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HetCIM Publications

To Appear

Journal SMASH Memento SMAUG ParPerOS PIMPMe NEON HetCIM
Charting the Benchmarking Landscape – A Survey of Benchmarks for Modern Memory Architectures

David Broneske, Christian Eichler, Hamid Farzaneh, Birte Friesel, Alexander Halbuer, Benedict Herzog, Muhammad Attahir Jibril, Sajad Karim, Sven Köhler, Manuel VögeleBenchCouncil Transactions on Benchmarks, Standards and Evaluations2026to appear.
[BibTex]

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BibTex Entry

@article{Broneske:2026,
author = {Broneske, David and Eichler, Christian and Farzaneh, Hamid and Friesel, Birte and Halbuer, Alexander and Herzog, Benedict and Jibril, Muhammad Attahir and Karim, Sajad and Köhler, Sven and Vögele, Manuel},
date = {2026},
entrysubtype = {Journal},
issn = {2772-4859},
journaltitle = {BenchCouncil Transactions on Benchmarks, Standards and Evaluations},
note = {to appear},
pubstate = {forthcoming},
title = {Charting the Benchmarking Landscape – A Survey of Benchmarks for Modern Memory Architectures},
}

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Conference HetCIM
LearnCNM2Predict: Transfer Learning-based Performance Model for CNM Systems

Anderson Faustino da Silva, Hamid Farzaned, Joao Paulo Cardoso de Lima, Asif Ali Khan, Jeronimo CastrillonProceedings of the 25th IEEE International Conference on Embedded Computer Systems: Architectures Modeling and Simulation (SAMOS)Springer2025to appear.
PDF [BibTex]

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BibTex Entry

@inproceedings{Silva:2025,
author = {da Silva, Anderson Faustino and Farzaned, Hamid and de Lima, Joao Paulo Cardoso and Khan, Asif Ali and Castrillon, Jeronimo},
booktitle = {Proceedings of the 25th {IEEE} International Conference on Embedded Computer Systems: Architectures Modeling and Simulation ({SAMOS})},
date = {2025-07},
entrysubtype = {Conference},
location = {Cham},
note = {to appear},
numpages = {17},
organization = {IEEE},
publisher = {Springer},
pubstate = {to appear},
title = {{LearnCNM2Predict}: Transfer Learning-based Performance Model for {CNM} Systems},
url = {https://cfaed.tu-dresden.de/publications?pubId=3839},
venue = {Samos, Greece},
}

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2026

Conference HetCIM A
Declarative Memory Services

Jeronimo Castrillon, Jana Giceva, Yu Hua, Kimberly Keeton, Akhil Shekar, Kevin Skadron, Tianzheng Wang, Huanchen ZhangProceedings of the 16th Annual Conference on Innovative Data Systems Research (CIDR ’26)2026.
PDF [BibTex]

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BibTex Entry

@inproceedings{Castrillon:2026,
accessdate = {2026-01-08},
author = {Castrillon, Jeronimo and Giceva, Jana and Hua, Yu and Keeton, Kimberly and Shekar, Akhil and Skadron, Kevin and Wang, Tianzheng and Zhang, Huanchen},
booktitle = {Proceedings of the 16th Annual Conference on Innovative Data Systems Research {(CIDR ’26)}},
date = {2026},
entrysubtype = {Conference},
eventdate = {2026-01-18},
series = {CIDR '26},
title = {Declarative Memory Services},
url = {https://www.vldb.org/cidrdb/papers/2026/p21-castrillon.pdf},
venue = {Chaminade, USA},
}

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2025

Conference HetCIM
All-in-memory Stochastic Computing using ReRAM

João Paulo Cardoso de Lima, Mehran Shoushtari Moghadam, Sercan Aygun, Jeronimo Castrillon, M. Hassan Najafi, Asif Ali KhanProceedings of the 62nd ACM/IEEE Design Automation Conference (DAC'25)Association for Computing Machinery2025.
PDF [BibTex]

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BibTex Entry

@inproceedings{DeLima:2025,
location = {New York, NY, USA},
author = {de Lima, João Paulo Cardoso and Moghadam, Mehran Shoushtari and Aygun, Sercan and Castrillon, Jeronimo and Najafi, M. Hassan and Khan, Asif Ali},
booktitle = {Proceedings of the 62nd {ACM}/{IEEE} Design Automation Conference ({DAC}'25)},
date = {2025-06},
entrysubtype = {Conference},
location = {San Francisco, California},
numpages = {6},
publisher = {Association for Computing Machinery},
series = {{DAC} '25},
title = {All-in-memory Stochastic Computing using {ReRAM}},
}

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Conference HetCIM A*
CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms

Asif Ali Khan, Hamid Farzaneh, Karl F. A. Friebel, Lorenzo Chelini, Jeronimo CastrillonProceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 4Association for Computing Machinery2025.
10.1145/3622781.3674189 [BibTex]

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BibTex Entry

@inproceedings{Khan:2025,
author = {Asif Ali Khan and Hamid Farzaneh and Karl F. A. Friebel and Lorenzo Chelini and Jeronimo Castrillon},
booktitle = {Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 4},
date = {2025-04-10},
doi = {10.1145/3622781.3674189},
entrysubtype = {Conference},
isbn = {9798400703911},
location = {New York, NY, USA},
pages = {31–46},
publisher = {Association for Computing Machinery},
series = {{ASPLOS} '24},
title = {CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms},
venue = {Hilton La Jolla Torrey Pines, La Jolla, CA, USA},
year = {2025},
}

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CCMCC Conference HetCIM
Efficient In-Memory Acceleration of Sparse Block Diagonal LLMs

João Paulo C. de Lima, Marc Dietrich, Jeronimo Castrillon, Asif Ali KhanProceedings of the 2025 Cross-Disciplinary Conference on Memory-Centric Computing (CCMCC)IEEE Press2025.
10.1109/CCMCC67628.2025.11380618 [BibTex]

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BibTex Entry

@inproceedings{Lima:2025,
author = {de Lima, João Paulo C. and Dietrich, Marc and Castrillon, Jeronimo and Khan, Asif Ali},
booktitle = {Proceedings of the 2025 Cross-Disciplinary Conference on Memory-Centric Computing (CCMCC)},
date = {2025-10},
doi = {10.1109/CCMCC67628.2025.11380618},
entrysubtype = {Conference},
eventdate = {2025-10-08},
isbn = {979-8-3315-7459-8},
keywords = {Processor scheduling;Computational modeling;Large language models;In-memory computing;Transformers;Common Information Model (computing);Computational efficiency;Sparse matrices;Arrays;Reliability;Structured sparsity;Large language models;Computing-in-memory},
pages = {1–8},
publisher = {IEEE Press},
series = {{CCMCC} '25},
title = {Efficient In-Memory Acceleration of Sparse Block Diagonal LLMs},
venue = {Dresden, Germany},
}

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2024

Conference HetCIM A*
C4CAM: A Compiler for CAM-based In-memory Accelerators

Hamid Farzaneh, João Paulo Cardoso de Lima, Mengyuan Li, Asif Ali Khan, Xiaobo Sharon Hu, Jeronimo CastrillonProceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24)2024.
10.1145/3620666.3651386 [BibTex]

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BibTex Entry

@inproceedings{Farzaneh:2024a,
author = {Farzaneh, Hamid and de Lima, João Paulo Cardoso and Li, Mengyuan and Khan, Asif Ali and Hu, Xiaobo Sharon and Castrillon, Jeronimo},
booktitle = {Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24)},
date = {2024-05},
doi = {10.1145/3620666.3651386},
entrysubtype = {Conference},
pages = {164–177},
pubstate = {published},
title = {C4CAM: A Compiler for CAM-based In-memory Accelerators},
}

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HetCIM CIMware
SHERLOCK: Scheduling Efficient and Reliable Bulk Bitwise Operations in NVMs

Hamid Farzaneh, João Paulo Cardoso de Lima, Ali Nezhadi Khelejani, Asif Ali Khan, Mahta Mayahinia, Mehdi Tahoori, Jeronimo CastrillonProceedings of the 61th Annual Design Automation Conference (DAC'24)Association for Computing Machinery2024.
10.1145/3649329.3658485 [BibTex]

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BibTex Entry

@inproceedings{Farzaneh:2024,
author = {Farzaneh, Hamid and de Lima, João Paulo Cardoso and Khelejani, Ali Nezhadi and Khan, Asif Ali and Mayahinia, Mahta and Tahoori, Mehdi and Castrillon, Jeronimo},
booktitle = {Proceedings of the 61th Annual Design Automation Conference (DAC'24)},
date = {2024-11-07},
doi = {10.1145/3649329.3658485},
eid = {293},
eventdate = {2024-06-23},
isbn = {9798400706011},
location = {New York, NY, USA},
publisher = {Association for Computing Machinery},
series = {DAC '24},
title = {SHERLOCK: Scheduling Efficient and Reliable Bulk Bitwise Operations in NVMs},
url = {https://www.cfaed.tu-dresden.de/files/Images/people/chair-cc/publications/2406_Farzaneh_DAC.pdf},
venue = {San Francisco, CA, USA},
}

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Conference HetCIM B
Smoothing Disruption Across the Stack: Tales of Memory, Heterogeneity, & Compilers

M. Niemier, Z. Enciso, M. Sharifi, X. S. Hu, Ian O'Connor, A. Graening, R. Sharma, P. Gupta, J. Castrillon, J. P. C. de Lima, A. A. Khan, H. Farzaneh, N. Afroze, A. Khan, Julien RyckaertProceedings of the 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)IEEE2024.
10.23919/DATE58400.2024.10546772 [BibTex]

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BibTex Entry

@inproceedings{Niemier:2024,
abstract = {Multiple research vectors represent possible paths to improved energy and performance metrics at the application-level. There are active efforts with respect to emerging logic devices, new memory technologies, novel interconnects, and heterogeneous integration architectures. Of great interest is quantifying the potential impact of a given solution to prioritize research vectors accordingly. In this paper, we discuss two efforts - one focused on emerging memory technology, and another focused on heterogeneous integration technology - that speak to best practices for, and needed contributions from the design automation ({DA}) community to explore this vast design space. Furthermore, we highlight new research efforts that aim to develop the novel compiler abstractions and frameworks that are ultimately needed to derive maximum value from new memory and/or heterogeneous and monolithic integration architecture, and that can also play an important role with respect to design space exploration efforts.},
author = {Niemier, M. and Enciso, Z. and Sharifi, M. and Hu, X. S. and O'Connor, Ian and Graening, A. and Sharma, R. and Gupta, P. and Castrillon, J. and de Lima, J. P. C. and Khan, A. A. and Farzaneh, H. and Afroze, N. and Khan, A. and Ryckaert, Julien},
booktitle = {Proceedings of the 2024 Design, Automation \& Test in Europe Conference \& Exhibition ({DATE})},
date = {2024-03},
doi = {10.23919/DATE58400.2024.10546772},
entrysubtype = {Conference},
issn = {1558-1101},
keywords = {Measurement, Smoothing methods, Design automation, Field effect transistors, Multichip modules, Monolithic integrated circuits, Computer architecture, Compute-in-memory, associative memory, cross-bar architectures, ferroelectric field effect transistors ({FeFETs}), distance functions, heterogeneous integration, chiplet, pathfinding, compilers},
pages = {1–10},
publisher = {IEEE},
series = {{DATE} '24},
shorttitle = {Smoothing Disruption Across the Stack},
title = {Smoothing Disruption Across the Stack: Tales of Memory, Heterogeneity, \& Compilers},
url = {https://ieeexplore.ieee.org/document/10546772},
}

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2023

Special Session ARTS-NVM HYPNOS CIMware HetCIM B
Special Session – Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications

Jörg Henkel, Lokesh Siddhu, Lars Bauer, Jürgen Teich, Stefan Wildermann, Mehdi Tahoori, Mahta Mayahinia, Jeronimo Castrillon, Asif Ali Khan, Hamid Farzaneh, João Paulo C. de Lima, Jian-Jia Chen, Christian Hakert, Kuan-Hsun Chen, Chia-Lin Yang, Hsiang-Yun ChengProceedings of the 2023 International Conference on Compilers, Architecture, and Synthesis of Embedded Systems (CASES)2023.
10.1145/3607889.3609088 [BibTex]

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BibTex Entry

@inproceedings{Henkel:2023,
author = {Henkel, Jörg and Siddhu, Lokesh and Bauer, Lars and Teich, Jürgen and Wildermann, Stefan and Tahoori, Mehdi and Mayahinia, Mahta and Castrillon, Jeronimo and Khan, Asif Ali and Farzaneh, Hamid and de Lima, João Paulo C. and Chen, Jian-Jia and Hakert, Christian and Chen, Kuan-Hsun and Yang, Chia-Lin and Cheng, Hsiang-Yun},
booktitle = {Proceedings of the 2023 International Conference on Compilers, Architecture, and Synthesis of Embedded Systems (CASES)},
comment-marcel = {SPP grant CIMware missing},
date = {2023-09},
doi = {10.1145/3607889.3609088},
entrysubtype = {Special Session},
location = {Hamburg, Germany},
pages = {11-20},
pubstate = {published},
title = {Special Session – Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications},
}

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