Network Experimentation at Scale
Brian Karrer, Liang Shi, Monica Bhole, Matt Goldman, Tyrone Palmer, Charlie Gelman, Mikael Konutgan, Feng Sun
KDD 2021
Facebook is proud to be a Platinum sponsor of the annual KDD Conference. KDD will be held virtually from August 14 to 18, 2021. Facebook researchers will be presenting their research in oral presentations throughout the event at the days and times indicated below.
Download the PDF below to see a full list of Facebook publications, workshops, and tutorials at KDD 2021.
Connect with us!
Interested in learning more about the work we are doing in data science, data mining, knowledge discovery, large-scale and data analytics space? Curious what our hiring process is like? Facebook recruiters and researchers will be available for a “booth” session, come join us on gather.town.
Register for the conference below to gain access.
Facebook Publications At KDD 2021
KDD - 2021
Clockwork: a Delay-Based Global Scheduling Framework for More Consistent Landing Times in the Data Warehouse
Varun Sharma, Nick Stanisha, Shan Li, Luo Mi, Wei Jiang, Alex Kalinin, Josh Metzler
Balancing Consistency and Disparity in Network Alignment
Si Zhang, Hanghang Tong, Long Jin, Yinglong Xia, Yunsong Guo
Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters
Yuzhen Huang, Xiaohan Wei, Xing Wang, Jiyan Yang, Bor-Yiing Su, Shivam Bharuka, Dhruv Choudhary, Zewei Jiang, Hai Zheng, Jack Langman
Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism
Vipul Gupta, Dhruv Choudhary, Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney
Preference Amplification in Recommender Systems
Dimitris Kalimeris, Smriti Bhagat, Shankar Kalyanaraman, Udi Weinsberg
Learn more about Facebook at KDD 2021
Join our team
Our open culture and diverse teams of experts, along with our emphasis on academic collaboration and sharing model, deliver a unique chance to grow as a researcher and engineer while directly contributing new ideas and technologies that impact experiences of billions of people around the world.
- Data Science PhD InternLearn more
- Data Science PhD FTELearn more
- Software Engineer Intern, Machine Learning (PhD)Learn more
- Research Scientist, Machine Learning (PhD)Learn more
- Research Scientist, Product Algorithms (PhD, CDS)Learn more
- Research Scientist, Adaptive Experimentation (PhD, CDS)Learn more
- Research Scientist, Systems Modeling and Optimization (PhD, CDS)Learn more
- Research Scientist, Graph Science & Statistics (PhD, CDS)Learn more
- Applied Research Scientist, Enterprise ProductsLearn more