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Workshop on FPGAs for scientific simulation and data analytics


NOTE: This workshop is by invitation only. Those who are interested in attending should contact
Kazutomo Yoshii at ky@anl.gov, including your experiences on FPGA in your e-mail message.

Date/Time: Jan. 21 (Thu.), 2016  9:00 - 17:15 (Central)  for the main workshop
                  Jan. 22 (Fri.) for topic-based group discussion

Location: Argonne National Laboratory, Building 240  (the meeting room numbers will be sent via e-mail)

Directions to Argonne: http://www.anl.gov/directions-and-visitor-information

Workshop Motivation

The performance evolution of high-performance computing (HPC) and data analytic systems has been
governed in the past by integration improvements in the CMOS technology. This trend is expected to
continue until the mid-2020s when CMOS features will reach 5-7 nm. In the following period, performance
progress for CMOS-based integrated circuit devices will no longer come from higher levels of integration,
and other approaches will be needed.

The convergence of several technologies makes HPC-relevant FPGA-powered systems attractive.
These technologies are (1) new FPGA system-on-chip devices featuring multicore CPUs, FPGAs, and
thousands of hardened floating-point data signal processing blocks; (2) robust compiler technologies
capable of targeting heterogeneous systems; and (3) tools for transforming intermediate representation
objects into a hardware description language such as VHDL and Verilog, available from research groups
and from vendors. These, combined with the push toward expressing parallelism and data dependencies
specified by parallel programming APIs (e.g., OpenMP, OpenCL), open up FPGA-based solutions
for serious exploration in scientific simulations and data analytics.

Workshop Objectives

The workshop will pursue several objectives. First, it will establish the state of the art in this domain
internationally.  Second, it will help understand  trends in FPGA technologies and better identify and
understand open problems and challenges. Third, it will provide a unique opportunity to identify
and to discuss potential collaborations.

Workshop Organization

The workshop is organized to maximize interactions and discussions among participants.  It will feature
talks from key players of FPGA and scientific simulation and data analytics domains. Considerable time
will be allotted during coffee breaks, lunch, dinner, and special sessions to discuss potential collaborations.

Agenda for the workshop on Jan. 21 (Thu.)

Talk abstracts are here.

TimeTitlePresenter or Session chair
9:00 - 9:10

Opening and introduction

Franck Cappello, Argonne
9:10 - 10:30Session: Architecture (1)Chair: Franck Cappello, Argonne
 Argonne interest in post-Moore researchMarc Snir, Argonne
 Argonne "Re-form" projectKazutomo Yoshii, Hal Finkel, Argonne
 

Disruptive changes at the end of Moore’s law beyond exascale, and how

FPGAs need to become more "data-centric"

Satoshi Matsuoka, Titech, Japan
10:30 - 11:00Break 
11:00 - 12:00Session: Architecture (2)Chair: Franck Cappello, Argonne
 Inexact computing and FPGAKrishna Palem, Rice University
 Creating an FPGA accelerator from scratch in 15 min!Andreas Olofsson, Adapteva
12:00 - 14:30Session: Programming ModelChair: Kazutomo Yoshii, Argonne
 FPGA experience at Barcelona Supercomputer Center*Carlos Alvarez, BSC, Spain
 Altera OpenCLGreg Nash, Altera
 Xilinx FPGA and programming tools*Ronan Keryell, Xilinx
 Lessons learned from HPRCVolodymyr Kindratenko, NCSA
14:00 - 14:30Break 
14:30 - 16:30Session: Compiler and performance analysisChair: Hal Finkel, Argonne
 Autotuning FPGA design parameters for performance and powerAzamat Mametjanov
 

Communication and calculation co-design for HPC on FPGA

Taisuke Boku, University of Tsukuba, Japan
 High-level design flows - early planningSeda Ogrenci-Memik, Northwestern University
 Towards understanding the performance of FPGAs using OpenCL benchmarksNaoya Maruyama, Riken, Japan
16:30Panel: Gaps and mitigations for FPGA adoption in HPC

Moderator, Franck Cappello, Argonne
Panelists: Satoshi Matsuoka, Andrew Chien,
Seda Ogrenci Memik, Greg Nash, Ronan Keryell

17:15Wrap-up 

* temporary title

Agenda for the discussion meeting on Jan. 22 (Fri.)

Friday morning will focus on identifying collaboration topics and establishing collaborations between potential partners.


 Topic 
9:00

Post-modern C++ abstractions for FPGA heterogeneous computing with OpenCL

SYCL & SPIR-V

Ronan Keryell, Xilinx
9:30Discussion on collaborations 
10:30Break 
10:45Applications, benchmarks, testbeds sharing 
12:00Wrap-up 

Organizers

Kazutomo Yoshii     Argonne National Laboratory

Franck Cappello     Argonne National Laboratory

Hal Finkel               Argonne National Laboratory

Fangfang Xia         Argonne National Laboratory

 

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