Kiran Kumar Matam

According to our database, Kiran Kumar Matam authored at least 20 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models.

Kiran Kumar Matam, Hani Ramezani, Fan Wang, Zeliang Chen, Yue Dong, Maomao Ding, Zhiwei Zhao, Zhengyu Zhang, Ellie Wen, Assaf Eisenman

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

2022

Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models.

Assaf Eisenman, Kiran Kumar Matam, Steven Ingram, Dheevatsa Mudigere, Raghuraman Krishnamoorthi, Krishnakumar Nair, Misha Smelyanskiy, Murali Annavaram

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

Software-hardware co-design for fast and scalable training of deep learning recommendation models.

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

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2021

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.

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

CoRR, 2021

MultiLogVC: Efficient Out-of-Core Graph Processing Framework for Flash Storage.

Kiran Kumar Matam, Hanieh Hashemi, Murali Annavaram

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

2020

Check-N-Run: A Checkpointing System for Training Recommendation Models.

Assaf Eisenman, Kiran Kumar Matam, Steven Ingram, Dheevatsa Mudigere, Raghuraman Krishnamoorthi, Murali Annavaram, Krishnakumar Nair, Misha Smelyanskiy

CoRR, 2020

2019

Efficient automatic parallelization of a single GPU program for a multiple GPU system.

Kiran Kumar Matam, Mohammad Abdel-Majeed, Murali Annavaram

Integr., 2019

PartitionedVC: Partitioned External Memory Graph Analytics Framework for SSDs.

Kiran Kumar Matam, Hanieh Hashemi, Murali Annavaram

CoRR, 2019

GraphSSD: graph semantics aware SSD.

Kiran Kumar Matam, Gunjae Koo, Haipeng Zha, Hung-Wei Tseng, Murali Annavaram

Proceedings of the 46th International Symposium on Computer Architecture, 2019

2017

Summarizer: trading communication with computing near storage.

Gunjae Koo, Kiran Kumar Matam, Te I, H. V. Krishna Giri Narra, Jing Li, Hung-Wei Tseng, Steven Swanson, Murali Annavaram

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

2013

CPU and/or GPU: Revisiting the GPU Vs. CPU Myth

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

CoRR, 2013

Energy-efficient large-scale matrix multiplication on FPGAs.

Kiran Kumar Matam, Viktor K. Prasanna

Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2013

Evaluating energy efficiency of floating point matrix multiplication on FPGAs.

Kiran Kumar Matam, Ming Hsieh

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

Energy efficient architecture for matrix multiplication on FPGAs.

Kiran Kumar Matam, Hoang Le, Viktor K. Prasanna

Proceedings of the 23rd International Conference on Field programmable Logic and Applications, 2013

High throughput and programmable online trafficclassifier on FPGA.

Da Tong, Lu Sun, Kiran Kumar Matam, Viktor K. Prasanna

Proceedings of the 2013 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2013

Algorithm Design Methodology for Embedded Architectures.

Kiran Kumar Matam, Viktor K. Prasanna

Proceedings of the Reconfigurable Computing: Architectures, Tools and Applications, 2013

2012

Sparse matrix-matrix multiplication on modern architectures.

Kiran Kumar Matam, Siva Rama Krishna Bharadwaj Indarapu, Kishore Kothapalli

Proceedings of the 19th International Conference on High Performance Computing, 2012

2011

Accelerating Sparse Matrix Vector Multiplication in Iterative Methods Using GPU.

Kiran Kumar Matam, Kishore Kothapalli

Proceedings of the International Conference on Parallel Processing, 2011

GPU Accelerated Lanczos Algorithm with Applications.

Kiran Kumar Matam, Kishore Kothapalli

Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2011

2010

Efficient Discrete Range Searching primitives on the GPU with applications.

Jyothish Soman, Kiran Kumar Matam, Kishore Kothapalli, P. J. Narayanan

Proceedings of the 2010 International Conference on High Performance Computing, 2010