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- Data in diskless topics is durably stored in object storage at all times.
- Local segments on broker disks serve as caches and not sources of truth
- Remote storage may have higher latency than local disks, increasing the latency of Kafka requests and end-to-end data latency.
- Kafka delegates replication of diskless topics to object storage, and does not perform replication itself.
- Replicas placement is still used to control client traffic and cache placement
- Any broker may build a replica of any set of diskless partitions by contacting the diskless coordinator, lowering load on other brokers and eliminating unclean leader elections.
- All operators can use efficient types of storage backends, such as ones with erasure coding.
- Hyperscaler operators can avoid most inter-zone data replication costs.
- All brokers are capable of interacting with all diskless topics, and produce requests do not need to be handled by the partition leader.
- Produce requests are preferentially served by replicas of the partition, and do not need to be directed to the partition leader.
- Partition leaders are still elected to upload to manage the ISR state, upload to tiered storage, and handle share fetches.
- Clusters are able to perform fine-grained client balancing across the cluster independently of topic/partition hot spots.
- Hyperscaler operators can avoid most inter-zone data ingress/egress costs.
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