AIBench: towards scalable and comprehensive datacenter AI benchmarking
AI benchmarking provides yardsticks for benchmarking, measuring and evaluating
innovative AI algorithms, architecture, and systems. Coordinated by BenchCouncil, this …
innovative AI algorithms, architecture, and systems. Coordinated by BenchCouncil, this …
Quantifying Resource Contention of Co-located Workloads with the System-level Entropy
Y Liang, S Zeng, L Wang - ACM Transactions on Architecture and Code …, 2023 - dl.acm.org
The workload co-location, such as deploying offline analysis workloads with online service
workloads on the same node, has become common for modern data centers. Workload co …
workloads on the same node, has become common for modern data centers. Workload co …
BOPS, not FLOPS! A new metric and roofline performance model for datacenter computing
For emerging datacenter (in short, DC) workloads, such as online Internet services or offline
data analytics, how to evaluate the upper bound performance and provide apple-to-apple …
data analytics, how to evaluate the upper bound performance and provide apple-to-apple …
Trace-based workload generation and execution
Although major cloud providers have captured and published workload executions in the
form of traces, it is not clear how to use them for workload generation on a wide range of …
form of traces, it is not clear how to use them for workload generation on a wide range of …
Anomaly Detection Model for Process Resource Usage in Hybrid System based on eBPF and Isolation Forest
Z Zhang, L Chen - Proceedings of the 2023 6th International Conference …, 2023 - dl.acm.org
In the hybrid system, CPU-intensive processes, memory-intensive processes, and IO-
intensive processes can consume a significant amount of system resources, potentially …
intensive processes can consume a significant amount of system resources, potentially …
BOPS, a new computation-centric metric for datacenter computing
For emerging datacenter (in short, DC) workloads, such as online Internet services or offline
data analytics, how to evaluate the upper bound performance and provide apple-to-apple …
data analytics, how to evaluate the upper bound performance and provide apple-to-apple …