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

Dynatrace

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. Identify data use cases and develop a scalable delivery model with documentation.

Analytics 193
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Any analysis, any time: Dynatrace Log Management and Analytics powered by Grail

Dynatrace

Grail addresses today’s challenges of big data and cloud everywhere: Grail is highly scalable, cost-effective, and super-fast. For more detailed information about DQL, reference the Grail documentation. Turn log data into value and activate Grail. Effective analytics with the Dynatrace Query Language.

Analytics 240
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Conducting log analysis with an observability platform and full data context

Dynatrace

Further, business leaders must often determine whether the data is relevant for the business and if they can afford it. Logs are automatically produced and time-stamped documentation of events relevant to cloud architectures. They enable IT teams to identify and address the precise cause of application and infrastructure issues.

Analytics 193
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Kubernetes in the wild report 2023

Dynatrace

Through effortless provisioning, a larger number of small hosts provide a cost-effective and scalable platform. On-premises data centers invest in higher capacity servers since they provide more flexibility in the long run, while the procurement price of hardware is only one of many cost factors.

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NoSQL Data Modeling Techniques

Highly Scalable

NoSQL databases are often compared by various non-functional criteria, such as scalability, performance, and consistency. To explore data modeling techniques, we have to start with a more or less systematic view of NoSQL data models that preferably reveals trends and interconnections. General Notes on NoSQL Data Modeling.

Database 279
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New AWS feature: Run your website from Amazon S3 - All Things.

All Things Distributed

Werner Vogels weblog on building scalable and robust distributed systems. The Amazon S3 team launched a new feature today that makes serving a complete (static) web site out of Amazon S3 dead simple: you set a default document for buckets and subdirectories, which is most likely an index.html document. All Things Distributed.

AWS 134
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MapReduce Patterns, Algorithms, and Use Cases

Highly Scalable

Problem Statement: There is a number of documents where each document is a set of terms. It is required to calculate a total number of occurrences of each term in all documents. In case of inverted indexes, items are terms (words) and function is a document ID where the term was found. MapReduce Framework.

C++ 144