Jianping Li

Cloud-based vs. blockchain-based IoT: a comparative survey and way forward

2020 · Frontiers of Information Technology & Electronic Engineering

The Internet of Things (IoT) has been evolving for more than a decade. Technological advancements have increased its popularity, but concerns and risks related to IoT are growing considerably along with the increased number of …

A Multimodal Network Security Framework for Healthcare Based on Deep Learning

2023 · Computational Intelligence and Neuroscience

As the network is closely related to people's daily life, network security has become an important factor affecting the physical and mental health of human beings. Network flow classification is the foundation of network security. …

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache

2024 · arXiv (Cornell University)

How to efficiently serve LLMs in practice has become exceptionally challenging due to their prohibitive memory and computation requirements. In this study, we investigate optimizing the KV cache, whose memory footprint poses a critical bottleneck …