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 …

Machine learning inference is becoming a core building block for interactive web
applications. As a result, the underlying model serving systems on which these applications …

High-capacity non-volatile memory (NVM) is a new main memory tier. Tiered DRAM+ NVM
servers increase total memory capacity by up to 8x, but can diminish memory bandwidth by …

This paper has the following ambitious goal: to convince the reader that content caching is
an exciting research topic for the future communication systems and networks. Caching has …

In order to meet the growing demands for multimedia service access and release the
pressure of the core network, edge caching and device-to-device (D2D) communication …

With the booming development of Internet-of-Things (IoT) and communication technologies
such as 5G, our future world is envisioned as an interconnected entity where billions of …

Software switches are emerging as a vital measurement vantage point in many networked
systems. Sketching algorithms or sketches, provide high-fidelity approximate measurements …

Facebook's corpus of photos, videos, and other Binary Large OBjects (BLOBs) that need to
be reliably stored and quickly accessible is massive and continues to grow. As the footprint …

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 …

Today's explosively growing Internet video traffics and viewers' ever-increasing quality of
experience (QoE) demands for video streaming bring tremendous pressures to the …