Large language model (llm) for telecommunications: A comprehensive survey on principles, key techniques, and opportunities
Large language models (LLMs) have received considerable attention recently due to their
outstanding comprehension and reasoning capabilities, leading to great progress in many …
outstanding comprehension and reasoning capabilities, leading to great progress in many …
Llm-based edge intelligence: A comprehensive survey on architectures, applications, security and trustworthiness
The integration of Large Language Models (LLMs) and Edge Intelligence (EI) introduces a
groundbreaking paradigm for intelligent edge devices. With their capacity for human-like …
groundbreaking paradigm for intelligent edge devices. With their capacity for human-like …
Personal llm agents: Insights and survey about the capability, efficiency and security
Since the advent of personal computing devices, intelligent personal assistants (IPAs) have
been one of the key technologies that researchers and engineers have focused on, aiming …
been one of the key technologies that researchers and engineers have focused on, aiming …
Towards efficient generative large language model serving: A survey from algorithms to systems
In the rapidly evolving landscape of artificial intelligence (AI), generative large language
models (LLMs) stand at the forefront, revolutionizing how we interact with our data. However …
models (LLMs) stand at the forefront, revolutionizing how we interact with our data. However …
{Cost-Efficient} large language model serving for multi-turn conversations with {CachedAttention}
Interacting with humans through multi-turn conversations is a fundamental feature of large
language models (LLMs). However, existing LLM serving engines executing multi-turn …
language models (LLMs). However, existing LLM serving engines executing multi-turn …
Llm inference unveiled: Survey and roofline model insights
The field of efficient Large Language Model (LLM) inference is rapidly evolving, presenting a
unique blend of opportunities and challenges. Although the field has expanded and is …
unique blend of opportunities and challenges. Although the field has expanded and is …
Beyond the limits: A survey of techniques to extend the context length in large language models
Recently, large language models (LLMs) have shown remarkable capabilities including
understanding context, engaging in logical reasoning, and generating responses. However …
understanding context, engaging in logical reasoning, and generating responses. However …
Llm as a system service on mobile devices
Being more powerful and intrusive into user-device interactions, LLMs are eager for on-
device execution to better preserve user privacy. In this work, we propose a new paradigm of …
device execution to better preserve user privacy. In this work, we propose a new paradigm of …
Small language models: Survey, measurements, and insights
Small language models (SLMs), despite their widespread adoption in modern smart
devices, have received significantly less academic attention compared to their large …
devices, have received significantly less academic attention compared to their large …
A Review on edge large language models: Design, Execution, and Applications
Large language models (LLMs) have revolutionized natural language processing with their
exceptional understanding, synthesizing, and reasoning capabilities. However, deploying …
exceptional understanding, synthesizing, and reasoning capabilities. However, deploying …