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1 points·by acstorage·в прошлом году·0 comments

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1 points·by acstorage·в прошлом году·0 comments

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1 points·by acstorage·в прошлом году·0 comments

Ask HN: What issues do you have with LLM APIs?

1 points·by acstorage·в прошлом году·0 comments

Show HN: Performant SOC-2 compliant Object Storage

acceleratedcloudstorage.com
3 points·by acstorage·в прошлом году·0 comments

Show HN: Collocate your Storage and Compute

acceleratedcloudstorage.com
2 points·by acstorage·в прошлом году·0 comments

Show HN: Multi-region support for ACS Object Storage

acceleratedcloudstorage.com
1 points·by acstorage·в прошлом году·0 comments

Show HN: Cache for S3

acceleratedcloudstorage.com
8 points·by acstorage·в прошлом году·7 comments

comments

acstorage
·в прошлом году·discuss
Hey HN, AWS S3 Express One Zone promises improved latency and throughput but comes with several limitations including only being available in one availability zone and the directory bucket structure.

We developed Accelerated Cloud Storage to offer an object storage system with high performance (up to 10X better than S3 Express One Zone in latency and throughput) and global availability that scales and moves data based on demand. The service is accessible through an S3 compatible Go/Python SDK. ACS has enterprise-grade security compliance (SOC 2 Type 2 pending), and a transparent pay-for-usage pricing model with no egress fees.

You can sign-up on the website or schedule a call with one of our engineers to discuss further.
acstorage
·в прошлом году·discuss
Why do you say GCS performance isn’t an issue? I would imagine a highly parallel compute system would require higher throughput from object storage? I’m surprised you aren’t I/O bound.
acstorage
·в прошлом году·discuss
Unclear if they can actually beat GPUs in training throughout with 4D parallelism
acstorage
·в прошлом году·discuss
You mention that the fine tuning time took half a day, have you ever thought to reduce that time?
acstorage
·в прошлом году·discuss
If you want object storage faster than S3 Express One Zone or GCP Rapid Storage without the zonal limitation check out ACS: https://acceleratedcloudstorage.com

You can bring data in and out of the GPU quickly and improve utilization.
acstorage
·в прошлом году·discuss
Similar to S3 express one zone
acstorage
·в прошлом году·discuss
Hey, there are a couple differences between ACS and S3 Express One Zone.

One is speed, ACS provides up to 5X better performance (latency/throughput) than S3 Express One Zone. We have benchmarks repo here: https://github.com/Accelerated-Cloud-Storage/Benchmarks. Please let me know if you have any questions on this.

Another aspect of this is that ACS buckets are modeled on the traditional S3 bucket structure not the directory buckets of S3 Express One Zone. ACS buckets are not stored in only one availability zone and can be accessed in a performant manner from a region different than the region/az of bucket creation.
acstorage
·в прошлом году·discuss
The service is currently available in US-East-1 on AWS. We plan on launching multi-region AWS support and SOC2 compliance soon. This should give companies the assurance to use ACS to store their data and the flexibility to use it wherever they are deploying their GPUs in AWS.
acstorage
·в прошлом году·discuss
I understand your frustration with some of these AI startups, and there is a lot of hype in this space. However, there are a couple meaningful differences between ACS and Redis.

One difference is the engineering effort for integration. If an SWE was using Redis they would have to create custom polices on when to move the data between S3 and Redis, how to store it, for how long and when to move newly written data back to S3. This can impose a significant amount of engineering effort for a team. Redis is also mostly single-threaded whereas ACS is designed from the ground up to be multi-threaded.

Another difference is the interface. ACS is accessible through an S3 compatible Python/Go SDK or a high-performance FUSE mount for a POSIX-like file system interface. With Redis, you would still have to build an interface around it for other engineering teams or customers to use.
acstorage
·в прошлом году·discuss
The purpose is different in that ACS is meant for datacenter workloads. ACS is optimized for both fast reads and writes to Object Storage. The architecture is different than a typical CDN.
acstorage
·в прошлом году·discuss
I really like Golang, the compile times are crazy
acstorage
·в прошлом году·discuss
Makes sense