Research output per year
Research output per year
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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MoE-Lens: Towards the Hardware Limit of High-Throughput MoE LLM Serving Under Resource Constraints
Yuan, Y., Ma, L. & Talati, N., Jul 13 2026, Proceedings of the 35th ACM International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2026. Kuppannagari, S., Koyuturk, M., Goldman, A. & Nikolopoulos, D. S. (eds.). Association for Computing Machinery, p. 415-429 15 p. (Proceedings of the 35th ACM International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
DX100: Programmable Data Access Accelerator for Indirection
Khadem, A., Kamalakkannan, K., Zhu, Z., Poptani, A., Gu, Y., Dominguez-Trujillo, J. B., Talati, N., Fujiki, D., Mahlke, S., Shipman, G. & Das, R., Jun 21 2025, ISCA 2025 - Proceedings of the 52nd Annual International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 1641-1658 18 p. (Proceedings - International Symposium on Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining
Singapuram, S. S. V., Dreslinski, R. & Talati, N., 2025, In: Proceedings of the VLDB Endowment. 18, 13, p. 5609, 2025Research output: Contribution to journal › Conference article › peer-review
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MoDM: Efficient Serving for Image Generation via Mixture-of-Diffusion Models
Xia, Y., Sharma, D., Yuan, Y., Kundu, S. & Talati, N., Dec 11 2025, ASPLOS '26: Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 1. Lee, B., Silberstein, M. & Xu, H. (eds.). Association for Computing Machinery, p. 163-182 20 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS; vol. 1-A).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Multi-Dimensional Vector ISA Extension for Mobile In-Cache Computing
Khadem, A., Fujiki, D., Chen, H., Gu, Y., Talati, N., Mahlke, S. & Das, R., 2025, Proceedings - 2025 IEEE International Symposium on High Performance Computer Architecture, HPCA 2025. IEEE Computer Society, p. 487-503 17 p. (Proceedings - International Symposium on High-Performance Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution