Speakers

Name Presentation(s)
Adam Lewis Deploying Dask
Adam Lewis Deploy JupyterHub with Dask Gateway on Kubernetes in 15 minutes
Alexander Hirner (Memorable) Lessons of running an always-on Dask Cluster
Amit Kumar Deploy JupyterHub with Dask Gateway on Kubernetes in 15 minutes
Amit Kumar Deploying Dask
Anderson Banihirwe Dask in HPC, Pangeo, Xarray User Forum, Deploying Dask
Andrew Mshar Scale Machine Learning Code with Dask
Anthony Dubois Transforming Terabytes of healthcare data with Dask and Kubeflow pipeline
Argenis Leon Using Dask for real time feedback in a data wrangling web application
Benjamin Zaitlen Bringing Dask Workloads to GPUs with RAPIDS, Doing Nothing Poorly: Accelerating Dask Scheduling, Doing Nothing Poorly: Accelerating Dask Scheduling
Ben Leighton Characterizing vegetation patch proximity and size across Australia with skimage and dask map overla, Dask Down Under: Panel Discussion, Characterizing vegetation patch proximity and size across Australia with skimage and dask map overla, Dask Down Under
Brad Miro Dask-Yarn: Scaling Distributed Dask Applications on a Hadoop Cluster, Deploying Dask
Brendan Collins Using Dask to Finetune Geo-Raster Analysis
Chelle Gentemann Keynote: Reimagining Science
Chinmay Chandak GPU-accelerated Streaming @ Scale using Dask
Clark Zinzow Dask-on-Ray: Using Dask for Large-scale Data Processing on Ray
Dan Kerrigan Capital One uses Dask!
Deepak Cherian Xarray User Forum
Draga Doncila Pop Interactive visualization and near real-time analysis on out-of-core satellite images Speaker, Interactive visualization and near real-time analysis on out-of-core satellite images Speaker, Dask Down Under: Panel Discussion, Dask Down Under
Genevieve Buckley Dask Down Under: Panel Discussion, Life science workshop, Dask Down Under: Panel Discussion, Dask Down Under
Gil Forsyth Doing Nothing Poorly: Accelerating Dask Scheduling
Grant Gelven Keynote: Clusters of Clusters: Using Dask Distributed to Scale Enterprise Machine Learning Systems
Guido Imperiale Active Memory Management on Dask.distributed
Guillaume Eynard-Bontemps Dask in HPC
Han Wang Dask SQL Query Engines
Holden Karau Keynote: Design Principles of Distributed Systems
Hugo Bowne-Anderson Dask for Everyone with Coiled, Dask Down Under: Panel Discussion, Dask Down Under
Hugo Shi Dask DataFrame groupby. Why it can fail and how to compensate.
Ian Rose The Dask JupyterLab extension
Itamar Turner-Trauring Logging for scientific computing: debugging, performance, Dask
Jacob Schmitt Using GPUs to Accelerate Data Science with Dask + RAPIDS
Jacob Tomlinson Deploying Dask
Jacqueline Nolis Using Dask and many GPUs to train a neural network with PyTorch
James Bourbeau Processing a Petabyte in the Cloud, Hacking Dask: Diving Into Dask’s Internals, Doing Nothing Poorly: Accelerating Dask Scheduling
James Lamb How Distributed LightGBM on Dask Works
Jan-Willem Steeb Radio Astronomy Applications with Dask
Jenna Lau-Caruso Bringing Dask to High Performance Computing (HPC) Clusters and Grids
Jie Lou Keynote: Dask & Prefect for Healthcare Machine Learning on AWS
Joe Schmid Keynote: Dask & Prefect for Healthcare Machine Learning on AWS
Joe Wolfe Standardizing the Model Development and Approval Process
John Kirkham Doing Nothing Poorly: Accelerating Dask Scheduling
Jonathan Kenyon Radio Astronomy Applications with Dask
Jon Mease Architectures for Scalable Analytic Dashboards in Python with Dask Distributed and Dash
Joris Van den Bossche Scaling geospatial vector data, High-Performance Data Access for Dask
José Morales mlforecast: Scalable machine learning based time series forecasting
Julia Signell Hacking Dask: Diving Into Dask’s Internals, Scaling geospatial vector data
Kathleen Burnett, Anywhere League Social Event: Quiz Night
Kevin Kho An Intro to Workflow Management with Prefect
Kimberley Opie Characterizing vegetation patch proximity and size across Australia with skimage and dask map overla
Kirill Kouzoubov Dask Down Under: Patterns for large scale temporal processing of geo-spatial data using Dask
KRIEF David Transforming Terabytes of healthcare data with Dask and Kubeflow pipeline
Krishan Bhasin Scaling Pandas using Dask: How to avoid all my mistakes
Landman Bester Radio Astronomy Applications with Dask
Leo Meyerovich 100GB/s GPU log analytics at Graphistry: A case study and production lessons on tuning dask-cudf
Lexy A. L. Andati Radio Astronomy Applications with Dask
Luis Aguirre Using Dask for real time feedback in a data wrangling web application
Lukas Heinrich Dask in High-Energy Physics community
Mads R. B. Kristensen An Introduction to Memory Spilling, Doing Nothing Poorly: Accelerating Dask Scheduling
Martin Durant High-Performance Data Access for Dask
Martin Fleischmann Scaling geospatial vector data
Matt Rocklin Doing Nothing Poorly: Accelerating Dask Scheduling
Michael Feiman Bringing Dask to High Performance Computing (HPC) Clusters and Grids
Michael Sebbah Transforming Terabytes of healthcare data with Dask and Kubeflow pipeline, Advanced data transformation pipeline for AI portfolio management
Michael Wood-Vasey Dark Energy with Dask: Analyzing data from the Next Generation of Large Astronomical Surveys
Mike Klaczynski Dask SQL Query Engines
Mike McCarty Finance Workshop, Scale Machine Learning Code with Dask
Miles Adkins Dask SQL Query Engines
Nanthini Balasubramanian Deploying Dask
Nicholas Smith Analyzing particle physics data in the scientific python ecosystem
Nick Becker Bringing Dask Workloads to GPUs with RAPIDS
Nick Mortimer Making the most of your schedule: From HPC to Local Cluster, Dask Down Under
Nils Braun Dask SQL Query Engines
Noureddine Boumlaik Advanced data transformation pipeline for AI portfolio management
Oksana Shadura Challenges Designing Interactive Analysis Facilities with Dask, Dask in High-Energy Physics community
Paige E. Martin Pangeo
Paul Branson Dask Down Under: Panel Discussion, Making the most of your schedule: From HPC to Local Cluster
Philippe Cotte Advanced data transformation pipeline for AI portfolio management
Remy Welch Scale model training in minutes with Dask + Rapids on GCP AI Platform
Richard Zamora NVTabular: Building a Dask-based Library for Recommender-System Data Pipelines, High-Performance Data Access for Dask, Doing Nothing Poorly: Accelerating Dask Scheduling
Ruby Van Rooyen Radio Astronomy Applications with Dask
Ryan Soley Standardizing the Model Development and Approval Process, Scale Machine Learning Code with Dask
Scott Sievert Training PyTorch models faster with Dask
Simon Perkins Radio Astronomy Applications with Dask
Stanley Seibert Metagraph: An Adventure in Types, Heterogenous Hardware, and Compilers in Dask
Sultan Orazbayev Record linkage on a SLURM cluster with Dask
Tatiana Statsenko (Memorable) Lessons of running an always-on Dask Cluster
Tim Cornwell, SKA project Radio Astronomy Applications with Dask
Tisham Dhar Dask Down Under: Dask DevOps for Remote Sensing, Dask Down Under: Panel Discussion, Dask Down Under
Tom Augspurger Pangeo, Scalable geospatial data analysis with Dask
Tom Drabas Dask SQL Query Engines
Xavier Bouthillier Hyperparameter Optimization using Dask with Oríon
Yoann Janvier Transforming Terabytes of healthcare data with Dask and Kubeflow pipeline