Building large AI fleets to support the rapidly growing DL workloads is an active research
topic for modern cloud providers. Generating accurate benchmarks plays an essential role in …

A common approach to improving resource utilization in data centers is to adaptively
provision resources based on the actual workload. One fundamental challenge of doing this …

Trace replay is a common approach for evaluating systems by rerunning historical traffic
patterns, but it is not always possible to find suitable real-world traces at the desired level of …

Ensuring efficient resource allocation while providing service level agreement (SLA)
guarantees for end-to-end (E2E) latency is crucial for microservice applications. Although …

The domain name system (DNS) is indispensable to nearly every Internet service. It has
been extensively utilized for network activity characterization in passive and active …

The lack of publicly available cloud services has been a recurring problem in architecture
and systems. Although open source benchmarks exist, they do not capture the complexity of …

As software systems evolve, monolithic applications are often transformed into a collection of
lightweight and loosely-coupled microservices. Understanding the intricacies of …

Realistic experimentation is an important part of research in computer systems and of
prototy** of new features and ideas in the industry. The ideal way to evaluate is to use real …