1. Differential Dataflow
2. 1. Motivation
3. 1. 1.1. Getting started
   2. 1.2. Step 1: Write a program
   3. 1.3. Step 2: Change its input
4. 2. Increase all the things
5. 1. 2.1. Increase the scale
   2. 2.2. Increase the parallelism
   3. 2.3. Increase the interactivity
6. 3. Differential Operators
7. 1. 3.1. Map
   2. 3.2. Filter
   3. 3.3. Concat
   4. 3.4. Consolidate
   5. 3.5. Join
   6. 3.6. Reduce
   7. 3.7. Iterate
   8. 3.8. Arrange
8. 4. Differential Interactions
9. 1. 4.1. Creating inputs
   2. 4.2. Making changes
   3. 4.3. Advancing time
   4. 4.4. Observing probes
   5. 4.5. Performing work
10. 5. Example Applications
11. 1. 5.1. Graph Computation
    2. 5.2. Interactive Queries
    3. 5.3. Real-time Streaming Input
12. 6. Arrangements
13. 1. 6.1. An arrangement example
    2. 6.2. Different arrangements
    3. 6.3. Sharing across dataflows
    4. 6.4. Trace wrappers
14. 7. Windows Enough and Time