ptupitsyn commented on a change in pull request #9049:
URL: https://github.com/apache/ignite/pull/9049#discussion_r621545124



##########
File path: docs/_docs/key-value-api/basic-cache-operations.adoc
##########
@@ -245,18 +249,29 @@ 
include::code-snippets/cpp/src/cache_asynchronous_execution.cpp[tag=cache-asynch
 [NOTE]
 ====
 [discrete]
-=== Closures Execution and Thread Pools
+=== Callbacks Execution and Thread Pools
 
 
////////////////////////////////////////////////////////////////////////////////
 This is java specific
 
////////////////////////////////////////////////////////////////////////////////
 
 
-If an asynchronous operation is completed by the time the closure is passed to 
either the `IgniteFuture.listen()` or `IgniteFuture.chain()` method, then the 
closure is executed synchronously by the calling thread. Otherwise, the closure 
is executed asynchronously when the operation is completed.
+If an asynchronous operation is completed by the time the callback is passed 
to either the `IgniteFuture.listen()` or `IgniteFuture.chain()` method, then 
the callback is executed synchronously by the calling thread.
+Otherwise, the callback is executed asynchronously when the operation is 
completed.
+
+Callbacks for asynchronous compute operations are called by threads from the 
/perf-and-troubleshooting/thread-pools-tuning[Ignite public pool].
+Therefore, you should avoid calling synchronous cache and compute operations 
from inside the callback, because it may lead to a deadlock due to pools 
starvation.
+To achieve nested execution of asynchronous compute operations, you can take 
advantage of 
/perf-and-troubleshooting/thread-pools-tuning#creating-custom-thread-pool[custom
 thread pools].
+
+Callbacks for asynchronous cache operations are called using 
`IgniteConfiguration#asyncContinuationExecutor`, which defaults to 
`ForkJoinPool#commonPool`.
+
+* This default executor is safe for any operations inside the callback.
+* Default behavior has changed in Ignite 2.11. Before that, async cache 
operation callbacks were called from an Ignite system pool (so-called "striped 
pool").
+* To restore the previous behavior, use 
`IgniteConfiguration.setAsyncContinuationExecutor(Runnable::run)`.

Review comment:
       Fixed

##########
File path: docs/_docs/net-specific/net-async.adoc
##########
@@ -0,0 +1,120 @@
+// Licensed to the Apache Software Foundation (ASF) under one or more
+// contributor license agreements.  See the NOTICE file distributed with
+// this work for additional information regarding copyright ownership.
+// The ASF licenses this file to You under the Apache License, Version 2.0
+// (the "License"); you may not use this file except in compliance with
+// the License.  You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+= Asynchronous APIs
+
+== Overview
+
+Many Ignite APIs have asynchronous versions, for example, `void ICache.Put` 
and `Task ICache.PutAsync`.
+Async APIs allow us to write 
link:https://docs.microsoft.com/en-us/dotnet/csharp/programming-guide/concepts/async/[efficient
 non-blocking code]:
+
+[source,csharp]
+----
+ICache<int, string> cache = ignite.GetOrCreateCache<int, string>("name");
+
+// Sync, blocks thread on every call.
+cache.Put(1, "Hello");
+string hello = cache.Get(1);
+
+// Async, does not block threads.
+await cache.PutAsync(1, "Hello");
+string hello = await cache.GetAsync(1);
+----
+
+With async APIs, current thread is not blocked while we wait for the cache 
operation to complete;
+it is returned to the thread pool and can perform other work.
+
+When the async operation completes, our method resumes execution - either on 
the same thread, or on a different one -
+depending on the environment and the configuration. This is called "async 
continuation".
+
+
+== Async Continuations
+
+Unless specified otherwise, Ignite executes async continuations on the 
link:https://docs.microsoft.com/en-us/dotnet/standard/threading/the-managed-thread-pool[.NET
 Thread Pool], which is safe and does not require any special care.
+
+
+=== Thin Client
+
+All thin client async APIs use 
link:https://docs.microsoft.com/en-us/dotnet/standard/threading/the-managed-thread-pool[.NET
 Thread Pool.] for async continuations.
+
+=== Thick Cache
+
+Server and thick client async cache APIs handle async continuations in a 
special way:
+
+* In Ignite 2.11 and later, the behavior is controlled by 
`IgniteConfiguration.AsyncContinuationExecutor` property. A common thread pool 
is used by default, and no special care is required.
+* To restore the previous behavior, use 
`IgniteConfiguration.AsyncContinuationExecutor = 
AsyncContinuationExecutor.UnsafeSynchronous`.
+** Can provide a small performance improvement in some situations, because 
callbacks are executed without any indirection or scheduling.
+** UNSAFE: cache operations can't proceed while system threads execute 
continuations (callbacks), and deadlocks are possible if other cache operations 
are invoked from the callback.
+
+[IMPORTANT]
+====
+[discrete]
+=== *Ignite 2.10 and before*: possibility of deadlocks and system pool 
starvation
+
+In Ignite versions 2.10 and before, system pool is used to run async 
continuations,
+which means that `GetAsync` call in the code above is executed by the system 
thread.
+
+This can lead to deadlocks if user code blocks the thread, or cause starvation 
because system thread is busy
+running user code instead of performing cache operations.
+
+To enable safe behavior, move continuations to the .NET Thread Pool manually:

Review comment:
       Fixed




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