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Publications

Discover more of our presentations and articles over the past years.

*Please note that older presentations may contain outdated information.*

Presentations from SC24, November 24

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Slinky: The Missing Link Between Slurm and Kubernetes

Skyler Malinowski & Tim Wickberg, SchedMD

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Slurm Community Birds-of-a-Feather

Tim Wickberg & Danny Auble, SchedMD

Presentations from Slurm User Group Meeting, September 2024

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ORNL Site Report & Feature Discussion

Matt Ezell and Paul Peltz, Oak Ridge National Laboratory

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Bringing in Robust, Memory-Driven Affinity to Slurm

Edgar A. León, Lawrence Livermore National Laboratory

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Step Management Enhancements

Felip Moll, Oriol Vilarrubí, and Brian Christiansen, SchedMD

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Site Report: Jump Trading

Matthieu Hautreux and Larry Pezzaglia, Jump Trading

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The Evolution of Slurm at CSCS: From Monolithic Service to Multi-tenant vService

Gennaro Oliva, CSCS

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Slinky – Slurm Operator

Skyler Malinowski, Alan Mutschelknaus, and Marlow Warnicke, SchedMD

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No-Touch Administration: Managing Slurm at Scale

Dr. Urban Borštnik, ETH Zürich

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TrailblazingTurtle: A Comprehensive Web Portal for Maximizing HPC Resource Utilization

Simon Guilbault, Université Laval

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Field Notes 8: How to Make the Most of Slurm, and Avoid Common Issues

Alejandro Sánchez, SchedMD

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Enabling Event-Driven Workflows With AWS and the Slurm API

Cory Lueninghoener (Sandia National Laboratory), Lowell Wofford (AWS)

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Gaining More Control Over Node Scheduling with the Topology/Block Plugin

Vasileios Karakasis, Felix Abecassis, Craig Tierney, and Douglas Wightman, NVIDIA

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Improving Job Throughput in HPC with Adaptive Time Limit Management

Thomas Jakobsche, University of Basel

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Slurm on SuperMUC-NG at LRZ

Dr. Alexander Block, Leibniz Supercomputing Centre (LRZ)

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Slinky – Slurm Bridge

Skyler Malinowski, Alan Mutschelknaus, and Marlow Warnicke, SchedMD

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Slurm Wiki and Tools – a Niflheim site report

Dr. Ole Helm Nielsen, Technical University of Denmark (DTU)

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Maximizing HPC Efficiency for Ansys Simulations: Addressing Critical IT Concerns with Slurm Resource Management and Scheduling

David Clifton and Morten Loderup, Ansys

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Magic Castle: Canadian HPC as a Service

Félix-Antoine Fortin, Digital Research Alliance of Canada

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Slurm 24.05, 24.11, and Beyond

Danny Auble, SchedMD

Presentations from SC23, November 23

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Slurm and/or/vs Kubernetes

Tim Wickberg, SchedMD

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Slurm 23.02, 23.11, and Beyond

Tim Wickberg, SchedMD

Presentations from Slurm User Group Meeting, September 2023

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Keynote: Improving Quinoa Through the Development of Genetic and Genomic Resources

David Jarvis, Brigham Young University

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Never Use Slurm HA Again: Solve All Your Problems with Kubernetes

Chris Samuel and Doug Jacobsen, NERSC

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Containers in Slurm

Scott Hilton, SchedMD

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Build a Flexible and Powerful High Performance Computing Foundation with Google Cloud

Volker Eyrich (Google) and Joshua Fryer (Recursion)

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Demand Driven Cluster Elasticity

Mike Fazio, Dow

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Field Notes 7 – How to Make the Most of Slurm and Avoid Common Issues

Jason Booth, SchedMD

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Accelerating Genomics Research Machine Learning with Slurm

Willy Markuske, San Diego Supercomputing Center (SDSC)

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Saving Power with Slurm

Ole Nielsen, Technical University of Denmark (DTU)

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Running Flux in Slurm

Ryan Day, LLNL

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Site Report: CINECA Experience with Slurm

Alessandro Marani, CINECA

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Step Management Enhancements

Brian Christiansen, SchedMD

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System and Job Scheduling Simulation for Enhancing Production HPC

Vivian Hafener, LANL

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Site Update: Georgia Institute of Technology

Marian Zvada and Aaron Jezghani, Georgia Tech

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Building Blocks in the Cloud: Scaling LEGO Engineering with AWS High-Performance Computing

Brian Skjerven and Matt Vaugh, AWS

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Slurm 23.02, 23.11, and Beyond (Roadmap)

Tim Wickberg, SchedMD

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Optimizing Diverse Workloads and Resource Usage with Slurm

Chansup Byun et al, LLSC

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Slurm’s REST API

Nathan Rini, SchedMD

Presentations from Dell HPC Community, September 2023

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Slurm and/or/vs Kubernetes

Tim Wickberg, SchedMD

Presentations from Cray User Group, May 2023

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Slurm 23.02, 23.11, and Beyond

Tim Wickberg, SchedMD

Presentations from SC22, November 2022

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Slurm ♥ Containers

Nate Rini & Tim Wickberg, SchedMD

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Doing More with Slurm Advanced Capabilities

Shawn Hoopes, SchedMD

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Slurm 22.05, 23.02, and Beyond

Tim Wickberg, SchedMD

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Slurm and/or/vs Kubernetes

Tim Wickberg, SchedMD

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Accelerating HPC and AI with Slurm and SchedMD

Nick Ihli, SchedMD

Presentations from the HPC Containers Advisory Working Group, November 2022

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Slurm Containers

Nathan Rini, SchedMD

Presentations from CNCF Research End User Group, October 2022

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Slurm Container Support w/video

Nathan Rini, SchedMD

Presentations from Slurm User Group Meeting, September 2022

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Field Notes 6: From the Frontlines of Slurm Support w/video

Jason Booth, SchedMD

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Pathfinding Into the Clouds w/video

Ole Nielsen, Technical University of Denmark (DTU)

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OCI Containers with scrun w/video

Nathan Rini, SchedMD

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LBNL Site Report w/video

Wei Feinstein, Lawrence Berkeley National Laboratory

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Cloudy, with a Chance of Dynamic Nodes w/video

Nick Ihli, SchedMD

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Burst Buffer Lua Plugin for Lustre w/video

Kota Tsuyuzaki / Rikimaru Honjo / Yusuke Kaneko / Kohei Tahara, NTT Computer and Data Science Laboratory / NTT TechnoCross Corporation

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22.05, 23.02, and Beyond w/video

Tim Wickberg, SchedMD

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EDA Slurm Cluster on AWS w/video

Allan Carter, AWS

Presentations from NHR Container Workshop, December 2021

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Containers and Slurm

Nathan Rini, SchedMD

Presentations from SC21, November 2021

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BOF: Slurm Birds of a Feather

Tim Wickberg, SchedMD

Presentations from Slurm User Group Meeting, September 2021

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Field Notes 5: From the Frontlines of Slurm Support w/video

Jason Booth, SchedMD

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REST API and also Containers w/video

Nathan Rini, SchedMD

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burst_buffer/lua and slurmscriptd w/video

Marshall Garey, SchedMD

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Slurm in the Clouds w/video

Nick Ihli, SchedMD

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Slurm 21.08 and Beyond, w/video

Tim Wickberg, SchedMD

Presentations from SC20, November 2020

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Slurm Birds of a Feather

Tim Wickberg, SchedMD

Presentations from Slurm User Group Meeting, September 2020

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Field Notes 4: From the Frontlines of Slurm Support w/video

Jason Booth, SchedMD

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Cloud and Stuff w/video

Brian Christiansen, SchedMD

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REST API w/video

Nathan Rini, SchedMD

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Slurm 20.11 and Beyond w/video

Tim Wickberg, SchedMD

Presentations from PEARC HPCSYSPROS Workshop, August 2020

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REST API

Nathan Rini, SchedMD

Presentations from Slurm User Group Meeting, September 2019

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Welcome

Danny Auble, SchedMD

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Tutorial: TRES and Banking

Brian Christiansen, SchedMD

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Technical: GPU Scheduling and the cons_tres plugin

Chad Vizino and Morris Jette, SchedMD

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Site Report: LANL

Joseph ‘Joshi’ Fullop, LANL

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Tutorial: Cgroups and pam_slurm_adopt

Marshall Garey, SchedMD

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Site Report: Enabling and Scaling Diverse Work Loads Efficiently with Slurm

Chansup Byun et al., MIT Lincoln Laboratory

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Priority and Fair Trees

Shawn Hoopes, SchedMD

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Tutorial: Slurm: Seamless Integration with Unprivileged Containers

Luke Yeager et al., NVIDIA

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Technical: REST API

Nathan Rini, SchedMD

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Technical: Job Container Plugin for Managing Node Local Namespaces

Aditi Gaur, NERSC

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Technical: VMs and Containers for a Slurm-Based Development Cluster

François Daikhaté, CEA

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Technical: High Throughput Computing

Broderick Gardner, SchedMD

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Site Report: Slurm on Sherlock

Kilian Cavalotti, Stanford Research Computing Center

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Slurm + GCP

Brian Christiansen (SchedMD) and Keith Binder (Google)

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Site Report: ORNL

Matt Ezell, ORNL

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Technical: Monitoring Slurm with a Splunk App

Nicole Dobson, LANL

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Site Report: NERSC

Chris Samuel, NERSC

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Tutorial: Troubleshooting

Albert Gil and Jason Booth, SchedMD

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Technical: Slurm Account Synchronization with UNIX Groups and Users

Ole Nielsen, Technical University of Denmark (DTU)

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Technical: A Fully Configurable HPC Web Portal for Managing Slurm Jobs

Patrice Calegari, Atos

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Technical: Slurm 19.05

Tim Wickberg, SchedMD

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Technical: Slurm 20.02 and Beyond

Tim Wickberg, SchedMD

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Technical: Field Notes From a MadMan

Tim Wickberg, SchedMD

Presentations from Slurm User Group Meeting, September 2018

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Tutorial: Slurm Overview

Felip Moll Marquès, SchedMD

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Technical: Workload Management Requirements for an Interactive Computing e-Infrastructure

Sadaf Alam (CSCS) and the ICEI team (BSC, CEA, CINECA, CSCS, Jülich)

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Technical: Slurm in a Container Only World – Are We Crazy?

Paul Peltz and Lowell Wofford (LANL)

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Technical: Kraken – A Stateful Approach to Cluster Management

Paul Peltz and Lowell Wofford (LANL)

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Technical: A Declarative Programming Style Job Submission Filter

Douglas Jacobsen, NERSC

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Technical: Generalized Hypercube (GHC) – A Topology Plugin

M. Clayer and A. Faure, Atos

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Technical: Keeping Accounts Consistent Across Clusters Using LDAP and YAML

Christian Clémonçon, Ewan Roche, Ricardo Silva (EPFL)

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Technical: Real-Time Job Monitoring Using an Extended slurmctld Generic Plugin – Introducing the Plugin Architecture SPACE

Mike Arnhold, Ulf Markwardt, and Danny Rotscher (Dresden)

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Technical: Scheduling by Trackable Resource (cons_tres)

Morris Jette and Dominik Bartkiewicz, SchedMD

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Technical: Slurm 18.08 Overview

Brian Christiansen, SchedMD

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Technical: Layout for Checkpoint Restart on Specialized Blades

Bill Brophy, Martin Perry, Doug Parisek, and Steve Mehlberg (Atos)

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Site Report: CEA Site Report

Regine Gaudin, CEA

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Site Report: Colliding High Energy Physics with HPC, Cloud, and Parallel Filesystems

Carolina Lindqvist, Pablo Llopis, and Nils Høimyr (CERN)

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Technical: Slurm Simulator Improvements and Evaluation

Marco D’Amico, Ana Jokanovic, Julita Corbalan (BSC)

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Site Report: CETA-CIEMAT Site Report

Alfonso Pardo, CETA-CIEMAT

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Site Report: Tuning Slurm the CSCS Way

Miguel Gila, CSCS

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Technical: Workload Scheduling and Power Management

Morris Jette and Alejandro Sanchez, SchedMD

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Site Report: LANL Site Report – One Year Post Migration

Joseph ‘Joshi’ Fullop, LANL

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Technical: Field Notes Mark 2: Random Musings From Under a New Hat

Tim Wickberg, SchedMD

Presentations from Slurm Booth and Birds of a Feather, SC17, November 2017

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Booth: Slurm Overview

Brian Christiansen, Marshall Garey, Isaac Hartung (SchedMD)

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Booth: Heterogeneous Job Support

Morris Jette, Tim Wickberg (SchedMD)

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Booth: From Moab to Slurm: 12 HPC Systems in 2 Months

Paul Peltz, Los Alamos National Laboratory

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Booth: PMIx Multi-Cluster Operations

Ralph H. Castain

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Booth: Federated Cluster Support

Brian Christiansen, SchedMD

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Booth: PMIx Plugin with UCX Support

Artem Polyakov, Mellanox

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BOF: Slurm Birds of a Feather

Tim Wickberg, SchedMD

Presentations from Slurm User Group Meeting, September 2017

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Keynote: Supernova Cosmology & Supercomputing

Alex Kim, Lawrence Berkeley National Laboratory

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Tutorial: Introduction to Slurm

Tim Wickberg, SchedMD

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Technical: SLURMFS – Resource Manager File System for Slurm

Steven Senator, Los Alamos National Laboratory

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Technical: Federated Cluster Support

Brian Christiansen and Danny Auble, SchedMD

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Technical: Utilizing Slurm and Passive Nagios Plugins for Scalable KNL Compute Node Monitoring

Tony Quan and Basil Lalli, NERSC/LBNL

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Technical: Field Notes From the Frontlines of Slurm Support

Tim Wickberg, SchedMD

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Technical: Towards Modular Supercomputing with Slurm

Dorian Krause et al. JSC

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Technical: Heterogeneous Job Support

Morris Jette, SchedMD

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Technical: cli_filter – command line filtration, manipulation, and introspection of job submissions

Douglas Jacobsen, NERSC

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Technical: Slurm – Some Slightly Unconventional Use Cases

Chris Hill (MIT), Rajul Kumar (Northeastern), Evan Weinberg and Naved Ansari (BU), Tim Donahue

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Technical: Managing Diversity in Complex Workloads in a Complex Environment

Nicholas Cardo, CSCS

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Technical: SELinux policy for Slurm

Gilles Wiber and Mathieu Blanc (CEA), M’hamed Bouaziz and Liana Bozga (Atos)

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Site Report: From Moab to Slurm: 12 HPC Systems in 2 Months

Peltz, Fullop, Jennings, Senator, Grunau (Los Alamos National Laboratory)

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Site Report: NERSC Site Report

James Botts and Douglas Jacobsen

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Technical: Slurm Roadmap – 17.11, 18.08, and Beyond

Danny Auble, Morris Jette, Tim Wickberg (SchedMD)

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Technical: New Statistics Using TRES

Bill Brophy, Martin Perry, Thomas Cadeau (Atos)

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Technical: Enabling web-based interactive notebooks on geographically distributed HPC resources

Alexandre Beche, EPFL

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Technical: Slurm Singularity Spank Plugin

Martin Perry, Steve Mehlberg, Thomas Cadeau (Atos)

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Site Report: A Slurm Odyssey: Slurm at Harvard FAS Research Computing

Paul Edmond

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Site Report: LLSC Adoption of Slurm for Managing Diverse Resources and Workloads

Chansup Byun et al. MIT Lincoln Laboratory

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Site Report: Cyfronet Site Report – Improving Slurm Usability and Monitoring

M Pawlik, J. Budzowski, L. Flis, P Lason, M. Magrys

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Technical: When You Have a Hammer, Everything Looks Like a Nail – Checkpoint / Restart in Slurm

Manuel Rodríguez-Pascual, J.A. Moríñigo, and Rafael Mayo-García, CIEMAT

Presentations from Slurm Booth and Birds of a Feather, SC16, November 2016

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Booth: Process Management Interface – Exascale (PMIx)

Ralph H. Castain

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Booth: Bull Slurm Related Developments, w/ Job Packs demo video

Yiannis Georgiou, Bull Atos

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Booth: Transition Hangout (a.k.a. how we converted to Slurm)

Ryan Cox (BYU), Bruce Pfaff (NASA)

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Booth: Expanding Serial Analysis with Slurm Arrays

Christopher Coffey, Northern Arizona University

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Booth: Intel HPC Orchestrator

Tom Krueger, Intel

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Booth: Slurm Overview

Moe Jette, SchedMD

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BOF: Slurm State of the Union; v16.05, v17.02 and Beyond

Tim Wickberg, SchedMD

Presentations from Slurm User Group Meeting, September 2016

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Keynote: Computer-aided drug design for novel anti-cancer agents

Dr. Zoe Cournia (Biomedical Research Foundation, Academy of Athens)

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Technical: Overview of Slurm Version 16.05

Danny Auble (SchedMD), Yiannis Georgiou (Bull)

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Technical: MCS (Multi-Category Security) Plugin

Aline Roy, CEA

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Technical: Slurm Burst Buffer Integration

David Paul, NERSC

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Technical: Slurm Configuration Impact on Benchmarking

José Moríñgo, Manuel Rodríguez-Pascual, and Rafael Mayo-García, CIEMAT

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Technical: Real-time monitoring Slurm jobs with InfluxDB

Carlos Fenoy García

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Technical: Optimising HPC Resource Allocation Through Monitoring

Alexandre Beche, EPFL

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Technical: Simunix, a large scale platform simulator

David Glesser and Adrien Faure, Bull Atos

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Site Report: Swiss national Supercomputer Centre (CSCS)

Nicholas Cardo

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Technical: Configure a Slurm cluster with Ansible

Johan Guldmyr, CSC

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Technical: Checkpoint/restart in Slurm: current status and new developments

Manuel Rodríguez-Pascual, J.A. Moríñigo, and Rafael Mayo-García, CIEMAT

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Technical: Intel Knights Landing (KNL)

Morris Jette and Tim Wickberg, SchedMD

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Technical: Job Packs – A New Slurm Feature for Enhanced Support of Heterogeneous Resources

Andry Razafinjatovo, Martin Perry, and Yiannis Georgiou (Bull Atos), Matthieu Hautreux (CEA)

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Technical: Improving system utilization under strict power budget using the layouts

Dineshkumar Rajagopal, Yiannis Georgiou, and David Glesser, Bull Atos

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Technical: High definition power and energy monitoring support

Thomas Cadeau and Yiannis Georgiou, Bull Atos

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Technical: Federated Cluster Scheduling

Dominik Bartkiewicz and Brian Christiansen, SchedMD

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Technical: Slurm Roadmap – SchedMD

Danny Auble, SchedMD

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Technical: Slurm Roadmap – Bull

Yiannis Georgiou and Andry Razafinjatovo, Bull Atos

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Site Report: Electricité de France (EDF)

Cécile Yoshikawa

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Site Report: Leibniz-Rechenzentrum (LRZ)

Juan Pancorbo Armada

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Site Report: NERSC Site Report – One Year of Slurm

Douglas Jacobsen

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Site Report: Experience Using Slurm on ARIS HPC System

Nikos Nikoloutsakos, GRNET

Presentations from Slurm Booth and Birds of a Feather, SC15, November 2015

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Booth: PMIx – Enabling Application-Driven Execution at Exascale

Ralph H. Castain

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Booth: NASA NCCS Site Update

Bruce Pfaff, NASA

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Booth: Brigham Young University – Site Report

Ryan Cox, BYU

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Booth: Slurm Overview

Brian Christiansen and Danny Auble, SchedMD

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Booth: Never Port Your Code Again – Docker Functionality with Shifter using Slurm

Shane Canon, NERSC

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Booth: Slurm Burst Buffer Support

Tim Wickberg, SchedMD

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Booth: Slurm Overview and Elasticsearch Plugin

Alejandro Sanchez, SchedMD

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Booth: All Things TRES

Brian Christiansen, SchedMD

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BOF: Slurm Version 15.08

Danny Auble, SchedMD

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BOF: Improving Backfilling by using Machine Learning to Predict Running Times in Slurm

David Glesser, Bull

Presentations from Slurm User Group Meeting, September 2015

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Keynote: 10-Years of Computing and Atmospheric Research at NASA: 1 day per day

Bill Putnam, NASA

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Technical: Overview of Slurm Version 15.08

Morris Jette and Danny Auble (SchedMD), Yiannis Georgiou (Bull)

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Technical: Trackable Resources (TRES)

Brian Christiansen and Danny Auble, SchedMD

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Technical: Message Aggregation

Danny Abule (SchedMD), Yiannis Georgiou and Martin Perry (Bull)

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Technical: Slurm Burst Buffer Support

Morris Jette (SchedMD), Tim Wickberg (GW)

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Technical: Partition QOS

Danny Auble, SchedMD

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Technical: Slurm Power Management Support

Morris Jette, SchedMD

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Technical: Slurm Layouts Framework

Matthieu Hautreux, CEA

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Technical: Power Adaptive Scheduling

Yiannis Georgiou and David Glesser (Bull), Matthieu Hautreux (CEA), Denis Trystram (LIG)

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Technical: Never Port Your Code Again – Docker Functionality with Shifter Using Slurm

Douglas Jacobsen, James Botts, and Shane Canon, NERSC

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Technical: Increasing Cluster Thoughput with Slurm and rCUDA

Federico Silla, Technical University of Valencia Spain

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Technical: Running Virtual Machines in a Slurm Batch System

Ulf Markwardt, Technische Universität Dresden

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Technical: Supporting SR-IOV and IVSHMEM in MVAPICH2 on Slurm

Xiaoyi Lu, Jie Zhang, et al., The Ohio State University

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Technical: Heterogeneous Resources and MPMD (aka Job Pack)

Rod Schultz and Martin Perry (Atos), Matthieu Hautreaux (CEA), Yiannis Georgiou (Atos)

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Technical: Towards Multi-Objective Resource Selection

Dineshkumar Rajagopal, David Glesser, Yiannis Georgiou, Bull

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Technical: Enhancing Startup Performance of Parallel Applications with Slurm

Sourav Chakraborty, et al., OSU/LLNL

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Technical: Adaptable Profile-Driven TestBed (“Apt”)

Brian Haymore, The University of Utah

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Technical: Using and Modifying the BSC Slurm Workload Simulator

Stephen Trofinoff and Massimo Benini, CSCS

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Technical: Improving Job Scheduling by Using Machine Learning

David Glesser, Yiannis Georgiou (Bull) and Denis Trystram (LIG)

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Technical: Federated Cluster Scheduling

Brian Christiansen and Danny Auble, SchedMD

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Technical: Native Slurm on the XC30

Douglas Jacobsen, James Botts, NERSC

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Technical: Slurm Roadmap – Versions 16.05 and Beyond

Morris Jette and Danny Auble (SchedMD), Yiannis Georgiou (Bull)

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Technical: Exascale Process Management Interface

Ralph Castain (Intel), Joshua Ladd, Artem Polyakov (Mellanox), David Bigagli (SchedMD), Gary Brown (Adaptive Computing)

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Site Report: Brigham Young Iniversity

Ryan Cox, BYU

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Site Report: University of South Florida

John DeSantis, USF

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Site Report: NASA Center for Climate Simulation

Bruce Pfaff, NASA

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Site Report: Jülich Supercomputing Centre

Dorian Krause, JSC

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Site Report: The George Washington University

Tim Wickberg, GW

Presentations from Slurm Booth and Birds of a Feather, SC14, November 2014

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Slurm Overview

Danny Auble and Brian Christiansen, SchedMD

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Slurm Version 14.11

Jacob Jenson, SchedMD

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Slurm Version 15.08 Roadmap

Jacob Jenson, SchedMD

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Slurm on Cray Systems

David Wallace, Cray

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Fair Tree: Fairshare Algorithm for Slurm

Ryan Cox and Levi Morrison (Brigham Young University)

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VLSCI Site Report

Chris Samuel (VLSCI)

Presentations from Slurm User Group Meeting, September 2014

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Welcoming Address

Colin McMurtie (Swiss National Supercomputing Centre, CSCS)

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Overview of Slurm Versions 14.03 and 14.11

Jacob Jenson (SchedMD) and Yiannis Georgiou (Bull)

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Warewulf Node Health Check

Jacqueline Scoggins and Michael Jennings (Lawrence Berkeley National Lab)

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Slurm Process Isolation

Bill Brophy, Martin Perry and Yiannis Georgiou (Bull), Morris JEtte (SchedMD), Matthieu Hautreux (CEA)

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Improving Message Forwarding Logic in Slurm

Rod Schultz, Martin Perry and Yiannis Georgiou (Bull), Matthieu Hautreux (CEA), Danny Auble and Morris Jette (SchedMD)

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Tuning Slurm Scheduling for Optimal Responsiveness and Utilization

Morris Jette (SchedMD)

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Improving HPC Applications Scheduling with Predictions Based on Automatically-Collected Historical Data

Carlos Fenoy García (Barcelona Supercomputing Centre)

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OStrich: Fair Scheduler for Burst Submissions of Parallel Job

Krzysztof Rzadca (University of Warsaw) and Filip Skalski (University of Warsaw / Google)

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Adaptive Resource and Job Management for Limited Power Consumption

Yiannis Georgiou and David Glesser (Bull), Matthieu Hautreux (CEA), Denis Trystram (University Grenoble-Alpes)