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Why German companies fail at digital innovation
We Germans have a huge problem. We invented the car. We have some of the best engineers and 11 of the 100 most valuable brands.
Read MoreUsing Machine Learning to Improve Streaming Quality at Netflix
Network quality is difficult to characterize and predict. While the average bandwidth and round trip time supported by a network are well-known indicators of network quality, other characteristics such as stability and predictability make a big difference when it comes to video streaming. A richer characterization of network quality would prove useful for analyzing networks (for targeting/analyzing product improvements), determining initial video quality and/or adapting video quality throughout playback (more on that below).
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Introducing QALM, Uber’s QoS Load Management Framework
To proactively manage our traffic loads based on the criticality of requests, we built QoS Aware Load Management (QALM), a dynamic load shedding framework for incoming requests based on criticality. When the service degrades due to traffic overload, resource exhaustion, or dependency failure, QALM prioritizes server resources for more critical requests and sheds less critical ones. Our goal with QALM is to reduce the frequency and severity of any outages or incidents, leading to more reliable user experiences across our business.
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Quantum Computers Strive to Break Out of the Lab
Schrödinger’s famous thought experiment has come to life in a new form because quantum researchers are at the cusp of a long-sought accomplishment: creating a quantum computer that can do something notraditional computer can match. They’ve spent years battling naysayers who insisted that a quantum computer was an unachievable sci-fi fantasy, and nowthese researchers are finally beginning to indulge in some well-deserved self-congratulation.
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The Workplace Is Killing People and Nobody Cares
It’s true. He takes three points and puts them together. The first point, which is consistent with data reported by the World Economic Forum and other sources, is that an enormous percentage of the health care cost burden in the developed world, and in particular in the U.S., comes from chronic disease — things like diabetes and cardiovascular and circulatory disease.
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Five new ancient genomes tell us about Neanderthal tribes
The researchers, led by Mateja Hajdinjak at the Max Planck Institute for Evolutionary Anthropology, extracted tiny amounts of bone or tooth powder—sometimes as little as 9mg—and used a chemical process to remove modern genetic contamination. They also checked for the telltale signs of degradation found in ancient DNA.
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