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Re:Ursa: A Leaderless, Object Storage–Based Alternative to K... by rohan_ on Thursday July 31, 2025 @12:50PM (#44747502)
Was the key unlock here the ability to append data to an object?

(https://aws.amazon.com/about-aws/whats-new/2024/11/amazon-s3...)

Re:Ursa: A Leaderless, Object Storage–Based Alternative to K... by akshayshah on Thursday July 31, 2025 @04:09PM (#44749596)
No, it was S3 becoming strongly consistent in 2020: https://www.infoq.com/news/2020/12/aws-s3-strong-consistency...
Re:Ursa: A Leaderless, Object Storage–Based Alternative to K... by sijieg on Thursday July 31, 2025 @01:30PM (#44747962)
There are a few things unlocked by Ursa:

1. It is leaderless by design. So there is no single lead broker you need to route the traffic. So you can eliminate majority of the inter-zone traffic.

2. It is lakehouse-native by design. It is not only just use object storage as the storage layer, but also use open table formats for storing data. So streaming data can be made available in open table formats (Iceberg or Delta) after ingestion. One example is the integration with S3 Tables: https://aws.amazon.com/blogs/storage/seamless-streaming-to-a... This would simplify the Kafka-to-Iceberg integration.

Re:Ursa: A Leaderless, Object Storage–Based Alternative to K... by Kinrany on Thursday July 31, 2025 @02:18PM (#44748486)
They were asking about changes that enabled Ursa itself.
Re:Ursa: A Leaderless, Object Storage–Based Alternative to K... by zinclozenge on Thursday July 31, 2025 @01:29PM (#44747941)
Having built a prototype of a system like Ursa myself, this isn't something that you need to use at all, especially because it seems like this is only available in S3 Express One Zone.
Re:Ursa: A Leaderless, Object Storage–Based Alternative to K... by sijieg on Thursday July 31, 2025 @01:49PM (#44748179)
Ursa is available across all major cloud providers (GCP, Azure, AWS). It also supports pluggable write ahead log storage. For latency relaxed workloads, we use object storage to get the cost down. So it works with AWS S3, GCP GCS, Azure Blob Store. For latency sensitive workloads, we use Apache BookKeeper which is a low-latency replicated log storage. This allows us to support workloads ranging from milliseconds to sub-seconds. You can tune it based on latency and cost requirements.
Re:Ursa: A Leaderless, Object Storage–Based Alternative to K... by supermatt on Thursday July 31, 2025 @04:39PM (#44749847)
That’s probably not as useful as you think. Unless things have changed more recently, you need to set the offset from which to append, which makes it near useless for most use cases where appending would actually be useful.