Acknowledgements
The authors want to thank Adria Gascon, Peter Kairouz, Gary Sivek, and Ananda Theertha Suresh for his or her in depth suggestions and modifying on the weblog submit itself, Tom Small and John Guilyard for serving to with the animated figures, and the groups at Google that helped with algorithm design, infrastructure implementation, and manufacturing upkeep.
Particularly, we want to thank the collaborators who straight contributed to this effort: Eugene Bagdasaryan, Adria Gascon, Peter Kairouz, Ananda Theertha Suresh, and Wennan Zhu for his or her in depth help in analysis and growth of federated analytics algorithms; Carbo Kuo, and Gary Sivek for his or her contribution within the collaboration with linguists; Badih Ghazi, Ravi Kumar, Pasin Manurangsi, Rasmus Pagh, Amer Sinha, and Ameya Velingker for his or her contribution within the growth of SecAggIBLT; Marco Gruteser, Brendan McMahan, Daniel Ramage, Michael Riley, Shumin Zhai, and Yuanbo Zhang for his or her management and help.