Sumukh Pinge

According to our database, Sumukh Pinge authored at least 15 papers between 2023 and 2026.

Collaborative distances:

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

2026

HyperMetric: Efficient Hyperdimensional Computing With Metric Learning for Robust Edge Intelligence.

Weihong Xu, Sean Fuhrman, Keming Fan, Sumukh Pinge, Wei-Chen Chen, Tajana Rosing

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., January, 2026

2025

HDDB: Efficient In-Storage SQL Database Search Using Hyperdimensional Computing on Ferroelectric NAND Flash.

Quanling Zhao, Yanru Chen, Runyang Tian, Sumukh Pinge, Weihong Xu, Augusto Vega, Steven Holmes, Saransh Gupta, Tajana Rosing

CoRR, November, 2025

HERP: Hardware for Energy Efficient and Realtime DB Search and Cluster Expansion in Proteomics.

Md Mizanur Rahaman Nayan, Zheyu Li, Flavio Ponzina, Sumukh Pinge, Tajana Rosing, Azad J. Naeemi

CoRR, November, 2025

FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash.

Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Islam Khan, Tajana Rosing, Mingu Kang

CoRR, October, 2025

SmartMS: Efficient Hierarchical Database Search for Mass Spectrometry via Processing-in-Memory.

Flavio Ponzina, Sumukh Pinge, Zheyu Li, Abhijay Deevi, Yilin Ge, Mingu Kang, Tajana Rosing

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2025

HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing.

Russel Arbore, Xavier Routh, Abdul Rafae Noor, Akash Kothari, Haichao Yang, Weihong Xu, Sumukh Pinge, Minxuan Zhou, Tajana Rosing, Vikram S. Adve

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

PATHE: A Privacy-Preserving Database Pattern Search Platform with Homomorphic Encryption.

Xuan Wang, Minxuan Zhou, Gabrielle De Micheli, Yujin Nam, Sumukh Pinge, Augusto Vega, Tajana Rosing

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash.

Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Khan, Tajana Rosing, Mingu Kang

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

2024

HPVM-HDC: A Heterogeneous Programming System for Hyperdimensional Computing.

Russel Arbore, Xavier Routh, Abdul Rafae Noor, Akash Kothari, Haichao Yang, Weihong Xu, Sumukh Pinge, Minxuan Zhou, Vikram S. Adve, Tajana Rosing

CoRR, 2024

SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering.

Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering.

Tianqi Zhang, Neha Prakriya, Sumukh Pinge, Jason Cong, Tajana Rosing

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory.

Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing.

Sumukh Pinge, Weihong Xu, Wout Bittremieux, Niema Moshiri, Sang-Woo Jun, Tajana Rosing

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024

2023

Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND.

Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing

CoRR, 2023

HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning.

Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing

Proceedings of the 41st IEEE International Conference on Computer Design, 2023