dawidwys commented on a change in pull request #19107:
URL: https://github.com/apache/flink/pull/19107#discussion_r827932401



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File path: docs/content/docs/concepts/glossary.md
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@@ -25,182 +25,605 @@ under the License.
 
 # Glossary
 
+#### Aggregation
+
+Aggregation is an operation that takes multiple values and returns a single 
value. When working with 
+streams, it generally makes more sense to think in terms of aggregations over 
finite windows, rather 
+than over the entire stream.
+
+#### (Flink) Application
+
+A Flink application is any user program that submits one or multiple [Flink 
Jobs](#flink-job) from its
+`main()` method. The execution of these jobs can happen in a local JVM or on a 
remote setup of clusters 
+with multiple machines.
+
+The jobs of an application can either be submitted to a long-running [Session 
Cluster](#session-cluster),
+to a dedicated [Application Cluster](#application-cluster), or to a [Job 
Cluster](#job-cluster).
+
+#### Application Cluster
+
+A Flink application cluster is a dedicated [Flink cluster](#(flink)-cluster) 
that only executes 
+[Flink jobs](#flink-job) from one [Flink application](#(flink)-application). 
The lifetime of the Flink
+cluster is bound to the lifetime of the Flink application.
+
+#### Asynchronous Snapshotting
+
+A form of [snapshotting](#snapshot) that doesn't impede the ongoing stream 
processing by allowing an 
+operator to continue processing while it stores its state snapshot, 
effectively letting the state 
+snapshots happen asynchronously in the background.
+
+#### At-least-once
+
+A fault-tolerance guarantee and data delivery approach where multiple attempts 
are made at delivering
+an event such that at least one succeeds. This guarantees that nothing is 
lost, but you may experience 
+duplicated results.
+
+#### At-most-once
+
+A data delivery approach where each event is delivered zero or one times. 
There is lower latency but
+events may be lost.
+
+#### Backpressure
+
+A situation where a system is receiving data at a higher rate than it can 
process during a temporary 
+load spike.
+
+#### Barrier Alignment
+
+For providing exactly-once guarantees, Flink aligns the streams at operators 
that receive multiple 
+input streams, so that the snapshot will reflect the state resulting from 
consuming events from both 
+input streams up to (but not past) both barriers. 
+
+#### Batch Processing
+
+This is the processing and analysis on a set of data that have already been 
stored over a period 
+of time (i.e. in groups or batches). The results are usually not available in 
real-time. Flink 
+executes batch programs as a special case of streaming programs.
+
+#### Bounded Streams
+
+Bounded [DataStreams](#datastream) have a defined start and end. They can be 
processed by ingesting 
+all data before performing any computations. Ordered ingestion is not required 
to process bounded streams 
+because a bounded data set can always be sorted. Processing of bounded streams 
is also known as 
+[batch processing](#batch-processing).
+
+#### Checkpoint
+
+A [snapshot](#snapshot) taken automatically by Flink for the purpose of being 
able to recover from 
+faults. A checkpoint marks a specific point in each of the input streams along 
with the corresponding 
+state for each of the operators. Checkpoints can be incremental and unaligned, 
and are optimized for 
+being restored quickly.
+
+#### Checkpoint Barrier
+
+A special marker that flows along the graph and triggers the checkpointing 
process on each of the 
+parallel instances of the operators. Checkpoint barriers are injected into the 
source operators and 
+flow together with the data. If an operator has multiple outputs, it gets 
"split" into both of them.

Review comment:
       For my taste, `Checkpoint Barrier` and `Barrier Alignment` are kind of 
same/redundant.




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