KH
Kim Hazelwood
cs.LGcs.DCstat.MLcs.AIcs.ARcs.PFcs.PLcs.CLcs.CYcs.DB
On Valency
published · living versionsW_u7fa5rax·v1 · currentpublished
MLSys: The New Frontier of Machine Learning Systems
with Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen +64
1 version
Preprints & journals
16 papers in the corpus · 2018–2024Conference Submission and Review Policies to Foster Responsible Computing Research2408.09678v1 · Lorrie Cranor, Kim Hazelwood, Daniel Lopresti et al.2024 · 1 citationarXiv
Beyond Efficiency: Scaling AI Sustainably2406.05303v2 · Carole-Jean Wu, Bilge Acun, Ramya Raghavendra et al.2024 · 42 citationsarXiv
Large Language Models for Compiler Optimization2309.07062v1 · Chris Cummins, Volker Seeker, Dejan Grubisic et al.2023 · 11 citationsarXiv
BenchDirect: A Directed Language Model for Compiler Benchmarks2303.01557v1 · Foivos Tsimpourlas, Pavlos Petoumenos, Min Xu et al.2023 · 0 citationsarXiv
BenchPress: A Deep Active Benchmark Generator2208.06555v2 · Foivos Tsimpourlas, Pavlos Petoumenos, Min Xu et al.2022 · 0 citationsarXiv
Caviar: An E-graph Based TRS for Automatic Code Optimization2111.12116v2 · Smail Kourta, Adel Namani, Fatima Benbouzid-Si Tayeb et al.2021 · 9 citationsarXiv
Sustainable AI: Environmental Implications, Challenges and Opportunities2111.00364v2 · Carole-Jean Wu, Ramya Raghavendra, Udit Gupta et al.2021 · 352 citationsarXiv
Using Python for Model Inference in Deep Learning2104.00254v1 · Zachary DeVito, Jason Ansel, Will Constable et al.2021 · 0 citationsarXiv
Understanding Training Efficiency of Deep Learning Recommendation Models at Scale2011.05497v1 · Bilge Acun, Matthew Murphy, Xiaodong Wang et al.2020 · 89 citationsarXiv
Exploiting Parallelism Opportunities with Deep Learning Frameworks1908.04705v2 · Yu Emma Wang, Carole-Jean Wu, Xiaodong Wang et al.2019 · 26 citationsarXiv
MLPerf Training Benchmark1910.01500v3 · Peter Mattson, Christine Cheng, Cody Coleman et al.2019 · 170 citationsarXiv
The Architectural Implications of Facebook's DNN-based Personalized Recommendation1906.03109v4 · Udit Gupta, Carole-Jean Wu, Xiaodong Wang et al.2019 · 282 citationsarXiv
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing1912.12953v1 · Liu Ke, Udit Gupta, Carole-Jean Wu et al.2019 · 239 citationsarXiv
MLSys: The New Frontier of Machine Learning Systems1904.03257v3 · Alexander Ratner, Dan Alistarh, Gustavo Alonso et al.2019 · 20 citationsarXivon Valency
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications1811.09886v2 · Jongsoo Park, Maxim Naumov, Protonu Basu et al.2018 · 132 citationsarXiv
Bandana: Using Non-volatile Memory for Storing Deep Learning Models1811.05922v2 · Assaf Eisenman, Maxim Naumov, Darryl Gardner et al.2018 · 41 citationsarXiv
Career total: 101 works. 16 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.