The Internet of Things (IoT) has already emerged as one of the most popular directions in
today's information and communication technology (ICT) domain. With its advancement over …

Abstract Large Language Models (LLMs), despite their recent impressive accomplishments,
are notably cost-prohibitive to deploy, particularly for applications involving long-content …

As an important basis for network management, effective network measurement is critical for
improving network performance and security. As an efficient tool for network measurement …

Modern web services use in-memory caching extensively to increase throughput and reduce
latency. There have been several workload analyses of production systems that have fueled …

Functions as a Service (also called serverless computing) promises to revolutionize how
applications use cloud resources. However, functions suffer from cold-start problems due to …

Practical cache replacement policies attempt to emulate optimal replacement by predicting
the re-reference interval of a cache block. The commonly used LRU replacement policy …

Neural networks of ads systems usually take input from multiple resources, eg query-ad
relevance, ad features and user portraits. These inputs are encoded into one-hot or multi-hot …

An exploration of how computer algorithms can be applied to our everyday lives to solve
common decision-making problems and illuminate the workings of the human mind. What …

Graph neural networks (GNNs) have extended the success of deep neural networks (DNNs)
to non-Euclidean graph data, achieving ground-breaking performance on various tasks such …

As a cache eviction algorithm, FIFO has a lot of attractive properties, such as simplicity,
speed, scalability, and flash-friendliness. The most prominent criticism of FIFO is its low …