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Monday, June 23, 2025

ScyllaDB X Cloud’s autoscaling capabilities meet the wants of unpredictable workloads in actual time


The group behind the open-source distributed NoSQL database ScyllaDB has introduced a brand new iteration of its managed providing, this time specializing in adapting workloads based mostly on demand.

ScyllaDB X Cloud can scale up or down inside a matter of minutes to fulfill precise utilization, eliminating the necessity to overprovision for worst-case situations or cope with latency whereas ready for autoscaling to happen. For instance, the corporate says it solely takes a couple of minutes to scale from 100K to 2M OPS.

Based on the corporate, purposes like retail or meals supply companies typically have peaks aligned with buyer work hours after which a low baseline within the off-houses.  “On this case, the height hundreds are 3x the bottom and require 2-3x the assets. With ScyllaDB X Cloud, they will provision for the baseline and rapidly scale in/out as wanted to serve the peaks. They get the regular low latency they want with out having to overprovision – paying for peak capability 24/7 when it’s actually solely wanted for 4 hours a day,” Tzach Livyatan, VP of product for ScyllaDB, wrote in a weblog submit.  

ScyllaDB X Cloud additionally reaps the advantages of tablets, which had been launched final 12 months in ScyllaDB Enterprise. Tablets distribute knowledge by splitting tables into smaller logical items, or tablets, which might be dynamically balanced throughout the cluster. 

“ScyllaDB X Cloud allows you to take full benefit of tablets’ elasticity. Scaling may be triggered routinely based mostly on storage capability (extra on this beneath) or based mostly in your data of anticipated utilization patterns. Furthermore, as capability expands and contracts, we’ll routinely optimize each node rely and utilization,” Livyatan stated.

Tablets additionally enhance the utmost storage utilization that ScyllaDB can safely run at from 70% to 90%. It is because tablets can transfer knowledge to new nodes quicker, permitting the database to defer scaling till the final minute. 

Assist for combined occasion sizes helps the 90% storage utilization as nicely. For instance, an organization can begin with tiny situations after which change them with bigger situations later if wanted, moderately than needing so as to add the identical occasion dimension once more. 

“Beforehand, we really helpful including nodes at 70% capability. This was as a result of node additions had been unpredictable and gradual — typically taking hours or days — and also you risked operating out of house. We’d ship a gentle alert at 50% and routinely add nodes at 70%. Nevertheless, these huge nodes typically sat underutilized. With ScyllaDB X Cloud’s tablets structure, we are able to safely goal 90% utilization. That’s notably useful for groups with storage-bound workloads,” Livyatan stated. 

Different new options in ScyllaDB X Cloud embody file-based streaming, dictionary-based compression, and a brand new “Flex Credit score” pricing possibility, which mixes the fee advantages of an annual dedication with the flexibleness of on-demand pricing, ScyllaDB says. 

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