Jared Casper

Publications by Year

Research Areas

Parallel Computing and Optimization Techniques, Distributed systems and fault tolerance, Topic Modeling, Advanced Data Storage Technologies, Multimodal Machine Learning Applications

Most-Cited Works

• → Deep Speech 2: End-to-End Speech Recognition in English and Mandarin(2015)2,175 cited
• → Deep Speech: Scaling up end-to-end speech recognition(2014)1,513 cited
• → Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism(2019)821 cited
• → Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model(2022)299 cited
• → An effective hybrid transactional memory system with strong isolation guarantees(2007)286 cited
• → A practical concurrent binary search tree(2010)198 cited
• → Hardware acceleration of database operations(2014)169 cited
• → A Scalable, Non-blocking Approach to Transactional Memory(2007)149 cited
• → The Vector-Thread Architecture(2004)144 cited