• Intelligent colocation of HPC workloads 

      Zacarias, Felippe Vieira; Petrucci, Vinicius; Nishtala, Rajiv; Carpenter, Paul; Mosse, Daniel (Peer reviewed; Journal article, 2021)
      Many HPC applications suffer from a bottleneck in the shared caches, instruction execution units, I/O or memory bandwidth, even though the remaining resources may be underutilized. It is hard for developers and runtime ...
    • Twig: Multi-Agent Task Management for Colocated Latency-Critical Cloud Services 

      Nishtala, Rajiv; Petrucci, Vinicius; Carpenter, Paul; Själander, Magnus (Peer reviewed; Journal article, 2020)
      Many of the important services running on data centres are latency-critical, time-varying, and demand strict user satisfaction. Stringent tail-latency targets for colocated services and increasing system complexity make ...