article thumbnail

Migrating Critical Traffic At Scale with No Downtime?—?Part 1

The Netflix TechBlog

It provides a good read on the availability and latency ranges under different production conditions. The upstream service calls the existing and new replacement services concurrently to minimize any latency increase on the production path. The batch job creates a high-level summary that captures some key comparison metrics.

Traffic 339
article thumbnail

Implementing service-level objectives to improve software quality

Dynatrace

According to Google’s SRE handbook , best practices, there are “ Four Golden Signals ” we can convert into four SLOs for services: reliability, latency, availability, and saturation. Latency is the time that it takes a request to be served. Availability. Define SLOs for each service. Reliability.

Software 269
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

MySQL on Azure Performance Benchmark – ScaleGrid vs. Azure Database

Scalegrid

While Microsoft offers their own Azure Database product, there are other alternatives available that may be able to help you improve your MySQL performance. In this blog post, we compare Azure Database for MySQL vs. ScaleGrid MySQL on Azure so you can see which provider offers the best throughput and latency performance.

Azure 299
article thumbnail

Best MySQL DigitalOcean Performance – ScaleGrid vs. DigitalOcean Managed Databases

Scalegrid

Compare Latency. On average, ScaleGrid achieves almost 30% lower latency over DigitalOcean for the same deployment configurations. We are going to use a common, popular plan size using the below configurations for this performance benchmark: Comparison Overview. Read-Intensive Latency Benchmark. Compare Pricing.

Database 217
article thumbnail

Reducing Your Database Hosting Costs: DigitalOcean vs. AWS vs. Azure

Scalegrid

Here are the configurations for this comparison: Plan. Is my database cluster still highly available? All of our high availability options are offered in DigitalOcean, including 2 Replicas + 1 Arbiter, 3 Replicas and custom replica set setups. Does it affect latency? Yes, you can see an increase in latency.

Azure 344
article thumbnail

Dynatrace accelerates business transformation with new AI observability solution

Dynatrace

Model observability provides visibility into resource consumption and operation costs, aiding in optimization and ensuring the most efficient use of available resources. To observe model drift and accuracy, companies can use holdout evaluation sets for comparison to model data.

Cache 209
article thumbnail

Effective Concurrency: Live online course in April

Sutter's Mill

Because “high-performance low-latency” is kind of C++’s bailiwick, and because it’s my course, you’ll be unsurprised to learn that the topics and code focus on C++ and include coverage of modern C++17/20/23 features. Presented by Alfasoft.

C++ 40