Remove 2009 Remove Big Data Remove Efficiency Remove Scalability
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What is container orchestration?

Dynatrace

Container technology enables organizations to efficiently develop cloud-native applications or to modernize legacy applications to take advantage of cloud services. Apache Mesos with the Marathon DC/OS is popular for large-scale production clusters running existing workloads on big data systems, such as Hadoop, Kafka, and Spark.

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Expanding the Cloud - Amazon EC2 Spot Instances - All Things.

All Things Distributed

Werner Vogels weblog on building scalable and robust distributed systems. By Werner Vogels on 13 December 2009 03:00 PM. The broad Amazon EC2 customer base brings such diversity in workload and utilization patterns that it allows us to operate Amazon EC2 with extreme efficiency. Driving down the cost of Big-Data analytics.

Cloud 63
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Data Mining Problems in Retail

Highly Scalable

However, there are a number of other important applications: Manufacturer-sponsored discounts can fall into this category because a retailer is not concerned about the cost of the incentives (covered by the manufacturer), only about efficient targeting. Smith, 2009. Berry, 2009. References.

Retail 152
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Should You Use ClickHouse as a Main Operational Database?

Percona

However, ClickHouse is super efficient for timeseries and provides “sharding” out of the box (scalability beyond one node). Although such databases can be very efficient with counts and averages, some queries will be slow or simply non existent. Inserts are efficient for bulk inserts only. created_utc?? ?