The Vector-Thread Architecture. - Ronny Krashinsky; Christopher Batten; Mark Hampton; Steve Gerding; Brian Pharris; Jared Casper; Krste Asanovic (IEEE Micro, 2004)

ATLAS: a chip-multiprocessor with transactional memory support. - Njuguna Njoroge; Jared Casper; Sewook Wee; Yuriy Teslyar; Daxia Ge; Christos Kozyrakis; Kunle Olukotun (DATE, 2007)

A practical FPGA-based framework for novel CMP research. - Sewook Wee; Jared Casper; Njuguna Njoroge; Yuriy Teslyar; Daxia Ge; Christos Kozyrakis; Kunle Olukotun (FPGA, 2007)

A Scalable, Non-blocking Approach to Transactional Memory. - Hassan Chafi; Jared Casper; Brian D. Carlstrom; Austen McDonald; Chi Cao Minh; Woongki Baek; Christos Kozyrakis; Kunle Olukotun (HPCA, 2007)

An effective hybrid transactional memory system with strong isolation guarantees. - Chi Cao Minh; Martin Trautmann; JaeWoong Chung; Austen McDonald; Nathan Grasso Bronson; Jared Casper; Christos Kozyrakis; Kunle Olukotun (ISCA, 2007)

FARM: A Prototyping Environment for Tightly-Coupled, Heterogeneous Architectures. - Tayo Oguntebi; Sungpack Hong; Jared Casper; Nathan Grasso Bronson; Christos Kozyrakis; Kunle Olukotun (FCCM, 2010)

Eigenbench: A simple exploration tool for orthogonal TM characteristics. - Sungpack Hong; Tayo Oguntebi; Jared Casper; Nathan Grasso Bronson; Christos Kozyrakis; Kunle Olukotun (IISWC, 2010)

Transactional predication: high-performance concurrent sets and maps for STM. - Nathan Grasso Bronson; Jared Casper; Hassan Chafi; Kunle Olukotun (PODC, 2010)

A practical concurrent binary search tree. - Nathan Grasso Bronson; Jared Casper; Hassan Chafi; Kunle Olukotun (PPoPP, 2010)

Hardware acceleration of transactional memory on commodity systems. - Jared Casper; Tayo Oguntebi; Sungpack Hong; Nathan Grasso Bronson; Christos Kozyrakis; Kunle Olukotun (ASPLOS, 2011)

A case of system-level hardware/software co-design and co-verification of a commodity multi-processor system with custom hardware. - Sungpack Hong; Tayo Oguntebi; Jared Casper; Nathan Grasso Bronson; Christos Kozyrakis; Kunle Olukotun (CODES+ISSS, 2012)

Hardware acceleration of database operations. - Jared Casper; Kunle Olukotun (FPGA, 2014)

Deep Speech: Scaling up end-to-end speech recognition. - Awni Y. Hannun; Carl Case; Jared Casper; Bryan Catanzaro; Greg Diamos; Erich Elsen; Ryan Prenger; Sanjeev Satheesh; Shubho Sengupta; Adam Coates 002; Andrew Y. Ng (CoRR, 2014)

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin. - Dario Amodei; Rishita Anubhai; Eric Battenberg; Carl Case; Jared Casper; Bryan Catanzaro; Jingdong Chen; Mike Chrzanowski; Adam Coates 002; Greg Diamos; Erich Elsen; Jesse H. Engel; et al. (CoRR, 2015)

Domain specific hardware acceleration. - Jared Casper (2015)

Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin. - Dario Amodei; Sundaram Ananthanarayanan; Rishita Anubhai; Jingliang Bai; Eric Battenberg; Carl Case; Jared Casper; Bryan Catanzaro; Jingdong Chen; Mike Chrzanowski; Adam Coates 002; Greg Diamos; et al. (ICML, 2016)

Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism. - Mohammad Shoeybi; Mostofa Patwary; Raul Puri; Patrick LeGresley; Jared Casper; Bryan Catanzaro (CoRR, 2019)

Efficient large-scale language model training on GPU clusters using megatron-LM. - Deepak Narayanan; Mohammad Shoeybi; Jared Casper; Patrick LeGresley; Mostofa Patwary; Vijay Korthikanti; Dmitri Vainbrand; Prethvi Kashinkunti; Julie Bernauer; Bryan Catanzaro; Amar Phanishayee; Matei Zaharia (SC, 2021)

Efficient Large-Scale Language Model Training on GPU Clusters. - Deepak Narayanan; Mohammad Shoeybi; Jared Casper; Patrick LeGresley; Mostofa Patwary; Vijay Korthikanti; Dmitri Vainbrand; Prethvi Kashinkunti; Julie Bernauer; Bryan Catanzaro; Amar Phanishayee; Matei Zaharia (CoRR, 2021)

Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model. - Shaden Smith; Mostofa Patwary; Brandon Norick; Patrick LeGresley; Samyam Rajbhandari; Jared Casper; Zhun Liu; Shrimai Prabhumoye; George Zerveas; Vijay Korthikanti; Elton Zheng; Rewon Child; et al. (CoRR, 2022)

Reducing Activation Recomputation in Large Transformer Models. - Vijay Anand Korthikanti; Jared Casper; Sangkug Lym; Lawrence McAfee; Michael Andersch; Mohammad Shoeybi; Bryan Catanzaro (MLSys, 2023)

Nemotron-4 15B Technical Report. - Jupinder Parmar; Shrimai Prabhumoye; Joseph Jennings; Mostofa Patwary; Sandeep Subramanian; Dan Su 003; Chen Zhu 001; Deepak Narayanan; Aastha Jhunjhunwala; Ayush Dattagupta; Vibhu Jawa; Jiwei Liu; et al. (CoRR, 2024)

An Empirical Study of Mamba-based Language Models. - Roger Waleffe; Wonmin Byeon; Duncan Riach; Brandon Norick; Vijay Korthikanti; Tri Dao; Albert Gu; Ali Hatamizadeh; Sudhakar Singh 003; Deepak Narayanan; Garvit Kulshreshtha; Vartika Singh; et al. (CoRR, 2024)

Nemotron-4 340B Technical Report. - Bo Adler; Niket Agarwal; Ashwath Aithal; Dong H. Anh; Pallab Bhattacharya; Annika Brundyn; Jared Casper; Bryan Catanzaro; Sharon Clay; Jonathan M. Cohen; Sirshak Das; Ayush Dattagupta; et al. (CoRR, 2024)

Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models. - Aaron Blakeman; Aarti Basant; Abhinav Khattar; Adithya Renduchintala; Akhiad Bercovich; Aleksander Ficek; Alexis Bjorlin; Ali Taghibakhshi; Amala Sanjay Deshmukh; Ameya Sunil Mahabaleshwarkar; Andrew Tao; Anna Shors; et al. (CoRR, 2025)

NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model. - Aarti Basant; Abhijit Khairnar; Abhijit Paithankar; Abhinav Khattar; Adithya Renduchintala; Aditya Malte; Akhiad Bercovich; Akshay Hazare; Alejandra Rico; Aleksander Ficek; Alex Kondratenko; Alex Shaposhnikov; et al. (CoRR, 2025)