Gpop: A scalable cache-and memory-efficient framework for graph processing over parts K Lakhotia, R Kannan, S Pati, V Prasanna ACM Transactions on Parallel Computing (TOPC) 7 (1), 1-24, 2020 | 50* | 2020 |
Accelerating PageRank using Partition-Centric Processing K Lakhotia, R Kannan, V Prasanna USENIX Annual Technical Conference (USENIX ATC), 427--440, 2018 | 40 | 2018 |
Recall: Reordered cache aware locality based graph processing K Lakhotia, S Singapura, R Kannan, V Prasanna 2017 IEEE 24th International Conference on High Performance Computing (HiPC …, 2017 | 35 | 2017 |
Quickly finding a truss in a haystack O Green, J Fox, E Kim, F Busato, N Bombieri, K Lakhotia, S Zhou, ... 2017 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2017 | 28 | 2017 |
Design and implementation of parallel pagerank on multicore platforms S Zhou, K Lakhotia, SG Singapura, H Zeng, R Kannan, VK Prasanna, ... 2017 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2017 | 23 | 2017 |
RECEIPT: REfine CoarsE-grained IndePendent Tasks for Parallel Tip decomposition of Bipartite Graphs K Lakhotia, R Kannan, V Prasanna, CAF De Rose Proceedings of the VLDB Endowment 14 (3), 404, 2020 | 17 | 2020 |
SPEC2: Spectral sparse CNN accelerator on FPGAs Y Niu, H Zeng, A Srivastava, K Lakhotia, R Kannan, Y Wang, V Prasanna 2019 IEEE 26th International Conference on High Performance Computing, Data …, 2019 | 12 | 2019 |
Planting trees for scalable and efficient canonical hub labeling K Lakhotia, R Kannan, Q Dong, V Prasanna Proceedings of the VLDB Endowment 13, 492–505, 2019 | 12 | 2019 |
A fast and efficient parallel algorithm for pruned landmark labeling Q Dong, K Lakhotia, H Zeng, R Karman, V Prasanna, G Seetharaman 2018 IEEE High Performance extreme Computing Conference (HPEC), 1-7, 2018 | 11 | 2018 |
Polarfly: A cost-effective and flexible low-diameter topology K Lakhotia, M Besta, L Monroe, K Isham, P Iff, T Hoefler, F Petrini Proceedings of the International Conference on High Performance Computing …, 2022 | 10 | 2022 |
Accelerating Allreduce with in-network reduction on Intel PIUMA K Lakhotia, F Petrini, R Kannan, V Prasanna IEEE Micro 42 (2), 44-52, 2021 | 6 | 2021 |
In-network reductions on multi-dimensional HyperX K Lakhotia, F Petrini, R Kannan, V Prasanna 2021 IEEE Symposium on High-Performance Interconnects (HOTI), 1-8, 2021 | 6 | 2021 |
PolarStar: Expanding the scalability horizon of diameter-3 networks K Lakhotia, L Monroe, K Isham, M Besta, N Blach, T Hoefler, F Petrini arXiv preprint arXiv:2302.07217, 2023 | 5 | 2023 |
Approximation algorithms for coordinating Ad campaigns on social networks K Lakhotia, D Kempe Proceedings of the 28th ACM International Conference on Information and …, 2019 | 5 | 2019 |
In-network Allreduce with Multiple Spanning Trees on PolarFly K Lakhotia, K Isham, L Monroe, M Besta, T Hoefler, F Petrini Proceedings of the 35th ACM Symposium on Parallelism in Algorithms and …, 2023 | 4 | 2023 |
Characterizing the Scalability of Graph Convolutional Networks on Intel® PIUMA MJ Adiletta, JJ Tithi, EI Farsarakis, G Gerogiannis, R Adolf, R Benke, ... 2023 IEEE International Symposium on Performance Analysis of Systems and …, 2023 | 4 | 2023 |
Parallel edge-based sampling for static and dynamic graphs K Lakhotia, R Kannan, A Gaur, A Srivastava, V Prasanna Proceedings of the 16th ACM International Conference on Computing Frontiers …, 2019 | 3 | 2019 |
Low-power, low-latency Hermite polynomial characterization of heartbeats using a field-programmable gate array K Lakhotia, G Caffarena, A Gil, DG Márquez, A Otero, MP Desai Bioinformatics and Biomedical Engineering: 4th International Conference …, 2016 | 3 | 2016 |
Parallel Peeling of Bipartite Networks for Hierarchical Dense Subgraph Discovery K Lakhotia, R Kannan, V Prasanna ACM Transactions on Parallel Computing, 2023 | 2 | 2023 |
Accelerating Prefix Scan with in-network computing on Intel PIUMA K Lakhotia, F Petrini, R Kannan, V Prasanna 2022 IEEE 29th International Conference on High Performance Computing, Data …, 2022 | 2 | 2022 |