IBM Research
Founded Year
1945About IBM Research
IBM Research specializes in the advancement of artificial intelligence, quantum computing, and hybrid cloud technologies within the research and development sector. The company focuses on creating solutions and tools that address complex challenges in these areas, including the development of AI chips, quantum computers, and cloud infrastructure. IBM Research provides open-source models and datasets to facilitate enterprise AI and scientific discovery, contributing to the broader technology and research community. It was founded in 1945 and is based in Armonk, New York. IBM Research operates as a subsidiary of IBM.
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Expert Collections containing IBM Research
Expert Collections are analyst-curated lists that highlight the companies you need to know in the most important technology spaces.
IBM Research is included in 1 Expert Collection, including Semiconductors, Chips, and Advanced Electronics.
Semiconductors, Chips, and Advanced Electronics
7,328 items
Companies in the semiconductors & HPC space, including integrated device manufacturers (IDMs), fabless firms, semiconductor production equipment manufacturers, electronic design automation (EDA), advanced semiconductor material companies, and more
Latest IBM Research News
Mar 30, 2025
A new technical paper titled “Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference” was published by researchers at Barcelona Supercomputing Center, Universitat Politecnica de Catalunya, and IBM Research. Abstract “Large language models have been widely adopted across different tasks, but their auto-regressive generation nature often leads to inefficient resource utilization during inference. While batching is commonly used to increase throughput, performance gains plateau beyond a certain batch size, especially with smaller models, a phenomenon that existing literature typically explains as a shift to the compute-bound regime. In this paper, through an in-depth GPU-level analysis, we reveal that large-batch inference remains memory-bound, with most GPU compute capabilities underutilized due to DRAM bandwidth saturation as the primary bottleneck. To address this, we propose a Batching Configuration Advisor (BCA) that optimizes memory allocation, reducing GPU memory requirements with minimal impact on throughput. The freed memory and underutilized GPU compute capabilities can then be leveraged by concurrent workloads. Specifically, we use model replication to improve serving throughput and GPU utilization. Our findings challenge conventional assumptions about LLM inference, offering new insights and practical strategies for improving resource utilization, particularly for smaller language models.” Recasens, Pol G., Ferran Agullo, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Jordi Torres, and Josep Ll Berral. “Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference.” arXiv preprint arXiv:2503.08311 (2025).
IBM Research Frequently Asked Questions (FAQ)
When was IBM Research founded?
IBM Research was founded in 1945.
Where is IBM Research's headquarters?
IBM Research's headquarters is located at 1 New Orchard Road, Armonk.
Who are IBM Research's competitors?
Competitors of IBM Research include Cohere, Groq, Tenstorrent, QpiAI, ValidMind and 7 more.
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Compare IBM Research to Competitors
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