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ORCIDKiran Kumar Matam
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2020 – today
- 2024
[c15]Kiran Kumar Matam, Hani Ramezani, Fan Wang, Zeliang Chen, Yue Dong, Maomao Ding, Zhiwei Zhao, Zhengyu Zhang, Ellie Wen, Assaf Eisenman:
QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models. NSDI 2024: 731-744- 2022
- [c14]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:
Software-hardware co-design for fast and scalable training of deep learning recommendation models. ISCA 2022: 993-1011 - [c13]Assaf Eisenman, Kiran Kumar Matam, Steven Ingram, Dheevatsa Mudigere, Raghuraman Krishnamoorthi, Krishnakumar Nair, Misha Smelyanskiy, Murali Annavaram:
Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models. NSDI 2022: 929-943 - 2021
- [c12]Kiran Kumar Matam, Hanieh Hashemi, Murali Annavaram:
MultiLogVC: Efficient Out-of-Core Graph Processing Framework for Flash Storage. IPDPS 2021: 245-255 - [i4]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:
High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models. CoRR abs/2104.05158 (2021) - 2020
- [i3]Assaf Eisenman, Kiran Kumar Matam, Steven Ingram, Dheevatsa Mudigere, Raghuraman Krishnamoorthi, Murali Annavaram, Krishnakumar Nair, Misha Smelyanskiy:
Check-N-Run: A Checkpointing System for Training Recommendation Models. CoRR abs/2010.08679 (2020)
2010 – 2019
- 2019
- [j1]Kiran Kumar Matam, Mohammad Abdel-Majeed, Murali Annavaram:
Efficient automatic parallelization of a single GPU program for a multiple GPU system. Integr. 66: 35-43 (2019) - [c11]Kiran Kumar Matam, Gunjae Koo, Haipeng Zha, Hung-Wei Tseng, Murali Annavaram:
GraphSSD: graph semantics aware SSD. ISCA 2019: 116-128 - [i2]Kiran Kumar Matam, Hanieh Hashemi, Murali Annavaram:
PartitionedVC: Partitioned External Memory Graph Analytics Framework for SSDs. CoRR abs/1905.04264 (2019) - 2017
- [c10]Gunjae Koo, Kiran Kumar Matam, Te I, H. V. Krishna Giri Narra, Jing Li, Hung-Wei Tseng, Steven Swanson, Murali Annavaram:
Summarizer: trading communication with computing near storage. MICRO 2017: 219-231 - 2013
- [c9]Kiran Kumar Matam, Viktor K. Prasanna:
Algorithm Design Methodology for Embedded Architectures. ARC 2013: 231-232 - [c8]Da Tong, Lu Sun, Kiran Kumar Matam, Viktor K. Prasanna:
High throughput and programmable online trafficclassifier on FPGA. FPGA 2013: 255-264 - [c7]Kiran Kumar Matam, Hoang Le, Viktor K. Prasanna:
Energy efficient architecture for matrix multiplication on FPGAs. FPL 2013: 1-4 - [c6]Kiran Kumar Matam, Ming Hsieh:
Evaluating energy efficiency of floating point matrix multiplication on FPGAs. HPEC 2013: 1-6 - [c5]Kiran Kumar Matam, Viktor K. Prasanna:
Energy-efficient large-scale matrix multiplication on FPGAs. ReConFig 2013: 1-8 - [i1]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:
CPU and/or GPU: Revisiting the GPU Vs. CPU Myth. CoRR abs/1303.2171 (2013) - 2012
- [c4]Kiran Kumar Matam, Siva Rama Krishna Bharadwaj Indarapu, Kishore Kothapalli:
Sparse matrix-matrix multiplication on modern architectures. HiPC 2012: 1-10 - 2011
- [c3]Kiran Kumar Matam, Kishore Kothapalli:
GPU Accelerated Lanczos Algorithm with Applications. AINA Workshops 2011: 71-76 - [c2]Kiran Kumar Matam, Kishore Kothapalli:
Accelerating Sparse Matrix Vector Multiplication in Iterative Methods Using GPU. ICPP 2011: 612-621 - 2010
- [c1]Jyothish Soman, Kiran Kumar Matam, Kishore Kothapalli, P. J. Narayanan:
Efficient Discrete Range Searching primitives on the GPU with applications. HiPC 2010: 1-10
Coauthor Index
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