologies; 2026, Vol. 20 Issue 15, p124-134, 11p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 196008686
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Optimizing Latency and Energy Efficiency in Edge-Native Large Language Models (LLMs) for Autonomous Mobile Agents.
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Interactive+Mobile+Technologies%22">International Journal of Interactive Mobile Technologies</searchLink>; 2026, Vol. 20 Issue 15, p124-134, 11p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=196008686
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.3991/ijim.v20i15.62599
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 11
        StartPage: 124
    Titles:
      – TitleFull: Optimizing Latency and Energy Efficiency in Edge-Native Large Language Models (LLMs) for Autonomous Mobile Agents.
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            NameFull: A., Rajalakshmi
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            NameFull: D., Saveetha
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            NameFull: S. V., Manikanthan
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            NameFull: T., Padmapriya
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            NameFull: U., Sakthivelu
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            – D: 01
              M: 08
              Text: 2026
              Type: published
              Y: 2026
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              Value: 20
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            – TitleFull: International Journal of Interactive Mobile Technologies
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