1 INTRODUCTION  
1.1 Scope and Contribution  

2 BASICS OF FEDERATED LEARNING  

3 COMPUTATION HETEROGENEITY IN FEDERATED LEARNING  

4 COMPUTATION HETEROGENEITY-AWARE FEDERATED LEARNING  

5 OPEN PROBLEMS AND FUTURE DIRECTIONS  

6 CONCLUSION