Vikram Sharma Mailthody

26 papers A* 4B 1Journal 16Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Asynchrony and GPUs: Bridging this Dichotomy for I/O with AGIO. ASPLOS (2) Jihoon Han, Anand Sivasubramaniam, Chia-Hao Chang, Vikram Sharma Mailthody, Zaid Qureshi, Wen-Mei Hwu
2026	J	`jnl`	IRB: Automated Generation of Robust Factuality Benchmarks. CoRR Lam Thanh Do, Bhagyashree Taleka, Hozaifa Ammar Bhutta, Vikram Sharma Mailthody, Kevin Chen-Chuan Chang, Wen-mei W. Hwu
2026	J	`jnl`	SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits. CoRR Edward Lin, Sahil Modi, Siva Kumar Sastry Hari, Qijing Huang, Zhifan Ye, Nestor Qin, Fengzhe Zhou, Yuan Zhang, Jingquan Wang, Sana Damani, Dheeraj Peri, Ouye Xie, Aditya Kane, Moshe Maor, Michael Behar, Triston Cao, Rishabh Mehta, Vartika Singh, Vikram Sharma Mailthody, Terry Chen, Zihao Ye, Hanfeng Chen, Tianqi Chen, Vinod Grover, Wei Chen, Wei Liu, Eric Chung, Luis Ceze, Roger A. Bringmann, Cyril Zeller, Michael Lightstone, Christos Kozyrakis, Humphrey Shi
2025	J	`jnl`	From Minutes to Seconds: Redefining the Five-Minute Rule for AI-Era Memory Hierarchies. CoRR Tong Zhang, Vikram Sharma Mailthody, Fei Sun, Linsen Ma, Chris J. Newburn, Teresa Zhang, Yang Liu, Jiangpeng Li, Hao Zhong, Wen-Mei Hwu
2025	A*	`conf`	SSDTrain: An Activation Offloading Framework to SSDs for Faster Large Language Model Training. DAC Kun Wu, Jeongmin Brian Park, Xiaofan Zhang, Mert Hidayetoglu, Vikram Sharma Mailthody, Sitao Huang, Steven S. Lumetta, Wen-Mei Hwu
2025	J	`jnl`	Strata: Hierarchical Context Caching for Long Context Language Model Serving. CoRR Zhiqiang Xie, Ziyi Xu, Mark Zhao, Yuwei An, Vikram Sharma Mailthody, Scott A. Mahlke, Michael Garland, Christos Kozyrakis
2024	J	`jnl`	Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses. Proc. VLDB Endow. Jeongmin Brian Park, Vikram Sharma Mailthody, Zaid Qureshi, Wen-Mei Hwu
2024	—	`conf`	GMT: GPU Orchestrated Memory Tiering for the Big Data Era. ASPLOS (3) Chia-Hao Chang, Jihoon Han, Anand Sivasubramaniam, Vikram Sharma Mailthody, Zaid Qureshi, Wen-Mei Hwu
2024	J	`jnl`	LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme. CoRR Jeongmin Brian Park, Kun Wu, Vikram Sharma Mailthody, Zaid Qureshi, Scott A. Mahlke, Wen-mei W. Hwu
2024	J	`jnl`	TBA: Faster Large Language Model Training Using SSD-Based Activation Offloading. CoRR Kun Wu, Jeongmin Brian Park, Xiaofan Zhang, Mert Hidayetoglu, Vikram Sharma Mailthody, Sitao Huang, Steven S. Lumetta, Wen-mei W. Hwu
2023	J	`jnl`	Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses. CoRR Jeongmin Brian Park, Vikram Sharma Mailthody, Zaid Qureshi, Wen-Mei Hwu
2023	B	`conf`	FSSD: FPGA-Based Emulator for SSDs. FPL Luyang Yu, Yizhen Lu, Meghna Mandava, Edward Richter, Vikram Sharma Mailthody, Seungwon Min, Wen-mei W. Hwu, Deming Chen
2023	—	`conf`	GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture. ASPLOS (2) Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-mei W. Hwu
2023	A*	`conf`	IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research. KDD Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka, Tengfei Ma, Xiang Song, Wen-Mei Hwu
2023	J	`jnl`	IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research. CoRR Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka, Tengfei Ma, Xiang Song, Wen-mei W. Hwu
2022	J	`jnl`	BaM: A Case for Enabling Fine-grain High Throughput GPU-Orchestrated Access to Storage. CoRR Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-mei W. Hwu
2021	J	`jnl`	Safer Illinois and RokWall: Privacy Preserving University Health Apps for COVID-19. CoRR Vikram Sharma Mailthody, James Wei, Nicholas Chen, Mohammad Behnia, Ruihao Yao, Qihao Wang, Vedant Agrawal, Churan He, Lijian Wang, Leihao Chen, Amit Agarwal, Edward Richter, Wen-Mei Hwu, Christopher W. Fletcher, Jinjun Xiong, Andrew Miller, Sanjay Patel
2021	—	`conf`	Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUs. MILCOM Jinyang Li, Runyu Ma, Vikram Sharma Mailthody, Colin Samplawski, Benjamin M. Marlin, Songqing Chen, Shuochao Yao, Tarek F. Abdelzaher
2020	—	`conf`	At-Scale Sparse Deep Neural Network Inference With Efficient GPU Implementation. HPEC Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-Mei Hwu
2020	J	`jnl`	EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs. CoRR Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-mei W. Hwu
2020	J	`jnl`	EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs. Proc. VLDB Endow. Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-Mei Hwu
2020	J	`jnl`	Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020. CoRR Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-mei W. Hwu
2020	J	`jnl`	I-BERT: Inductive Generalization of Transformer to Arbitrary Context Lengths. CoRR Hyoungwook Nam, Seung Byum Seo, Vikram Sharma Mailthody, Noor Michael, Lan Li
2020	J	`jnl`	Tearing Down the Memory Wall. CoRR Zaid Qureshi, Vikram Sharma Mailthody, Seungwon Min, I-Hsin Chung, Jinjun Xiong, Wen-mei W. Hwu
2019	A*	`conf`	DeepStore: In-Storage Acceleration for Intelligent Queries. MICRO Vikram Sharma Mailthody, Zaid Qureshi, Weixin Liang, Ziyan Feng, Simon Garcia De Gonzalo, Youjie Li, Hubertus Franke, Jinjun Xiong, Jian Huang, Wen-Mei Hwu
2019	A*	`conf`	FlatFlash: Exploiting the Byte-Accessibility of SSDs within a Unified Memory-Storage Hierarchy. ASPLOS Ahmed H. M. O. Abulila, Vikram Sharma Mailthody, Zaid Qureshi, Jian Huang, Nam Sung Kim, Jinjun Xiong, Wen-mei W. Hwu