Full leverage of the huge volume of data generated on a large number of user devices for
providing intelligent services in the 6G network calls for Ubiquitous Intelligence (UI). A key to …

Scalable and flexible communication networks increasingly conduct the packet processing
for Network Functions (NFs) in General Purpose Computing (GPC) platforms. The …

Responding to the" datacenter tax" and" killer microseconds" problems for memory-intensive
datacenter applications, diverse solutions including Smart NIC-based ones have been …

Memory access is the major bottleneck in realizing multi-hundred-gigabit networks with
commodity hardware, hence it is essential to make good use of cache memory that is a …

The ever-growing demands for memory with larger capacity and higher bandwidth have
driven recent innovations on memory expansion and disaggregation technologies based on …

The Rowhammer vulnerability is worsening, with the Rowhammer Threshold (T RH)
reducing from 139K to 4.8 K activations over the last decade. As thresholds reduce further …

In modern server CPUs, last-level cache (LLC) is a critical hardware resource that exerts
significant influence on the performance of the workloads, and how to manage LLC is a key …

A growing demand for hyperscale services has compelled hyperscalers to deploy more
compute resources at an unprecedented pace, further accelerated by the demise of …

Network speeds grow quickly in the modern cloud, so SmartNICs are introduced to offload
network processing tasks, even application logic. However, typical multicore SmartNICs …

Full system" end-to-end" measurements in physical testbeds are the gold standard for
network systems evaluation but are often not feasible. When physical testbeds are not …