Grants and Contracts
($11.7 million is awarded in total, out of which my share is $1.1M)
Research Grants
UChicago Argonne, LLC
Title: Exploring Multiresolution Based Compression for Extreme-Scale Scientific Applications
Amount: $74K
Period: 1/1/2021 through 12/31/2021
Role: Single PI
AMD, Inc.
Title: CPU Inference of Sparse DNN Models on AMD EPYC
Amount: $30K
Period: 1/1/2021 through 12/31/2021
Role: Single PI
National Science Foundation
Title: CDS&E: Collaborative Research: HyLoC: Objective-driven Adaptive Hybrid Lossy Compression Framework for Extreme-Scale Scientific Applications (OAC-2003624/2042084, OAC-2003709)
Amount: $530K (share: $270K)
Period: 8/1/2020 through 7/31/2023
Role: Lead PI
UChicago Argonne, LLC
Title: Improving GPU Version of SZ for Scientific Applications at Extreme Scale
Amount: $64K
Period: 5/1/2020 through 6/30/2021
Role: Single PI
National Science Foundation
Title: CRII: OAC: An Efficient Lossy Compression Framework for Reducing Memory Footprint for Extreme-Scale Deep Learning on GPU-Based HPC Systems (OAC-1948447/2034169)
Amount: $175K
Period: 5/1/2020 through 4/30/2022
Role: Single PI
National Science Foundation
Title: CC* Compute: Accelerating Advances in Science and Engineering at The University of Alabama Through HPC Infrastructure (OAC-2018846)
Amount: $400K (share: $100K)
Period: 7/1/2020 through 6/30/2022
Role: co-PI (PI: Jeff Carver)
Extreme Science and Engineering Discovery Environment (XSEDE)
Title: An Efficient Lossy Compression Framework for Reducing Memory Footprint for Extreme-Scale Deep Learning on GPU-Based HPC Systems (ASC200032)
Amount: estimated value: $4,000 at PSC Bridges2 system
Period: 5/1/2020 through 4/30/2022
Role: Single PI
Xilinx, Inc.
Title: FPGA-Enhanced Scientific Data Management
Amount: Xilinx Virtex UltraScale+ FPGA VCU118 Evaluation Kit (estimated value: $7,000)
Period: no limit
Role: Single PI
National Oceanic and Atmospheric Administration
Title: CISESS: Cooperative Institute for Satellite Earth System Studies
Amount: $5.5M (share: $250K)
Period: 6/1/2020 through 5/31/2021
Role: co-PI (PI: Prasad Gogineni)
National Oceanic and Atmospheric Administration
Title: Center for Remote Sensing of Snow and Soil Moisture
Amount: $5M (share: $250K)
Period: 6/1/2019 through 5/31/2020
Role: co-PI (PI: Prasad Gogineni)
UChicago Argonne, LLC
Title: Improving Lossy Compression for Scientific Applications at Extreme Scale
Amount: $25K
Period: 8/1/2019 through 12/31/2019
Role: Single PI
Xilinx, Inc.
Title: FPGA-Based Lossy Compression for Scientific Data
Amount: 1x Xilinx Zynq-7000 SoC ZC706 Evaluation Kit + 2x Xilinx Zynq-7000 (estimated value: $4,000)
Period: no limit
Role: Single PI
Travel Grants
11/2018 Faculty Travel Grant $1,000 for SRP 2018, Lawerence Berkeley Lab.
08/2018 New Faculty Start-Up Grant $245,000, The University of Alabama.
06/2018 Student Travel Grant $1,400, ACM HPDC.
11/2017 Student Travel Grant $1,500, ACM/IEEE SC.
06/2017 Student Travel Grant $250, IEEE IPDPS.
06/2016 Student Travel Grant $1,000, ACM HPDC.
Acknowledgements
We thank the following agencies and institutions for their generous funding support and resource sharing. Any opinions, findings, and conclusions or recommendations expressed in our work are those of the author(s) and do not necessarily reflect the views of the sponsors.
We also thank the following media for disseminating our research to the general public:
HPCWire (https://www.hpcwire.com/)
机器之心 (https://www.jiqizhixin.com/)
Interested? Welcome to contact us for potential collaboration, sponsorship, coverage!
