Morpheus: Towards automated {SLOs} for enterprise clusters

SA Jyothi, C Curino, I Menache… - … USENIX symposium on …, 2016 - usenix.org
Modern resource management frameworks for largescale analytics leave unresolved the
problematic tension between high cluster utilization and job's performance predictability …

{GRAPHENE}: Packing and {Dependency-Aware} scheduling for {Data-Parallel} clusters

R Grandl, S Kandula, S Rao, A Akella… - 12th USENIX Symposium …, 2016 - usenix.org
We present a new cluster scheduler, GRAPHENE, aimed at jobs that have a complex
dependency structure and heterogeneous resource demands. Relaxing either of these …

Combinatorial Benders' cuts for the strip packing problem

JF Côté, M Dell'Amico, M Iori - Operations Research, 2014 - pubsonline.informs.org
We study the strip packing problem, in which a set of two-dimensional rectangular items has
to be packed in a rectangular strip of fixed width and infinite height, with the aim of …

[HTML][HTML] The evolution of rectangular bin packing problem—A review of research topics, applications, and cited papers

S Mezghani, B Haddar… - Journal of Industrial and …, 2023 - aimsciences.org
Bin packing problem (BPP) is one of the fastest-growing research issues within the field of
combinatorial optimization. Over the last years, several studies carried out various BPP …

The bin packing problem with precedence constraints

M Dell'Amico, JCD Díaz, M Iori - Operations Research, 2012 - pubsonline.informs.org
Given a set of identical capacitated bins, a set of weighted items, and a set of precedences
among such items, we are interested in determining the minimum number of bins that can …

Procedures for the bin packing problem with precedence constraints

J Pereira - European Journal of Operational Research, 2016 - Elsevier
The bin packing problem with precedence constraints (BPP-P) is a recently proposed
variation of the classical bin packing problem (BPP), which corresponds to a basic model …

A 3.42-approximation algorithm for scheduling malleable tasks under precedence constraints

CY Chen, CP Chu - IEEE Transactions on Parallel and …, 2012 - ieeexplore.ieee.org
Scheduling malleable tasks under general precedence constraints involves finding a
minimum makespan (maximum completion time) by a feasible allotment. Based on the …

[HTML][HTML] Heuristics for the strip packing problem with unloading constraints

JLM Da Silveira, FK Miyazawa, EC Xavier - Computers & operations …, 2013 - Elsevier
This article addresses the Strip Packing Problem with Unloading Constraints (SPU). In this
problem, we are given a strip of fixed width and unbounded height, and n items of C different …

A batching-move iterated local search algorithm for the bin packing problem with generalized precedence constraints

R Kramer, M Dell'Amico, M Iori - International Journal of Production …, 2017 - Taylor & Francis
In this paper, we propose a generalisation of the bin packing problem, obtained by adding
precedences between items that can assume heterogeneous non-negative integer values …

Exact solutions for the 2d-strip packing problem using the positions-and-covering methodology

NM Cid-Garcia, YA Rios-Solis - Plos one, 2021 - journals.plos.org
We use the Positions and Covering methodology to obtain exact solutions for the two-
dimensional, non-guillotine restricted, strip packing problem. In this classical NP-hard …