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 …

Remote Direct Memory Access (RDMA) based network devices are increasingly being
deployed in modern data centers. RDMA brings significant performance improvements over …

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

SmartNICs have recently emerged as an appealing device for accelerating distributed
systems. However, there has not been a comprehensive characterization of SmartNICs, and …

SmartNICs have become an indispensable communication fabric and computing substrate
in today's data centers and enterprise clusters, providing in-network computing capabilities …

Multi-tenancy is essential for unleashing SmartNIC's potential in datacenters. Our systematic
analysis in this work shows that existing on-path SmartNICs have resource multiplexing …

Modern machine learning (ML) workloads heavily depend on distributing tasks across
clusters of server CPUs and specialized accelerators, such as GPUs and TPUs, to achieve …

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

The end of Moore's law has sparked a surge on programmable accelerators (eg, SmartNICs,
TPUs) for continued scaling of application performance. However, despite the great success …

High-performance clusters and datacenters pose increasingly demanding requirements on
storage systems. If these systems do not operate at scale, applications are doomed to …