1. APPUSWAMY Raja
  2. APPUSWAMY Raja
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APPUSWAMY Raja

Conference

Wang, Ruiwen; Fang, Philippe; Li, Chong; Tachon, Thibaut; Appuswamy, Raja

PRISM: Profiling-free symbolic memory-driven strategy planner for large DNN model training

SCA/HPC Asia 2026, Supercomputing Asia / International Conference on High Performance Computing in the Asia-Pacific Region, 26-29 January 2026, Osaka, Japan
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Conference

Wang, Ruiwen; Li, Chong; Wang, Hongxing; Appuswamy, Raja; Yujie, Yuan

ManuMatic: Strategy injection for robust automatic hybrid parallelism in distributed DNN training

NPC 2025, 22nd IFIP International Conference on Network and Parallel Computing, 14-16 November 2025, Nha Trang, Vietnam
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HDR

Appuswamy, Raja

Microform to macromolecules : archiving digital data on analog and biological storage media

Habilitation à diriger des recherches (French qualification for conducting Phd theses)
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Conference

Wang, Ruiwen; Li, Chong; Tachon, Thibaut; Appuswamy, Raja; Su, Teng

BMPipe: Bubble-memory co-optimization strategy planner for very-large DNN training

CLUSTER 2025, IEEE International Conference on Cluster Computing, 2-5 September 2025, Edinburgh, Scotland, UK
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DOI
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Poster / Demo

Wang, Ruiwen; Li, Chong; Appuswamy, Raja

H2O: Holistic Hyper-Parameter Optimization for Large-Scale Deep Neural Network Training

EURO-PAR 2025, 31st International European Conference on parallel and distributed computing, 25-29 August 2025, Dresden, Germany / Also published in "Lecture Notes in Computer Science"
Best Poster Award
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Conference

Kabadzhov, Ivan Donchev; Mordgado, Jose; Ilic, Aleksandar; Appuswamy, Raja

Open, cross-architecture acceleration of data analytics with SYCL and RISC-V

EURO-PAR 2025, 31st International European Conference on parallel and distributed computing, 25-29 August 2025, Dresden, Germany / Also published in "Lecture Notes in Computer Science"
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Conference

Pic, Xavier; Appuswamy, Raja

Combining progressive image compression and random access in DNA data storage

DSP 2025, 25th International Conference on Digital Signal Processing, 25-27 June 2025, Costa Navarino, Messinia, Greece
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ARXIV
DOI
HAL
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Poster / Demo

Wang, Ruiwen; Li, Chong; Tachon, Thibaut; Appuswamy, Raja

SCOPE-Symbolic computation-memory optimization for pipeline efficiency in ultra-scale DNN training

DP2E-AI 2025, 1st International Workshop on Distributed and Parallel Programming for Extreme-scale AI, 16-17 June 2025, Paris, France
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Talk

Appuswamy, Raja

Motif-based approaches for scaling read/write cost in DNA storage

DBDS 2025, Invited Talk in New Trends in DNA-Based Data Storage Conference, 3-6 June 2025, Prague, Czech Republic
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Conference

Pic, Xavier; Appuswamy, Raja

Hierarchical encoding of JPEG2000-compressed images for DNA data storage

DBDS 2025, New Trends in DNA-Based Data Storage Conference, 3-6 June 2025, Prague, Czech Republic
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