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V

Viktor K. Prasanna

University of Southern California
H指数:62
被引数:1.7万
浏览量:0

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教育背景

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工作经历

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荣誉奖项

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TypeBandit: Type-Level Context Allocation and Reweighting for Effective Attribute Completion in Heterogeneous Graph Neural Networks

TypeBandit：异构图神经网络中类型级上下文分配和重新加权以实现有效的属性补全

IEEE Transactions on Big Data
IF5.7
2026-08-200
PRE
Ta-Yang Wang; Rajgopal Kannan; Viktor Prasanna
ARGO+: Achieving Multi-Level Scalable GNN Training on Distributed Multi-Core Platform

ARGO+: 在分布式多核平台上实现多级可扩展的GNN训练

IEEE Transactions on Parallel and Distributed Systems
IF6
2026-05-290
PRE
Yi-Chien Lin; Yuyang Chen; Sameh Gobriel; Nilesh Jain; Viktor Prasanna
OLA+: Multi-FPGA O ver l ay A ccelerator System for Fully Homomorphic Encryption

OLA+: 多FPGA叠加加速器系统用于全同态加密

ACM Transactions on Reconfigurable Technology and Systems
IF2.8
2026-01-010
PRE
Yang Yang; Rajgopal Kannan; Viktor K. Prasanna
Accelerating Independent Multi-Agent Reinforcement Learning on Multi-GPU Platforms

加速多GPU平台上的独立多智能体强化学习

EURO-PAR 2025: PARALLEL PROCESSING, PT III
IF0
2026-01-010
PRE
Wiggins, Samuel; Gupta, Nikunj; Zgheib, Grace; Iyer, Mahesh A.; Prasanna, Viktor
Model–Architecture Codesign for High-Performance and Energy-Efficient SAR ATR on FPGA

高性能与节能SAR ATR的FPGA模型-架构协同设计

IEEE Transactions on Geoscience and Remote Sensing
IF8.6
2025-01-010
PRE
Bingyi Zhang; Rajgopal Kannan; Carl Busart; Viktor K. Prasanna
HitGNN: High-Throughput GNN Training Framework on CPU plus Multi-FPGA Heterogeneous Platform

HitGNN: CPU + 多FPGA异构平台上的高吞吐量GNN训练框架

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
2024-05-010
OA
Lin, Yi-Chien; Zhang, Bingyi; Prasanna, Viktor K.
GraphAGILE: An FPGA-Based Overlay Accelerator for Low-Latency GNN Inference

GraphAGILE: 基于FPGA的覆盖加速器，用于低延迟GNN推理

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
2023-09-016
OA
Zhang, Bingyi; Zeng, Hanqing; Prasanna, Viktor K.
A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms

一种将具有优先重放缓冲区的DRL算法映射到异构平台的框架

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
2023-06-018
PRE
Zhang, Chi; Meng, Yuan; Prasanna, Viktor
Behind-the-Meter Solar Generation Disaggregation at Varying Aggregation Levels Using Consumer Mixture Models

使用消费者混合模型在不同的聚合水平上对米后太阳能发电进行分解

ieee transactions on cloud computing
IF3.9
2023-01-012
OA
Cheung, Chung Ming; Kuppannagari, Sanmukh Rao; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K.
Safe Building HVAC Control via Batch Reinforcement Learning

通过批量强化学习实现安全建筑HVAC控制

ieee transactions on cloud computing
IF3.9
2022-10-0113
OA
Zhang, Chi; Kuppannagari, Sanmukh Rao; Prasanna, Viktor K.
PPOAccel: A High-Throughput Acceleration Framework for Proximal Policy Optimization

PPOAccel: 用于近端策略优化的高吞吐量加速框架

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
2022-09-016
OA
Meng, Yuan; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor
Introduction to Special Issue on FPGAs in Data Centers, Part II

数据中心fpga特刊简介，第II部分

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
2022-05-100
PRE
Eguro, Ken; Neuendorffer, Stephen; Prasanna, Viktor; Rong, Hongbo
Introduction to Special Issue on FPGAs in Data Centers

数据中心fpga特刊简介

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
2022-01-311
PRE
Eguro, Ken; Neuendorffer, Stephen; Prasanna, Viktor; Rong, Hongbo
C-MemMAP: clustering-driven compact, adaptable, and generalizable meta-LSTM models for memory access prediction
INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
2021-06-1811
PREAI
Zhang, Pengmiao; Srivastava, Ajitesh; Wang, Ta-Yang; De Rose, Cesar A. F.; Kannan, Rajgopal; Prasanna, Viktor K.
Accelerating Stochastic Gradient Descent Based Matrix Factorization on FPGA

基于随机梯度下降的矩阵分解在FPGA上的加速

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
2020-08-0110
OAAI
Zhou, Shijie; Kannan, Rajgopal; Prasanna, Viktor K.
Disaggregation of Behind-the-Meter Solar Generation in Presence of Energy Storage Resources
2020 IEEE CONFERENCE ON TECHNOLOGIES FOR SUSTAINABILITY (SUSTECH)
IF0
2020-04-011
PREAI
Cheung, Chung Ming; Kuppannagari, Sanmukh Rao; Kannan, Rajgopal; Prasanna, Viktor K.
Extracting entity-specific substructures for RDF graph embeddings
SEMANTIC WEB
IF2.9
2019-10-281
PREAI
Saeed, Muhammad Rizwan; Chelmis, Charalampos; Prasanna, Viktor K.
HitGraph: High-throughput Graph Processing Framework on FPGA

HitGraph: FPGA上的高吞吐量图形处理框架

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
2019-10-0172
PREAI
Zhou, Shijie; Kannan, Rajgopal; Prasanna, Viktor K.; Seetharaman, Guna; Wu, Qing
Privacy Engineering for the Smart Micro-Grid
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
2019-05-0114
OAAI
Pal, Ranjan; Hui, Pan; Prasanna, Viktor
Optimal Discrete Net-Load Balancing in Smart Grids with High PV Penetration
ACM TRANSACTIONS ON SENSOR NETWORKS
IF4.7
2018-11-275
OAAI
Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K.

研究方向

暂未获取到该数据
R
Rajgopal Kannan
H 指数:22论文数:253被引数:2,663
S
Sanmukh R. Kuppannagari
H 指数:14论文数:66被引数:724
C
Charalampos Chelmis
H 指数:18论文数:142被引数:1,163
Y
Yang Yu
H 指数:19论文数:87被引数:1,237
Y
Yogesh Simmhan
H 指数:34论文数:248被引数:6,231
B
Bingyi Zhang
H 指数:13论文数:54被引数:483
M
Marc Frîncu
H 指数:14论文数:122被引数:954
W
Weirong Jiang
H 指数:24论文数:78被引数:1,522
Y
Yinglong Xia
H 指数:16论文数:94被引数:956
Y
Yun R. Qu
H 指数:9论文数:26被引数:370