Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big
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Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics

15 November 2022

Dominik Scheinert

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Papers citing "Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics"

14 / 14 papers shown

Title
Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures Jonathan Bader Fabian Lehmann Alexander Groth L. Thamsen Dominik Scheinert Jonathan Will Ulf Leser O. Kao 66 8 0 16 Aug 2022
Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters Jonathan Bader Fabian Lehmann L. Thamsen Jonathan Will Ulf Leser O. Kao 60 18 0 23 May 2022
Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters Jonathan Bader L. Thamsen S. Kulagina Jonathan Will Henning Meyerhenke O. Kao 67 22 0 09 Nov 2021
Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation Dominik Scheinert Houkun Zhu L. Thamsen Morgan K. Geldenhuys Jonathan Will Alexander Acker O. Kao 44 11 0 27 Aug 2021
Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts Dominik Scheinert L. Thamsen Houkun Zhu Jonathan Will Alexander Acker Thorsten Wittkopp O. Kao 52 15 0 29 Jul 2021
C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds Jonathan Will L. Thamsen Dominik Scheinert Jonathan Bader O. Kao 56 15 0 28 Jul 2021
TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling Pedro Mendes Maria Casimiro Paolo Romano David Garlan 62 18 0 09 Nov 2020
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification Yunsheng Shi Zhengjie Huang Shikun Feng Hui Zhong Wenjin Wang Yu Sun AI4CE 93 789 0 08 Sep 2020
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 663 5,808 0 25 Jul 2019
Class-Balanced Loss Based on Effective Number of Samples Huayu Chen Menglin Jia Nayeon Lee Yang Song Serge J. Belongie 202 2,281 0 16 Jan 2019
Low-Level Augmented Bayesian Optimization for Finding the Best Cloud VM Chin-Jung Hsu V. Nair Vincent W. Freeh Tim Menzies 34 94 0 28 Dec 2017
Topology Adaptive Graph Convolutional Networks Jian Du Shanghang Zhang Guanhang Wu José M. F. Moura S. Kar GNN 80 304 0 28 Oct 2017
Self-Normalizing Neural Networks Günter Klambauer Thomas Unterthiner Andreas Mayr Sepp Hochreiter 460 2,516 0 08 Jun 2017
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 376 13,145 0 12 Mar 2015