VIRT 2020 : The 3rd Special Session on Virtualization in Machine Learning, High Performance Computing and Simulation Barcelona, Spain
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| Event Date: | October 26, 2020 - October 30, 2020 |
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| Submission Deadline: | June 17, 2020 |
| Notification of Acceptance: | July 10, 2020 |
| Camera Ready Version Due: | August 03, 2020 |
About |
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The goal of this special session is to be an opportunity to discuss and exchange research on the different virtualization technologies and how they can be efficiently applied in High Performance Computing. Theoretical research, engineering solutions dealing with practical tradeoffs, and complex system implementation papers are welcomed. |
Call for Papers |
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The VIRT topics include (but are not limited to) the following:
Virtualization in HPCo Energy efficient solutions for HPC applications in the cloud environment
o High-availability based on system-level virtualization mechanisms for HPC
o Fault tolerance mechanisms based on system-level virtualization mechanisms for HPC
o Performance and evaluation of diverse HPC workloads in virtualization environment
o Security Isolation, Resource Isolation and Data Isolation in Virtualized HPC
o Flexibility and Ease of system administration and management for virtualized environments for HPC
o Running diverse workloads
o Running heterogeneous Operating Systems
o Live Migration and Suspend/Resume of VMs to improve resource utilization and avoid downtime
o Scheduling of resources and Workloads
o Software Defined Data Centers (SDDC)
o Hypervisors and other virtualization solutions tailored for HPC systems
o Big Data and Analytics in Virtualized Environments
o Enterprise High Performance Computing in Virtualized Environments
Accelerators in Virtualized HPC Environments:o Virtualized GPUs
o Scheduling of Virtual GPUs
o Using FPGAs in Virtualization Stack
o Dynamic Reconfiguration of FPGAs
IO Virtualizationo Network Virtualization
o SR-IOV
o Software Defined Networking (SDN)
o Storage Virtualization
o RDMA and vRDMA
Containers in HPCo Isolation of Multiple User-Spaces
o Running containers in Virtual Machines
Toolso Virtualization solutions for dealing with heterogeneity in HPC environments
o Compilers for heterogenous architectures involving GPUS, FPGAs, multi-core CPUs
o Operating system support for virtualization in HPC systems
o Debugging and/or profiling in virtual environments
Algorithmso Distributed Resource Scheduling
o Distributed Computing
AI, Machine Learning and Deep Learningo Virtualization of Deep Learning Workloads
o Deep Learning in HPC Simulations
o Resource Allocation Using Machine Learning
o Reinforcement Learning for Resource Allocation
o Machine Learning to build tools for measurement & calibration
Virtualization in Simulation |
Credits and Sources |
| [1] VIRT 2020 : The 3rd Special Session on Virtualization in Machine Learning, High Performance Computing and Simulation |
