31 citations · 77 across the 19 of their papers we have counts for
21 papers
A Poisson-Based Approximation Algorithm for Stochastic Bin Packing of Bernoulli Items
Tomasz Kanas, Krzysztof Rzadca
A cloud scheduler packs tasks onto machines with contradictory goals of (1) using the machines as efficiently as possible while (2) avoiding overloading that might result in CPU th…
Using Unused: Non-Invasive Dynamic FaaS Infrastructure with HPC-Whisk
Bartłomiej Przybylski, Maciej Pawlik, Paweł Żuk +3
Modern HPC workload managers and their careful tuning contribute to the high utilization of HPC clusters. However, due to inevitable uncertainty it is impossible to completely avoi…
Call Scheduling to Reduce Response Time of a FaaS System
Paweł Żuk, Bartłomiej Przybylski, Krzysztof Rzadca
In an overloaded FaaS cluster, individual worker nodes strain under lengthening queues of requests. Although the cluster might be eventually horizontally-scaled, adding a new node…
Divide (CPU Load) and Conquer: Semi-Flexible Cloud Resource Allocation
Bartłomiej Przybylski, Paweł Żuk, Krzysztof Rzadca
Cloud resource management is often modeled by two-dimensional bin packing with a set of items that correspond to tasks having fixed CPU and memory requirements. However, applicatio…
Plan-based Job Scheduling for Supercomputers with Shared Burst Buffers
Jan Kopanski, Krzysztof Rzadca
The ever-increasing gap between compute and I/O performance in HPC platforms, together with the development of novel NVMe storage devices (NVRAM), led to the emergence of the burst…
A log-linear -approximation algorithm for parallel machine scheduling with a single orthogonal resource
Adrian Naruszko, Bartłomiej Przybylski, Krzysztof Rzadca
As the gap between compute and I/O performance tends to grow, modern High-Performance Computing (HPC) architectures include a new resource type: an intermediate persistent fast mem…