JF
Jared Fernandez
cs.CLcs.LGcs.AIcs.DCcs.ARcs.CRcs.CVcs.CYcs.PF
On Valency
published · living versionsW_z5sg823j·v1 · currentpublished
Creating Power Flexibility in Datacenters via Query Routing
with Shivam Patel, Bingqing Chen, Guannan Qu, Gauri Joshi
1 version
Preprints & journals
13 papers in the corpus · 2019–2026Crypto x AI, AI x Crypto: A Survey2606.13892v2 · Sarah Allen, Pranay Anchuri, James Austgen et al.2026 · 0 citationsarXiv
Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment2606.07632v1 · Jared Fernandez, Clara Na, Yonatan Bisk et al.2026 · 1 citationarXiv
The Energy Cost of Execution-Idle in GPU Clusters2604.04745v1 · Yiran Lei, Jared Fernandez, Vasilis Kypriotis et al.2026 · 0 citationsarXiv
Empirically-Calibrated H100 Node Power Models for Reducing Uncertainty in AI Training Energy Estimation2506.14551v1 · Alex C. Newkirk, Jared Fernandez, Jonathan Koomey et al.2025 · 2 citationsarXiv
Energy Considerations of Large Language Model Inference and Efficiency Optimizations2504.17674v1 · Jared Fernandez, Clara Na, Vashisth Tiwari et al.2025 · 36 citationsarXiv
Holistically Evaluating the Environmental Impact of Creating Language Models2503.05804v1 · Jacob Morrison, Clara Na, Jared Fernandez et al.2025 · 6 citationsarXiv
Hardware Scaling Trends and Diminishing Returns in Large-Scale Distributed Training2411.13055v2 · Jared Fernandez, Luca Wehrstedt, Leonid Shamis et al.2024 · 2 citationsarXiv
Gradient Localization Improves Lifelong Pretraining of Language Models2411.04448v1 · Jared Fernandez, Yonatan Bisk, Emma Strubell2024 · 0 citationsarXiv
Efficiency Pentathlon: A Standardized Arena for Efficiency Evaluation2307.09701v1 · Hao Peng, Qingqing Cao, Jesse Dodge et al.2023 · 1 citationarXiv
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment2302.06117v2 · Jared Fernandez, Jacob Kahn, Clara Na et al.2023 · 8 citationsarXiv
CIGLI: Conditional Image Generation from Language & Image2108.08955v1 · Xiaopeng Lu, Lynnette Ng, Jared Fernandez et al.2021 · 3 citationsarXiv
Generative Data Augmentation for Commonsense Reasoning2004.11546v3 · Yiben Yang, Chaitanya Malaviya, Jared Fernandez et al.2020 · 111 citationsarXiv
CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense1904.04365v4 · Michael Chen, Mike D'Arcy, Alisa Liu et al.2019 · 13 citationsarXiv
Career total: 21 works. 13 are in this corpus.
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