Kiran Kumar Matam

20 papers A* 3A 2B 2Misc 4Journal 5Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	Misc	`conf`	QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models. NSDI Kiran Kumar Matam, Hani Ramezani, Fan Wang, ZeLiang Chen, Yue Dong, Maomao Ding, Zhiwei Zhao, Zhengyu Zhang, Ellie Wen, Assaf Eisenman
2022	Misc	`conf`	Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models. NSDI Assaf Eisenman, Kiran Kumar Matam, Steven Ingram, Dheevatsa Mudigere, Raghuraman Krishnamoorthi, Krishnakumar Nair, Misha Smelyanskiy, Murali Annavaram
2022	A*	`conf`	Software-hardware co-design for fast and scalable training of deep learning recommendation models. ISCA Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhihao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Ajit Mathews, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao
2021	J	`jnl`	High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models. CoRR Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao
2021	A	`conf`	MultiLogVC: Efficient Out-of-Core Graph Processing Framework for Flash Storage. IPDPS Kiran Kumar Matam, Hanieh Hashemi, Murali Annavaram
2020	J	`jnl`	Check-N-Run: A Checkpointing System for Training Recommendation Models. CoRR Assaf Eisenman, Kiran Kumar Matam, Steven Ingram, Dheevatsa Mudigere, Raghuraman Krishnamoorthi, Murali Annavaram, Krishnakumar Nair, Misha Smelyanskiy
2019	J	`jnl`	Efficient automatic parallelization of a single GPU program for a multiple GPU system. Integr. Kiran Kumar Matam, Mohammad Abdel-Majeed, Murali Annavaram
2019	A*	`conf`	GraphSSD: graph semantics aware SSD. ISCA Kiran Kumar Matam, Gunjae Koo, Haipeng Zha, Hung-Wei Tseng, Murali Annavaram
2019	J	`jnl`	PartitionedVC: Partitioned External Memory Graph Analytics Framework for SSDs. CoRR Kiran Kumar Matam, Hanieh Hashemi, Murali Annavaram
2017	A*	`conf`	Summarizer: trading communication with computing near storage. MICRO Gunjae Koo, Kiran Kumar Matam, Te I, H. V. Krishna Giri Narra, Jing Li, Hung-Wei Tseng, Steven Swanson, Murali Annavaram
2013	—	`conf`	Algorithm Design Methodology for Embedded Architectures. ARC Kiran Kumar Matam, Viktor K. Prasanna
2013	J	`jnl`	CPU and/or GPU: Revisiting the GPU Vs. CPU Myth CoRR Kishore Kothapalli, Dip Sankar Banerjee, P. J. Narayanan, Surinder Sood, Aman Kumar Bahl, Shashank Sharma, Shrenik Lad, Krishna Kumar Singh, Kiran Kumar Matam, Sivaramakrishna Bharadwaj, Rohit Nigam, Parikshit Sakurikar, Aditya Deshpande, Ishan Misra, Siddharth Choudhary, Shubham Gupta
2013	B	`conf`	Energy efficient architecture for matrix multiplication on FPGAs. FPL Kiran Kumar Matam, Hoang Le, Viktor K. Prasanna
2013	—	`conf`	Energy-efficient large-scale matrix multiplication on FPGAs. ReConFig Kiran Kumar Matam, Viktor K. Prasanna
2013	—	`conf`	Evaluating energy efficiency of floating point matrix multiplication on FPGAs. HPEC Kiran Kumar Matam, Ming Hsieh
2013	A	`conf`	High throughput and programmable online trafficclassifier on FPGA. FPGA Da Tong, Lu Sun, Kiran Kumar Matam, Viktor K. Prasanna
2012	Misc	`conf`	Sparse matrix-matrix multiplication on modern architectures. HiPC Kiran Kumar Matam, Siva Rama Krishna Bharadwaj Indarapu, Kishore Kothapalli
2011	B	`conf`	Accelerating Sparse Matrix Vector Multiplication in Iterative Methods Using GPU. ICPP Kiran Kumar Matam, Kishore Kothapalli
2011	—	`conf`	GPU Accelerated Lanczos Algorithm with Applications. AINA Workshops Kiran Kumar Matam, Kishore Kothapalli
2010	Misc	`conf`	Efficient Discrete Range Searching primitives on the GPU with applications. HiPC Jyothish Soman, Kiran Kumar Matam, Kishore Kothapalli, P. J. Narayanan