We'll be holding a CentOS Dojo at Oak Ridge National Labs, in Oak Ridge, Tennessee, on Tuesday, April 16th, 2019
Further details will be here as they are available. Also watch @CentOSProject on Twitter for updates
We will have speakers from many technology sectors, including:
Dr. Jack Wells, Director of Science for the Oak Ridge Leadership Computing Facility (Keynote)
Gerlof Langeveld, author of atop
Alex Volkov, NVidia
Dalton Lunga, ORNL
Steve Smoogen, Red Hat
Dr. Numan Laanait, Computational Physicist, ORNL
Schedule and Abstracts
- Keynote: An overview of scientific computing at ORNL, Dr. Jack Wells
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
The event is free, but you need to register since access to our venue is security restricted.
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):
- Staybridge Suites Knoxville Oak Ridge (~$120 a night)
- Comfort Inn Oak Ridge - Knoxville (~$75 a night)
DoubleTree by Hilton Hotel Oak Ridge - Knoxville (~$115 a night)
West Knox (about 25-30 min drive but closer to food , night life, and things todo)
- Best Western Plus Cedar Bluff Inn (~80 a night)
- Embassy Suites by Hilton Knoxville West (~$190 a night)
- Residence Inn by Marriott Knoxville Cedar Bluff (~$140 a night)
Downtown (pricey but lots to do! 30-45 min drive )
- Hyatt Place Knoxville/Downtown (~150 a night)
- Holiday Inn Knoxville Downtown (~$145 a night)