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ISPASS 2020: Boston, MA, USA
- IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2020, Boston, MA, USA, August 23-25, 2020. IEEE 2020, ISBN 978-1-7281-4798-7
Benchmarks & Simulation
- Bodun Hu, Christopher J. Rossbach:
Altis: Modernizing GPGPU Benchmarks. 1-11 - Abanti Basak, Jilan Lin
, Ryan Lorica, Xinfeng Xie, Zeshan Chishti, Alaa R. Alameldeen, Yuan Xie:
SAGA-Bench: Software and Hardware Characterization of Streaming Graph Analytics Workloads. 12-23 - Snehil Verma, Qinzhe Wu, Bagus Hanindhito, Gunjan Jha, Eugene B. John
Demystifying the MLPerf Training Benchmark Suite. 24-33 - Andreas Abel, Jan Reineke:
nanoBench: A Low-Overhead Tool for Running Microbenchmarks on x86 Systems. 34-46 - Ivan Perez, Enrique Vallejo
BST: A BookSim-Based Toolset to Simulate NoCs with Single- and Multi-Hop Bypass. 47-57
Neural Networks
- Ananda Samajdar, Jan Moritz Joseph
A Systematic Methodology for Characterizing Scalability of DNN Accelerators using SCALE-Sim. 58-68 - Suchita Pati, Shaizeen Aga, Matthew D. Sinclair, Nuwan Jayasena:
SeqPoint: Identifying Representative Iterations of Sequence-Based Neural Networks. 69-80 - Saeed Rashidi, Srinivas Sridharan, Sudarshan Srinivasan, Tushar Krishna:
ASTRA-SIM: Enabling SW/HW Co-Design Exploration for Distributed DL Training Platforms. 81-92 - Parth Mannan, Ananda Samajdar, Tushar Krishna:
CLAN: Continuous Learning using Asynchronous Neuroevolution on Commodity Edge Devices. 93-103
Poster Session A
- Amr S. Elhelw, Sreepathi Pai
Horus: A Modular GPU Emulator Framework. 104-106 - Muhammad Hassan, Chang Hyun Park, David Black-Schaffer:
Architecturally-Independent and Time-Based Characterization of SPEC CPU 2017. 107-109 - Yehia Arafa, Ammar ElWazir, Abdelrahman Elkanishy, Youssef Aly, Ayatelrahman Elsayed, Abdel-Hameed A. Badawy, Gopinath Chennupati
NVIDIA GPGPUs Instructions Energy Consumption. 110-112 - Cesar Gomes, Mark Hempstead
C^2AFE: Capacity Curve Annotation and Feature Extraction for Shared Cache Analysis. 113-115 - Yannan Nellie Wu, Vivienne Sze, Joel S. Emer:
An Architecture-Level Energy and Area Estimator for Processing-In-Memory Accelerator Designs. 116-118 - Oceane Bel, Kenneth Chang, Nathan R. Tallent, Dirk Düllmann, Ethan L. Miller, Faisal Nawab, Darrell D. E. Long:
Geomancy: Automated Performance Enhancement through Data Layout Optimization. 119-120 - Antara Ganguly, Shankar Balachandran, Anant V. Nori, Virendra Singh, Sreenivas Subramoney
Characterization of Data Generating Neural Network Applications on x86 CPU Architecture. 121-122 - Giordano Salvador, Wesley H. Darvin, Muhammad Huzaifa, Johnathan Alsop, Matthew D. Sinclair, Sarita V. Adve:
Specializing Coherence, Consistency, and Push/Pull for GPU Graph Analytics. 123-125
Best Papers
- Haven Blake Skinner, Rafael Trapani Possignolo, Sheng-Hong Wang, Jose Renau:
LiveSim: A Fast Hot Reload Simulator for HDLs. 126-135 - Opeoluwa Matthews, Aninda Manocha, Davide Giri, Marcelo Orenes-Vera, Esin Tureci, Tyler Sorensen
MosaicSim: A Lightweight, Modular Simulator for Heterogeneous Systems. 136-148 - Iyswarya Narayanan
Mediating Power Struggles on a Shared Server. 149-159
Storage & Networking
- Mohammad Alian
Data Direct I/O Characterization for Future I/O System Exploration. 160-169 - María F. Borge, Florin Dinu, Willy Zwaenepoel:
On the Application Level Impact of SSD Performance Anomalies. 170-179 - M. R. Siavash Katebzadeh
Evaluation of an InfiniBand Switch: Choose Latency or Bandwidth, but Not Both. 180-191 - Yichen Jia
From Flash to 3D XPoint: Performance Bottlenecks and Potentials in RocksDB with Storage Evolution. 192-201 - Daniel G. Waddington, Clem Dickey, Luna Xu, Travis Janssen, Jantz Tran, Kshitij A. Doshi:
Evaluating Intel 3D-Xpoint NVDIMM Persistent Memory in the Context of a Key-Value Store. 202-211
Poster Session B
- Sam Jijina
Understanding the Software and Hardware Stacks of a General-Purpose Cognitive Drone. 212-214 - Jianda Wang, Yang Hu:
Performance Analysis of 5G NR vRAN Platform and its Implications on Edge Computing. 215-217 - Cheng Qian, Ming Zhang
A Study on Mesh Hybrid Memory Cube Network. 218-219 - Deepika Natarajan, Ronald G. Dreslinski:
Performance Characterization of Lattice-Based Cryptography Workloads. 220-222 - Sandhya Koteshwara, Manoj Kumar, Pratap Pattnaik:
Performance Optimization of Lattice Post-Quantum Cryptographic Algorithms on Many-Core Processors. 223-225 - Steven Flolid, Emily Shriver, Zachary Susskind, Benjamin Thorell, Lizy K. John:
SimTrace: Capturing over Time Program Phase Behavior. 226-228 - Perry Gibson
Orpheus: A New Deep Learning Framework for Easy Deployment and Evaluation of Edge Inference. 229-230
System Characterization & Modeling
- Georgia Antoniou, Zacharias Hadjilambrou, Yiannakis Sazeides:
Performance Characterization of Simultaneous Multi-Threading and Index Partitioning for an Online Document Search Application. 231-240 - Xiaoyu Zhang, Ying Zhang, Xiaowei Jiang, Jian Chen, Xin Long, Zheng Cao
CETUS: Towards Proportional Capacity Provisioning and Cost-Effectiveness in Frontend Servers. 241-252 - David J. Schlais, Heng Zhuo, Mikko H. Lipasti:
Modeling Architectural Support for Tightly-Coupled Accelerators. 253-262 - Sivert T. Sliper, William Wang, Nikos Nikoleris, Alex S. Weddell
Fused: Closed-Loop Performance and Energy Simulation of Embedded Systems. 263-272
Fast Estimation
- Ozgur O. Kilic
Rapid Memory Footprint Access Diagnostics. 273-284 - Ruidong Gu, Paul Beata, Michela Becchi:
A Loop-Aware Autotuner for High-Precision Floating-Point Applications. 285-295 - Panagiota Nikolaou, Yiannakis Sazeides:
Identification of an Entire Workload's CPU-Vmin from the n-First Seconds of its Execution Based on Performance Counters. 296-305 - Diksha Moolchandani
Performance Prediction for Multi-Application Concurrency on GPUs. 306-315
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