Argonne National Laboratory · 1 day ago
Guest Faculty Research Participant - Tomohiro Ueno
Lemont, IL USA
Full-time
Onsite
Senior LevelArgonne National Laboratory is a leading research facility, and they are seeking a Guest Faculty Research Participant to collaborate on hardware-based adaptive data compression research. The role involves developing and evaluating adaptive data compression algorithms and their performance in real-world systems and networks.
EnergySecuritySocial Impact
No H1B
Security Clearance RequiredU.S. Citizen Only
Responsibilities
Conduct research on hardware-based adaptive data compression
Provide suitable data compression algorithms for various inputs
Dynamically reconstruct these algorithms on hardware
Operate data compression with low overhead on pipelined custom circuits
Evaluate the performance of integrated adaptive data compression hardware
Assess compression ratios for various data types
Evaluate circuit area and power consumption
Measure throughput and overhead
Conduct evaluations using benchmark applications
Examine and study the applicability of this technology to real-world, large-scale systems and networks
Analyze resulting performance improvements
Qualification
Required
Collaboration with researchers in data compression and custom circuit design
Conduct research on hardware-based adaptive data compression
Methods to adaptively provide suitable data compression algorithms for various inputs
Techniques to dynamically reconstruct these algorithms on hardware
Approaches to operate data compression with low overhead on pipelined custom circuits
Evaluate the performance of integrated adaptive data compression hardware
Assess compression ratios for various data types
Evaluate circuit area and power consumption
Measure throughput and overhead
Conduct evaluations using benchmark applications
Examine and study the applicability of this technology to real-world, large-scale systems and networks
Assess resulting performance improvements
Company
Argonne National Laboratory
Argonne National Laboratory conducts researches in basic science, energy resources, and environmental management.
Founded in 1946
1001-5000 employees
Funding
Current Stage
Late StageTotal Funding
$41.4MKey Investors
Advanced Research Projects Agency for HealthUS Department of EnergyU.S. Department of Homeland Security
2024-11-14Grant· $21.7M
2023-09-27Grant
2023-01-17Grant
Leadership Team
Raeanna Sharp- Geiger
COO
Paul Kearns
Laboratory Director
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