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Balancing Low Latency, High Availability, and Cloud Choice

VoltDB

Balancing Low Latency, High Availability and Cloud Choice Cloud hosting is no longer just an option — it’s now, in many cases, the default choice. While efficient on paper, scaling-related issues usually pop up when testing moves into production. But the cloud computing market, having grown to a whopping $483.9 Why are they refusing?

Latency 52
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Bending pause times to your will with Generational ZGC

The Netflix TechBlog

Reduced tail latencies In both our GRPC and DGS Framework services, GC pauses are a significant source of tail latencies. For a given CPU utilization target, ZGC improves both average and P99 latencies with equal or better CPU utilization when compared to G1.

Latency 234
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For your eyes only: improving Netflix video quality with neural networks

The Netflix TechBlog

A distinct, NN-based, video processing block can evolve independently, be used beyond video downscaling and be combined with different codecs. Of course, we believe in the transformative potential of NN throughout video applications, beyond video downscaling. How do we apply neural networks at scale efficiently?

Network 298
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What is Intelligent Manufacturing?

VoltDB

Smart manufacturers are always looking for ways to decrease operating expenses, increase overall efficiency, reduce downtime, and maximize production. Reduced costs Intelligent manufacturing reduces costs by optimizing resource allocation, minimizing waste, and managing energy efficiently.

IoT 52
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Seamlessly Swapping the API backend of the Netflix Android app

The Netflix TechBlog

Over the course of this post, we will talk about our approach to this migration, the strategies that we employed, and the tools we built to support this. Being able to canary a new route let us verify latency and error rates were within acceptable limits. Background The Netflix Android app uses the falcor data model and query protocol.

Latency 238
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Seamless offloading of web app computations from mobile device to edge clouds via HTML5 Web Worker migration

The Morning Paper

Edge servers are the middle ground – more compute power than a mobile device, but with latency of just a few ms. The current system assumes an application specific regression model is available on the servers which can predict processing time given the current parameters of the job (e.g. for the wasm-version.

Mobile 104
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SRE Incident Management: Overview, Techniques, and Tools

Dotcom-Montior

We are kidding of course, but you know something is bad if happens that early in the morning. Now that we have talked about what an incident is, incident management is the process by which teams resolve these events and bring systems and services back to normal operation. Incident Management Lifecyle: Process and Steps.