We'll be holding a CentOS Dojo at Oak Ridge National Labs, in Oak Ridge, Tennessee, on Tuesday, April 16th, 2019

[https://www.olcf.ornl.gov/calendar/centos-dojo/ REGISTER TODAY]

Further details will be here as they are available. Also watch [http://twitter.com/centosproject/ @CentOSProject] on Twitter for updates

Featured Speakers

We will have speakers from many technology sectors, including:



Drinks and light hors d'oeuvres at [https://hardin-valley.thecasualpint.com/ The Casual Pint], 6-9pm





Keynote Jack Wells ORNL Directory of Science, ORNL


Numan Laanait - Physicist, ORNL


Alex Volkov -- Nvidia




Optional Tours of Summit and Titan


Gerlof Langeveld - Author of the Linux atop CLI tool


Dalton Lunga (Spark + TF for Satellite Image Analysis), ORNL


Steve Smoogen -- Red Hat Senior Engineer and package guru


Ryant Nelson, IBM Cognitive Software Engineer


Meetup at downtown location TBD


Dr. Numan Laanait - Decoding Inverse Problems in Materials with Deep Learning on Summit

Many challenging inverse problems permeate materials science and physics. The latest developments in machine learning promise to offer robust and accurate solutions to some of these age-old problems. Yet, questions of interest in the physical sciences carry far more complexity both computational and conceptual than are addressed by machine learning advances emanating from the tech sector. In this talk, I will report on research aimed at the development of new machine learning models and their deployment on supercomputers to address the scientific needs of materials science and physics. In particular, I will show that distributed deep learning, implemented on Oak Ridge National Lab’s Summit supercomputer (and scaled to 10,000 GPUs) gives promising results in “inverting” electron scattering data into the electron density of materials; an age-old inverse problem that has remained unsolved for nearly 80 years.

Dr. Numan Laanait is a computational and experimental physicist in the Computational Sciences and Engineering Division at Oak Ridge National Laboratory. His current research focuses on investigating the organizing principles of correlated systems, in both hard and soft matter, by developing novel computational techniques from the fields of machine learning and high-performance computing. Dr. Laanait joined Oak Ridge National Lab in 2014 as a Eugene P. Wigner Fellow and received a Ph.D. in Condensed Matter Physics from the University of Illinois in 2012. In the past, Dr. Laanait has led the development of open source software packages and the design of instruments at large scale experimental user facilities.

Gerlof Langeveld - Practical use of Linux capabilities

In conventional UNIX systems, processes running under a 'normal' user identity had no specific privileges whatsoever while processes running under the root identity had all special privileges, like the ability to reboot the system, to kill any process, to open raw sockets, etcetera. The capability mechanism implemented by the Linux kernel enables a process to get only a limited set of these privileges, just enough to do the special tasks that this process is supposed to do. Nowadays capabilities are used by systemd to provide specific privileges to services and by Docker to provide specific privileges to the process that is running in a container. Furthermore, capabilities are used as an alternative for setuid executables that enable normal users to run a specific program (like ping) under the root identity. In this presentation I will explain how the capability mechanism works and how systemd, containers and executable files are related to this feature.

Gerlof Langeveld is trainer/consultant for AT Computing in The Netherlands. He teaches courses about programming languages (like Python and C) and courses about the Linux operating system, like ‘Linux System Programming' and 'Linux Performance Analysis and Tuning’. Gerlof has been involved with performance analysis for more than 25 years and published various articles about this subject in technical magazines. He created and maintains the open source monitor program 'atop' (and the related kernel module 'netatop') that is available in the repositories of most Linux distributions and via the website https://www.atoptool.nl

Akex Volkov - Scaling GPU workloads on datacenter clusters using GPU and MPI aware containers.

Graphical Processing Units (GPUs) are critical to modern HPC (high performance compute) and ML/DL (machine learning/deep learning) computing workloads. Requirements of engineers and scientists can easily scale to petaflops whereas the current state of the art GPU performance is in teraflops range. Continuing in the tradition of cluster computing GPUs are scaled to petaflops performance by using traditional technologies such as MPI (message passing interface), high performance interconnects (such as infiniband and RoCE), and RDMA (remote direct memory access). The presentation will explore the challenges involved with multi-node scaling and how containerization is helping manage the software complexities of running workloads on clusters. An overview will be presented of how to orchestrate multinode workflows using GPU hardware and MPI using containers. The containers technology focus in the presentation will be on docker, singularity, HPC resource schedulers such as SLURM/PBS/etc., and container orchestration platforms such as Kubernetes.

Alex Volkov holds a Bachelors and Masters in Electrical Engineering from Illinois Institute of Technology (IIT). He worked at Northrop Grumman for 8 years as Systems Engineer developing and writing signal processing algorithms and at Exxon Mobilw for 3 years as High Performance Computing (HPC) programmer on seismic imaging projects. He is currently at NVIDIA working as Solutions Architect covering the Midwest and East regions. He support and works on technologies/software using GPUs: HPC, Deep Learning, accelerated analytics, etc.


[https://www.olcf.ornl.gov/calendar/centos-dojo/ Register to attend.]

The event is free, but you need to register since access to our venue is security restricted.

Social Events

We will have two social gatherings - one the evening before the event, and one the evening of the event - where you can rub elbows with the speakers, other attendees, and local industry experts. Details of these events will be coming soon, but please plan your travel accordingly, if you are coming from out of town.

Where To Stay

Oak Ridge (15 min drive to visitor center where the event is):

West Knox (about 25-30 min drive but closer to food , night life, and things todo)

Downtown (pricey but lots to do! 30-45 min drive )

Events/Dojo/ORNL2019 (last edited 2019-03-08 17:49:06 by RichBowen)