Google Workloads for Consumer Devices

Amirali Boroumand, Saugata Ghose, Youngsok Kim, +8

EngineeringComputer ArchitectureSimple PrimitivesData ScienceGoogle Workloads +19

Stealing Webpages Rendered on Your Browser by Exploiting GPU Vulnerabilities

Sangho Lee, Youngsok Kim, Jangwoo Kim, +1

EngineeringGpu BenchmarkingInformation SecurityComputer ArchitectureInformation Forensics +14

μLayer

Youngsok Kim, Joonsung Kim, Dongju Chae, +2

EngineeringMachine LearningData ScienceAdvanced ComputingEdge Computing +12

Google Workloads for Consumer Devices

Amirali Boroumand, Saugata Ghose, Youngsok Kim, +8

ACM SIGPLAN Notices

EngineeringComputer ArchitectureSimple PrimitivesData ScienceGoogle Workloads +19

Real-Time Object Detection System with Multi-Path Neural Networks

Seonyeong Heo, Sungjun Cho, Youngsok Kim, +1

Convolutional Neural NetworkEngineeringMachine LearningMultipath Neural NetworksImage Classification +16

Efficient footprint caching for Tagless DRAM Caches

Hakbeom Jang, Yongjun Lee, Jong‐Won Kim, +4

Hardware SecurityEngineeringCache Tag ManagementEdge ComputingHigh-performance Architecture +11

Dataflow Mirroring: Architectural Support for Highly Efficient Fine-Grained Spatial Multitasking on Systolic-Array NPUs

Jounghoo Lee, Jinwoo Choi, Jaeyeon Kim, +2

Design and Analysis of a Processing-in-DIMM Join Algorithm: A Case Study with UPMEM DIMMs

Chaemin Lim, Su-Hyun Lee, Jinwoo Choi, +5

Proceedings of the ACM on Management of Data

Cluster ComputingEngineeringReal Pim HardwareComputer ArchitectureUpmem Dimms +21

It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher

Kanghyun Choi, Hye Yoon Lee, Deokki Hong, +4

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Artificial IntelligenceFew-shot LearningModel QuantizationConvolutional Neural NetworkEngineering +14

Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression

Jaeyong Song, Jinkyu Yim, Jaewon Jung, +4

Structured PredictionEngineeringMachine LearningMultilingual PretrainingLarge Language Model +16