Search Results - "Kazutomo, Yoshii"

Machine Learning-Based Temperature Prediction for Runtime Thermal Management Across System Components by Kaicheng Zhang, Guliani, Akhil, Ogrenci-Memik, Seda, Memik, Gokhan, Yoshii, Kazutomo, Sankaran, Rajesh, Beckman, Pete

“…Elevated temperatures limit the peak performance of systems because of frequent interventions by thermal throttling. Non-uniform thermal states across system…”
Get full text

Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks by Sanaullah, Ahmed, Yang, Chen, Alexeev, Yuri, Yoshii, Kazutomo, Herbordt, Martin C

“…Real-time analysis of patient data during medical procedures can provide vital diagnostic feedback that significantly improves chances of success. With sensors…”
Get full text

NUMA-AWARE DATA MANAGEMENT FOR NEUTRON CROSS SECTION DATA IN CONTINUOUS ENERGY MONTE CARLO NEUTRON TRANSPORT SIMULATION by Denoyelle, Nicolas, Tramm, John, Yoshii, Kazutomo, Perarnau, Swann, Beckman, Pete

“…The calculation of macroscopic neutron cross-sections is a fundamental part of the continuous-energy Monte Carlo (MC) neutron transport algorithm. MC…”
Get full text

Efficient algorithms for Monte Carlo particle transport on AI accelerator hardware by Tramm, John, Allen, Bryce, Yoshii, Kazutomo, Siegel, Andrew, Wilson, Leighton

“…The recent trend toward deep learning has led to the development of a variety of highly innovative AI accelerator architectures. One such architecture, the…”
Get full text

Parallel Application Power and Performance Prediction Modeling Using Simulation by Ahmed, Kishwar, Yoshii, Kazutomo, Tasnim, Samia

“…High performance computing (HPC) system runs compute-intensive parallel applications requiring large number of nodes. An HPC system consists of heterogeneous…”
Get full text

RECO-ASCON: Reconfigurable ASCON hash functions for IoT applications by El-Hadedy, Mohamed, Guo, Xinfei, Yoshii, Kazutomo, Cai, Yichen, Herndon, Robert, Banta, Bryan, Hwu, Wen-Mei

Get full text

Multifacets of lossy compression for scientific data in the Joint-Laboratory of Extreme Scale Computing by Cappello, Franck, Acosta, Mario, Agullo, Emmanuel, Anzt, Hartwig, Calhoun, Jon, Di, Sheng, Giraud, Luc, Grützmacher, Thomas, Jin, Sian, Sano, Kentaro, Sato, Kento, Singh, Amarjit, Tao, Dingwen, Tian, Jiannan, Ueno, Tomohiro, Underwood, Robert, Vivien, Frédéric, Yepes, Xavier, Kazutomo, Yoshii, Zhang, Boyuan

“…The Joint Laboratory on Extreme-Scale Computing (JLESC) was initiated at the same time lossy compression for scientific data became an important topic for the…”
Get full text

Machine Learning-Based Temperature Prediction for Runtime Thermal Management Across System Components by Zhang, Kaicheng, Guliani, Akhil, Ogrenci-Memik, Seda, Memik, Gokhan, Yoshii, Kazutomo, Sankaran, Rajesh, Beckman, Pete

“…Elevated temperatures limit the peak performance of systems because of frequent interventions by thermal throttling. Non-uniform thermal states across system…”
Get full text

What Does the Post-Moore Era Mean for Research Software Engineering? by Yoshii, Kazutomo

“…We are entering the post-Moore era where we no longer enjoy the free ride of the performance growth from simply shrinking the transistor features. However,…”
Get full text

Educating for Hardware Specialization in the Chiplet Era: A Path for the HPC Community by Yoshii, Kazutomo, El-Hadedy, Mohamed

“…The advent of chiplet technology introduces cutting-edge opportunities for constructing highly heterogeneous platforms with specialized accelerators. However,…”
Get full text

Minimizing Thermal Variation in Heterogeneous HPC Systems with FPGA Nodes by Luo, Yingyi, Wang, Xiaoyang, Ogrenci-Memik, Seda, Memik, Gokhan, Yoshii, Kazutomo, Beckman, Pete

“…The presence of FPGAs in data centers has been growing due to their superior performance as accelerators. Thermal management, particularly battling the cooling…”
Get full text

Benchmarking the effects of operating system interference on extreme-scale parallel machines by Beckman, Pete, Iskra, Kamil, Yoshii, Kazutomo, Coghlan, Susan, Nataraj, Aroon

“…We investigate operating system noise, which we identify as one of the main reasons for a lack of synchronicity in parallel applications. Using a…”
Get full text

Pushing compute and AI onto detector silicon by Miceli, Antonino, Yoshii, Kazutomo, Foster, Ian T

“…In order to take full advantage of the U.S. Department of Energy's billion-dollar investments into the next-generation research infrastructure (e.g., exascale,…”
Get full text

Evaluating Power-Monitoring Capabilities on IBM Blue Gene/P and Blue Gene/Q by Yoshii, K., Iskra, K., Gupta, R., Beckman, P., Vishwanath, V., Chenjie Yu, Coghlan, S.

“…Power consumption is becoming a critical factor as we continue our quest toward exascale computing. Yet, actual power utilization of a complete system is an…”
Get full text

Efficient Algorithms for Monte Carlo Particle Transport on AI Accelerator Hardware by Tramm, John, Allen, Bryce, Yoshii, Kazutomo, Siegel, Andrew, Wilson, Leighton

“…The recent trend toward deep learning has led to the development of a variety of highly innovative AI accelerator architectures. One such architecture, the…”
Get full text

Performance and Scalability Evaluation of ‘Big Memory’ on Blue Gene Linux by Yoshii, Kazutomo, Iskra, Kamil, Naik, Harish, Beckman, Pete, Broekema, P. Chris

“…We address memory performance issues observed in Blue Gene Linux and discuss the design and implementation of ‘Big Memory’——an alternative, transparent memory…”
Get full text

Optimizing ASCON Permutation in Multi-Clock Domains with Chisel: Resource Efficiency and Critical Path Reduction by El-Hadedy, Mohamed, Hua, Russell, Yoshii, Kazutomo, Hwu, Wen-Mei

“…This study delves into optimizing the ASCON cryptographic protocol, specifically its core permutation function critical for the sponge-construction mechanism,…”
Get full text

Energy-Efficient Heterogeneous Computing of Parallel Applications via Power Capping by Ahmed, Kishwar, Tasnim, Samia, Yoshii, Kazutomo

“…High-performance computing (HPC) systems require significant energy to run their operations. A typical HPC system contains various heterogeneous hardware…”
Get full text

Designing a Streaming Data Coalescing Architecture for Scientific Detector ASICs with Variable Data Velocity by Strempfer, Sebastian, Yoshii, Kazutomo, Hammer, Mike, Bycul, Dawid, Miceli, Antonino

“…Scientific detectors are a key technological enabler for many disciplines. Application-specific integrated circuits (ASICs) are used for many of these…”
Get full text

Enabling Demand Response for HPC Systems through Power Capping and Node Scaling by Ahmed, Kishwar, Liu, Jason, Yoshii, Kazutomo

“…Demand response is an increasingly popular program ensuring power grid stability during a sudden surge in power demand. We expect high-performance computing…”
Get full text