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Acknowledgment

An acknowledgment is a protocol message or signal confirming that transmitted data, a message, request, or operation was received or processed.

How 4 Manning books explain it

Acing the CCNA Exam: Volume 2 Advanced Networking and Security

An acknowledgment is an 802.11 control message confirming receipt of a frame.

How it is used
Confirms successful 802.11 frame delivery and triggers retransmission when confirmation is missing.
How deep it goes
Explains control-frame classification, receiver confirmation, and retransmission, but does not detail timing or frame fields.
Examples
Uses wireless frame delivery and contrasts DHCP lease confirmation with TFTP block acknowledgments.
What you can do after
Evaluate whether a wireless frame was confirmed and understand why the sender retransmits it.

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Kafka for Architects

An acknowledgment is a confirmation that a message or delivery operation has been received or completed.

How it is used
Confirms broker acceptance so producers can decide whether to retry an unconfirmed send.
How deep it goes
Explains producer and consumer confirmation through failure recovery, but defers detailed client configuration choices.
Examples
Uses a timeout-and-retry diagram and a customer address-change event distributed to independent subscribers.
What you can do after
Operate/configure it by considering producer acknowledgment settings alongside data criticality, replication, and consumer offset commits.

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Apache Kafka in Action

An acknowledgment (ack) is a Kafka broker response indicating the configured level of message receipt or persistence.

How it is used
Uses producer ACKs to choose when a Kafka write is confirmed and to weigh reliability against latency.
How deep it goes
Explains three settings, failure risks, callbacks, and broker-side waiting, without detailing consumer read tracking.
Examples
Demonstrates each setting with a console producer and shows a Python delivery callback.
What you can do after
Operate/configure it by setting producer `acks` and interpreting which write stage an ACK confirms.

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Akka in Action, Second Edition

An acknowledgment is a message or signal confirming that a sent message or operation has been received or processed.

How it is used
Coordinates asynchronous actor work when the sender must know whether processing produced a response.
How deep it goes
Contrasts confirmation with fire-and-forget delivery and traces timeouts, worker failure, and dead letters.
Examples
Uses Conversation–Mentions communication and manager–worker processing with successful replies, timeouts, and dead letters.
What you can do after
Diagnose actor interactions by distinguishing replies, timeouts, and dead-lettered messages.

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Related concepts

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