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Cut costs and complexity: 5 strategies for reducing tool sprawl with Dynatrace

Dynatrace

Almost daily, teams have requests for new toolsfor database management, CI/CD, security, and collaborationto address specific needs. As an executive, I am always seeking simplicity and efficiency to make sure the architecture of the business is as streamlined as possible. No delays and overhead of reindexing and rehydration.

Strategy 296
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The Ultimate Database Scaling Cheatsheet: Strategies for Optimizing Performance and Scalability

DZone

As applications grow in complexity and user base, the demands on their underlying databases increase significantly. Efficient database scaling becomes crucial to maintain performance, ensure reliability, and manage large volumes of data. This cheatsheet provides an overview of essential techniques for database scaling.

Strategy 263
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Implementing LSM Trees in Golang: A Comprehensive Guide

DZone

Log-Structured Merge Trees (LSM trees) are a powerful data structure widely used in modern databases to efficiently handle write-heavy workloads. We’ll also dive deeper into SSTables , MemTables , and compaction strategies for optimizing performance in high-load environments.

Strategy 244
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Catching up with OpenTelemetry in 2025

Dynatrace

To get a better idea of OpenTelemetry trends in 2025 and how to get the most out of it in your observability strategy, some of our Dynatrace open-source engineers and advocates picked out the innovations they find most interesting. Second, it enables efficient and effective correlation and comparison of data between various sources.

Tuning 310
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API and Database Performance Optimization Strategies

DZone

In today's fast-paced digital landscape, performance optimization plays a pivotal role in ensuring the success of applications that rely on the integration of APIs and databases. Efficient and responsive API and database integration is vital for achieving high-performing applications.

Database 250
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A Comprehensive Guide to Database Sharding: Building Scalable Systems

DZone

In this article, we’ll dive deep into the concept of database sharding, a critical technique for scaling databases to handle large volumes of data and high levels of traffic. We’ll start by defining what sharding is and why it’s essential for modern, high-performance databases.

Database 279
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2019 Open Source Database Report: Top Databases, Public Cloud vs. On-Premise, Polyglot Persistence

Scalegrid

Ready to transition from a commercial database to open source, and want to know which databases are most popular in 2019? Wondering whether an on-premise vs. public cloud vs. hybrid cloud infrastructure is best for your database strategy? Polyglot Persistence Trends : Number of Databases Used & Top Combinations.