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File systems unfit as distributed storage backends: lessons from ten years of Ceph evolution

The Morning Paper

File systems unfit as distributed storage backends: lessons from 10 years of Ceph evolution Aghayev et al., In this case, the assumption that a distributed storage backend should clearly be layered on top of a local file system. A distributed file system provides a unified view over aggregated storage from multiple physical machines.

Storage 64
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MariaDB vs MySQL: Key Differences and Use Cases

Percona

Before we dive into the differences between MariaDB and MySQL, we will provide a thorough examination of each relational database management system (RDBMS). While originally designed to be a drop-in replacement for MySQL, it evolved into its own distinct database management system and is now maintained and supported by the MariaDB Foundation.

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Analyzing "death by a thousand cuts" workloads

SQL Performance

There are multiple methods to look at poorly performing queries in SQL Server, notably Query Store, Extended Events, and dynamic management views (DMVs). Extended Events provides data about the individual execution of queries, while Query Store and the DMVs aggregate performance data. CustomerID , c. Customers c JOIN Sales.

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"0 to 60" : Switching to indirect checkpoints

SQL Performance

I was a bit perplexed by this issue, since the system was certainly no slouch — plenty of cores, 3TB of memory, and XtremIO storage. availability_databases_cluster AS c ON s. group_id = c. If you have instances running older versions like SQL Server 2008 R2 (I found one!), writes/sec average throughput: 46.96

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Effective Concurrency: Prefer Using Active Objects Instead of Naked Threads

Sutter's Mill

This article will show how to implement the pattern, including a reusable helper to automate the common parts, in any of the popular mainstream languages and threading environments, including C++, C#/.NET, NET, Java, and C/Pthreads. 6 Use Lock Hierarchies to Avoid Deadlock (Jan 2008). Feb 2008). Sep 2007).

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Data Mining Problems in Retail

Highly Scalable

Most of this article represents an overview of the results published by retailers and researchers who built practical decision making and optimization systems combining abstract economic models with data mining methods. Moreover, gross margin is not the only performance metric that is important for retailers. Applications.

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

Percona

With the latest ClickHouse version, all of these features are available, but some of them may not perform fast enough. In a partitioned massively parallel database system, the storage format and sorting algorithm may not be optimized for that operation as we are reading multiple partitions in parallel. Deleting messages. Text search.