Big Data, Metrics and Strategy - Technology Performance Pulse

In-Stream Big Data Processing

Highly Scalable

AUGUST 20, 2013

The shortcomings and drawbacks of batch-oriented data processing were widely recognized by the Big Data community quite a long time ago. Distributed and parallel query processing heavily relies on data partitioning to break down a large data set into multiple pieces that can be processed by independent processors.

Big Data

Big Data Processing Lambda Database

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

The Netflix TechBlog

MAY 4, 2023

This blog series will examine the tools, techniques, and strategies we have utilized to achieve this goal. The second phase involves migrating the traffic over to the new systems in a manner that mitigates the risk of incidents while continually monitoring and confirming that we are meeting crucial metrics tracked at multiple levels.

Traffic

Traffic Latency Tuning Systems

What is ITOps? Why IT operations is more crucial than ever in a multicloud world

Dynatrace

DECEMBER 15, 2022

ITOps teams use more technical IT incident metrics, such as mean time to repair, mean time to acknowledge, mean time between failures, mean time to detect, and mean time to failure, to ensure long-term network stability. In general, you can measure the business value of ITOps by evaluating the following: Usability. ITOps vs. AIOps.

Artificial Intelligence

Artificial Intelligence DevOps Hardware Virtualization

No need to compromise visibility in public clouds with the new Azure services supported by Dynatrace

Dynatrace

JULY 6, 2020

As adoption rates for Microsoft Azure continue to skyrocket, Dynatrace is developing a deeper integration with the platform to provide even more value to organizations that run their businesses on Azure or use it as a part of their multi-cloud strategy. See the health of your big data resources at a glance. Azure Front Door.

Azure

Azure Cloud Big Data Virtualization

Mastering Hybrid Cloud Strategy

Scalegrid

MARCH 14, 2024

Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer. Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system.

Strategy

Strategy Cloud Artificial Intelligence Infrastructure

A Day in the Life of an Experimentation and Causal Inference Scientist @ Netflix

The Netflix TechBlog

MARCH 2, 2021

I started working at a local payment processing company after graduation, where I built survival models to calculate lifetime value and experimented with them on our brand new big data stack. I was doing data science without realizing it. Data scientists can take on any aspect of an experimentation project.

Analytics

Analytics C++ Innovation Engineering

RSA Guide 2023: Cloud application security remains core challenge for organizations

Dynatrace

APRIL 11, 2023

This includes collecting metrics, logs, and traces from all applications and infrastructure components. Log4Shell highlights the need for secure digital transformation with observability, vulnerability management – blog The Log4Shell vulnerability highlighted the importance of developing a secure digital transformation strategy.

Cloud

Cloud DevOps Open Source Retail

What is IT operations analytics? Extract more data insights from more sources

Dynatrace

MAY 1, 2023

Then, big data analytics technologies, such as Hadoop, NoSQL, Spark, or Grail, the Dynatrace data lakehouse technology, interpret this information. Here are the six steps of a typical ITOA process : Define the data infrastructure strategy. Choose a repository to collect data and define where to store data.

Analytics

Analytics Artificial Intelligence Big Data Open Source

Web Performance Bookshelf

Rigor

JANUARY 13, 2020

Take, for example, The Web Almanac , the golden collection of Big Data combined with the collective intelligence from most of the authors listed below, brilliantly spearheaded by Google’s @rick_viscomi. How to pioneer new metrics and create a culture of performance. Time is Money. High Performance Websites. The Art of SEO.

Performance

Performance Social Media Website Website Performance

What is cloud monitoring? How to improve your full-stack visibility

Dynatrace

JANUARY 11, 2023

As cloud and big data complexity scales beyond the ability of traditional monitoring tools to handle, next-generation cloud monitoring and observability are becoming necessities for IT teams. These next-generation cloud monitoring tools present reports — including metrics, performance, and incident detection — visually via dashboards.

Cloud

Cloud Monitoring Best Practices Infrastructure

World’s Top Web Performance Leaders To Watch

Rigor

SEPTEMBER 11, 2019

Developers representing hundreds of companies work together at these meetups to become masters in performance metrics and the latest trends in measuring site speed.) And, of course, you should follow him on Twitter @ igrigorik for in-depth insights on web performance metrics, user experience, and industry news. Maximiliano Firtman.

Performance

Performance Education Google Website

Applying real-world AIOps use cases to your operations

Dynatrace

OCTOBER 17, 2022

Artificial intelligence for IT operations, or AIOps, combines big data and machine learning to provide actionable insight for IT teams to shape and automate their operational strategy. The deviating metric is response time. This is now the starting node in the tree. Next, you investigate all the app’s dependencies.

DevOps

DevOps Artificial Intelligence Healthcare Innovation

Seven benefits of AIOps to transform your business operations

Dynatrace

JULY 5, 2022

AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. But AIOps also improves metrics that matter to the bottom line. Create a cloud observability strategy with automatic and intelligent AIOps.

Artificial Intelligence

Artificial Intelligence Cloud Innovation Strategy

Data Movement in Netflix Studio via Data Mesh

The Netflix TechBlog

JULY 26, 2021

A daily process ranks the records by timestamp to generate a data frame of compacted records. Old data files are overwritten with a set of new data files that contain only the compacted data. Data Quality Data Mesh provides metrics and dashboards at both the processor and pipeline level for operational observability.

Big Data

Big Data Government Analytics Processing

Incremental Processing using Netflix Maestro and Apache Iceberg

The Netflix TechBlog

NOVEMBER 20, 2023

For example, a job would reprocess aggregates for the past 3 days because it assumes that there would be late arriving data, but data prior to 3 days isn’t worth the cost of reprocessing. Backfill: Backfilling datasets is a common operation in big data processing.

Processing

Processing Big Data Efficiency Engineering

Data Mining Problems in Retail

Highly Scalable

MARCH 10, 2015

In this article we are trying to take a more rigorous approach and provide a systematic view of econometric models and objective functions that can leverage data analysis to make more automated decisions. Moreover, gross margin is not the only performance metric that is important for retailers. Predicted share of wallet.

Retail

Retail C++ Analytics Metrics

I Used The Web For A Day On A 50 MB Budget

Smashing Magazine

JULY 29, 2019

This metric is a little difficult to comprehend, so here’s an example: if the average cost of broadband packages in a country is $22, and the average download speed offered by the packages is 10 Mbps, then the cost ‘per megabit per month’ would be $2.20. For reference, the metric is $1.19 in the UK and $1.26 in the USA.

Cache

Cache Google Mobile Network

Technology Performance Pulse

In-Stream Big Data Processing

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

Trending Sources

What is ITOps? Why IT operations is more crucial than ever in a multicloud world

No need to compromise visibility in public clouds with the new Azure services supported by Dynatrace

Mastering Hybrid Cloud Strategy

A Day in the Life of an Experimentation and Causal Inference Scientist @ Netflix

RSA Guide 2023: Cloud application security remains core challenge for organizations

What is IT operations analytics? Extract more data insights from more sources

Web Performance Bookshelf

What is cloud monitoring? How to improve your full-stack visibility

World’s Top Web Performance Leaders To Watch

Applying real-world AIOps use cases to your operations

Seven benefits of AIOps to transform your business operations

Data Movement in Netflix Studio via Data Mesh

Incremental Processing using Netflix Maestro and Apache Iceberg

Data Mining Problems in Retail

I Used The Web For A Day On A 50 MB Budget

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