Offline Messaging System via Compressed Token Codes, Lightweight LLM, and Bulk Broadcast Using Mobile App

This document presents a novel offline messaging system for large groups, enabling communication without internet by sending compressed SMS messages using dictionary-based token codes with adaptive zlib compression. Very short words (e.g., “I”, “a”, “be”) are sent as-is to avoid increasing message length. The PDF includes examples, pseudocode, workflow description, and discussion of recent network outages in Jammu & Kashmir, which inspired the idea. Key features include LLM-based decoding, automated reception, local storage, chainable forwarding, and optional Text-to-Speech and PDF generation for accessibility.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-29
DOI
https://doi.org/10.5281/zenodo.16995510
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Offline Messaging System via Compressed Token Codes, Lightweight LLM, and Bulk Broadcast Using Mobile App

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Offline Messaging System via Compressed Token Codes, Lightweight LLM, and Bulk Broadcast Using Mobile App

article en

Abstract

This document presents a novel offline messaging system for large groups, enabling communication without internet by sending compressed SMS messages using dictionary-based token codes with adaptive zlib compression. Very short words (e.g., “I”, “a”, “be”) are sent as-is to avoid increasing message length. The PDF includes examples, pseudocode, workflow description, and discussion of recent network outages in Jammu & Kashmir, which inspired the idea. Key features include LLM-based decoding, automated reception, local storage, chainable forwarding, and optional Text-to-Speech and PDF generation for accessibility.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 60%
Geochemistry and Geologic Mapping
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Offline Messaging System via Compressed Token Codes, Lightweight LLM, and Bulk Broadcast Using Mobile App · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS