CSE567-13-38B: Heavy-Tailed Distributions, Self-Similar Processes, and Long-Range Dependence

Second part of audio recording of a class lecture by Prof. Raj Jain on Introduction to Heavy-Tailed Distributions, Self-Similar Processes, and Long-Range Dependence. The talk covers Heavy-Tailed Distributions (HTDs), Examples of HTD Variables, Power Tailed Distributions, Effect of Heavy Tail, Self-Similarity, Self-Similar Processes, Short Range Dependence (SRD), Long Range Dependence (LRD), Examples of Processes with LRD, Effect of Long Range Dependence, FARIMA Models and LRD, Generating LRD...

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From: Raj Jain

Related topics : long tail vs short tail distribution / long tail effect example / long tail vs short tail / long tail short tail

CSE567-13-38A: Heavy-Tailed Distributions, Self-Similar Processes, and Long-Range Dependence

First part of audio recording of a class lecture by Prof. Raj Jain on Introduction to Heavy-Tailed Distributions, Self-Similar Processes, and Long-Range Dependence. The talk covers Heavy-Tailed Distributions (HTDs), Examples of HTD Variables, Power Tailed Distributions, Effect of Heavy Tail, Self-Similarity, Self-Similar Processes, Short Range Dependence (SRD), Long Range Dependence (LRD), Examples of Processes with LRD, Effect of Long Range Dependence, FARIMA Models and LRD, Generating LRD...

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From: Raj Jain

Related topics : long tail vs short tail distribution / long tail effect example / long tail vs short tail / long tail short tail

microXchg 2016 - Adrian Cockcroft : Analyzing Response Time Distributions for Microservices

The end to end response time of a network of microservices tends to have a wide distribution with a long tail at the 99th percentile, even if the mean is short. By collecting the response time distributions and throughput for request traces we can see how the individual microservices respond, but to combine these distributions and find which microservice is contributing the most to the 99th percentile requires application of montecarlo simulation. This talk will explain how this technique works...

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From: microXchg

Related topics : long tail short tail distribution