Clite: Efficient and qos-aware co-location of multiple latency-critical jobs for warehouse scale computers
T Patel, D Tiwari - 2020 IEEE International Symposium on High …, 2020 - ieeexplore.ieee.org
Large-scale data centers run latency-critical jobs with quality-of-service (QoS) requirements,
and throughput-oriented background jobs, which need to achieve high perfor-mance …
and throughput-oriented background jobs, which need to achieve high perfor-mance …
Miso: exploiting multi-instance gpu capability on multi-tenant gpu clusters
GPU technology has been improving at an expedited pace in terms of size and performance,
empowering HPC and AI/ML researchers to advance the scientific discovery process …
empowering HPC and AI/ML researchers to advance the scientific discovery process …
CoPart: Coordinated partitioning of last-level cache and memory bandwidth for fairness-aware workload consolidation on commodity servers
Workload consolidation is a widely-used technique to maximize server resource utilization in
cloud and datacenter computing. Recent commodity CPUs support last-level cache (LLC) …
cloud and datacenter computing. Recent commodity CPUs support last-level cache (LLC) …
Satori: efficient and fair resource partitioning by sacrificing short-term benefits for long-term gains
Multi-core architectures have enabled data centers to increasingly co-locate multiple jobs to
improve resource utilization and lower the operational cost. Unfortunately, naively co …
improve resource utilization and lower the operational cost. Unfortunately, naively co …
Characterizing job microarchitectural profiles at scale: Dataset and analysis
Understanding the microarchitectural resource characteristics of datacenter jobs has
become increasingly critical to guarantee the performance of jobs while improving resource …
become increasingly critical to guarantee the performance of jobs while improving resource …
{MT^ 2}: Memory Bandwidth Regulation on Hybrid {NVM/DRAM} Platforms
Non-volatile memory (NVM) has emerged as a new memory media, resulting in a hybrid
NVM/DRAM configuration in typical servers. Memory-intensive applications competing for …
NVM/DRAM configuration in typical servers. Memory-intensive applications competing for …
{NyxCache}: Flexible and efficient multi-tenant persistent memory caching
We present NyxCache (Nyx), an access regulation framework for multi-tenant persistent
memory (PM) caching that supports light-weight access regulation, per-cache resource …
memory (PM) caching that supports light-weight access regulation, per-cache resource …
EMBA: Efficient memory bandwidth allocation to improve performance on intel commodity processor
On multi-core processors, contention on shared resources such as the last level cache (LLC)
and memory bandwidth may cause serious performance degradation, which makes efficient …
and memory bandwidth may cause serious performance degradation, which makes efficient …
[HTML][HTML] Effect of hyper-threading in latency-critical multithreaded cloud applications and utilization analysis of the major system resources
Multithreaded latency-critical applications represent an important subset of workloads
running on public cloud systems. Most of these systems deploy powerful computing servers …
running on public cloud systems. Most of these systems deploy powerful computing servers …
Reinforcement learning-based resource partitioning for improving responsiveness in cloud gaming
Cloud gaming has been very popular in recent years, but issues relating to maintaining low
interaction delay to guarantee satisfactory user experience are still prevalent. We observe …
interaction delay to guarantee satisfactory user experience are still prevalent. We observe …