Both hardware and software systems are increasingly configurable, which poses a
challenge to finding the highest performance configuration due to the tremendous search …

Latency-critical services have been widely deployed in cloud environments. For cost-
efficiency, multiple services are usually co-located on a server. Thus, run-time resource …

Modern computer systems need to execute under strict safety constraints (eg, a power limit),
but doing so often conflicts with their ability to deliver high performance (ie minimal latency) …

Despite the ever-changing software and hardware profiles of modern computing systems,
many operating systems (OS) components adhere to designs developed decades ago …

Resource-aware machine learning has been a trending topic in recent years, focusing on
making ML computational aspects more exploitable by the edge devices in the Internet of …

In this work, we propose MUSTACHE, a new page cache replacement algorithm whose
logic is learned from observed memory access requests rather than fixed like existing …

Neural networks are powerful tools. Applying them in computer systems—operating
systems, databases, and networked systems—attracts much attention. However, neural …

The constant growth of datacenters and cloud computing comes with an increase of power
consumption. With the end of Dennard scaling and Moore's law, computing no longer grows …

Modern computer systems need to execute under strict safety constraints (eg, power limit),
but doing so often conflicts with their ability to deliver high performance (ie, minimal latency) …

As modern humans, we deal with computer operating systems (OSs) in our daily lives when
we are at work, home, school, or even watching a TV show with our family at night …