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HetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters through Integration of Pipelined Model Parallelism and Data Parallelism

Park, Jay H. , Yun, Gyeongchan , Yi, Chang M. , Nguyen, Nguyen T. , Lee, Seungmin , Choi, Jaesik , Noh, Sam H. , Choi, Young-Ri

Conference Paper Issue Date2020-07-16 View6

FuZZan: Efficient sanitizer metadata design for fuzzing

Jeon, Yuseok , Han, W. , Burow, N. , Payer, M.

Conference Paper Issue Date2020-07-15 View2

SDN 웹 인터페이스를 대상으로 한 CSRF 취약점 탐지 방법

Wi, Seongil , Lee, Hyunjoo , Son, Sooel

Conference Paper Issue Date2020-07-15 View4

Position: Synergetic effects of Software and Hardware Parameters on the LSM system

Yu, Jinghuan , Yoon, Heejin , Noh, Sam H. , Choi, Young-Ri , Xue, Chun Jason

Conference Paper Issue Date2020-07 View4

Fast and scalable in-memory deep multitask learning via neural weight virtualization File

Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2020-06-17 View6

Densely Connected User Community and Location Cluster Search in Location-Based Social Networks File

Kim, Junghoon , Guo, T. , Feng, K. , Cong, G. , Khan, A. , Choudhury, F.M.

Conference Paper Issue Date2020-06-14 View4

GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback File

Lee, Chunggi , Kim, Sanghoon , Han, Dongyun , Yang, Hongjun , Park, Young-Woo , Kwon, Bum Chul , Ko, Sungahn

Conference Paper Issue Date2020-04-27 View5

SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training File

Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2020-04-21 View5

Doubleheader logging: Eliminating journal write overhead for mobile DBMS File

Oh, Sehyeon , Kim, Wook-Hee , Seo, Jihye , Song,Hyeonho , Noh, Sam H. , Nam, Beomseok

Conference Paper Issue Date2020-04-20 View4

Approximate Quantiles for Datacenter Telemetry Monitoring

Gangmuk Lim , Mohamed Hassan , Ze Jin , Stavros Volos , Jeon, Myeongjae

Conference Paper Issue Date2020-04-20 View6

Automatic Labeling of Cortical Sulci Using Spherical Convolutional Neural Networks in a Developmental Cohort File

Hao, L. , Bao, S. , Tang, Y. , Gao, R. , Parvathaneni, P. , Miller, J.A. , Voorhies, W. , Yao, J. , Bunge, S.A. , Weiner, K.S. , et al

Conference Paper Issue Date2020-04-03 View4

FUSE: Finding File Upload Bugs via Penetration Testing

Lee, Taekjin , Wi, Seongil , Lee, Suyoung , Son, Sooel

Conference Paper Issue Date2020-02-23 View1

DOTA: Device-Oriented Tuning Advisor for LSM-based Key Value Stores

YU, Jinghuan , Yoon, Heejin , Choi, Young-Ri , Noh, Sam H. , Xue, Chun Jason

Conference Paper Issue Date2020-02 View3

Neuro.ZERO: A zero-energy neural network accelerator for embedded sensing and inference systems File

Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2019-11-11 View5

Efficient multi-key homomorphic encryption with packed ciphertexts with application to oblivious neural network inference File

Chen, Hao , Dai, Wei , Kim, Miran , Song, Yongsoo

Conference Paper Issue Date2019-11-11 View5

Scheduling of Mobile Workstations for Overlapping Production Time and Delivery Time

Lee, Dohee , Au, Tsz-Chiu

Conference Paper Issue Date2019-11-06 View6

Thumbnails for Data Stories: A Survey of Current Practices File

Kim, Hwiyeon , Oh, Juyoung , Han, Yunha , Ko, Sungahn , Brehmer, Mattew , Kwon, Bum Chul

Conference Paper Issue Date2019-10-23 View4

Enabling Multi-shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE File

Nath, V. , Lyu, Ilwoo , Schilling, K.G. , Parvathaneni, P. , Hansen, C.B. , Huo, Y. , Janve, V.A. , Gao, Y. , Stepniewska, I. , Anderson, A.W. , et al

Conference Paper Issue Date2019-10-13 View4

Cortical Surface Parcellation Using Spherical Convolutional Neural Networks File

Parvathaneni, P. , Bao, S. , Nath, V. , Woodward, N.D. , Claassen, D.O. , Cascio, C.J. , Zald, D.H. , Huo, Y. , Landman, B.A. , Lyu, Ilwoo

Conference Paper Issue Date2019-10-13 View4

Fast polynomial approximation to heat diffusion in manifolds File

Huang, S.-G. , Lyu, Ilwoo , Qiu, A. , Chung, M.K.

Conference Paper Issue Date2019-10-13 View5

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