Performance Resources

Utilizing AI and Database Technologies to Stimulate Innovation

Learn about the latest trends in database management, including serverless, cloud-native, and time-series databases, and their impact on data storage.

December 5, 2024

by Aparna Krishna Bhat

· 3,336 Views · 1 Like

A General Overview of TCPCopy Architecture

TCPCopy is a TCP stream replay tool for realistic testing, and its architecture has evolved from a single program into a distributed load-testing framework.

December 4, 2024

by Bin Wang

· 4,595 Views · 3 Likes

The Importance of Data Compression in Oracle Databases

Learn the benefits, drawbacks, techniques, and real-world applications of data compression in Oracle Databases to optimize storage and boost performance.

December 4, 2024

by arvind toorpu

· 1,844 Views · 1 Like

An Introduction to Linear Programming: Concepts, Formulation, and Solution Methods

Methods like the Simplex and Interior-Point Methods, along with tools such as Google OR-Tools and the POT library, provide efficient solutions for LP problems.

December 3, 2024

by Salman Khan

CORE

· 11,676 Views · 5 Likes

Optimizing Fine-Grained GraphQL Access Control and Query Performance

Fine-grained authorization in GraphQL is addressed, along with query optimization at both the GraphQL and database layers.

December 2, 2024

by Kumud Singh

· 1,995 Views · 2 Likes

How to Benchmark PostgreSQL for Optimal Performance

Learn to benchmark PostgreSQL with pgbench, track metrics like transactions per second (TPS) and latency, and optimize for read, write, and mixed workloads.

December 2, 2024

by ELANGO MUTHUSAMY

· 1,738 Views · 1 Like

A Framework for Developing Service-Level Objectives: Essential Guidelines and Best Practices for Building Effective Reliability Targets

Here, we will go through a step-by-step approach to define SLOs with an example, followed by some challenges with SLOs.

December 1, 2024

by Siri Varma Vegiraju

CORE

· 5,271 Views · 2 Likes

Leveraging AIOps for Observability Workflows: How to Improve the Scalability and Intelligence of Observability

AIOps can be implemented into new and existing observability workflows to increase scalability and uptime, improve incident detection, and reduce manual effort.

November 30, 2024

by Pranav Kumar Chaudhary

· 2,614 Views · 4 Likes

Security Considerations for Observability: Enhancing Reliability and Protecting Systems Through Unified Monitoring and Threat Detection

Security is a crucial part of managing site reliability. Learn how to unify observability with security practices to mitigate risks and increase resiliency.

November 29, 2024

by Lahiru Hewawasam

· 2,067 Views · 1 Like

Embracing the Future With Hybrid and Cloud-Native Observability: An In-Depth Exploration of Observability With Architectural Examples and Best Practices

Learn how strategic observability practices are needed to ensure the performance, reliability, and security of modern apps across distributed environments.

November 28, 2024

by Satrajit Basu

CORE

· 2,967 Views · 5 Likes

Observability Fundamentals Beyond Traditional Monitoring

Learn how to get started with full-stack observability and monitoring — from the key components and goals to steps for defining and implementing the right processes.

November 27, 2024

by Stelios Manioudakis, PhD

CORE

· 8,357 Views · 2 Likes

Why We Use FreeBSD Over Linux: A CTO’s Perspective

The CTO of E-Card discusses his open-source operating strategy, including the approach to large-scale workloads, ZFS storage, and security architecture.

November 26, 2024

by Rumen Palov

· 7,995 Views · 6 Likes

Elasticsearch Query and Indexing Architecture

This article breaks down Elasticsearch's core architecture by explaining how search queries and indexing requests flow through the system.

November 26, 2024

by Udbhav Prasad

· 3,694 Views · 6 Likes

Primer on Distributed Parallel Processing With Ray Using KubeRay

Learn what distributed parallel processing is and how to achieve it with Ray using KubeRay in Kubernetes to handle large-scale, resource-intensive tasks.

November 25, 2024

by Sudhanshu Prajapati

· 1,026 Views

Maximizing AI Training Efficiency: Selecting the Right Model

Unlock AI training efficiency: Learn to select the right model architecture for your task. Explore CNNs, RNNs, Transformers, and more to maximize performance.

November 21, 2024

by Kevin Vu

· 901 Views · 1 Like

Everyone Uses Postgres...But Why?

All big players in the market use PostgreSQL nowadays. But why is that? Find out the answer in this article.

November 20, 2024

by Adam Furmanek

CORE

· 6,597 Views · 12 Likes

The Art of Separation in Data Science: Balancing Ego and Objectivity

Explore an example of learning the hard way that ego and ideas don’t mix, and how a “breakthrough” model flopped because of an overlooked data flaw.

November 20, 2024

by Sabarna Choudhuri

· 1,898 Views · 1 Like

How to Enable Azure Databricks Lakehouse Monitoring Through Scripts

This guide uses Python scripts to enable Databricks Lakehouse Monitoring for snapshot profiles for all Delta Live Tables in a schema in the Azure environment.

November 20, 2024

by Soumya Barman

· 973 Views · 1 Like

Top 10 PostgreSQL Tuning Tips for High-Performance Databases

This article provides 10 tips to optimize PostgreSQL performance, covering memory settings, query planning, indexing, autovacuum, and parallel queries.

November 18, 2024

by ELANGO MUTHUSAMY

· 3,898 Views · 13 Likes

What Is a Performance Engineer and How to Become One: Part 2

Learn more about some of the essential skills required for performance engineers to meet the current expectations and needs of companies and stakeholders.

November 14, 2024

by RadhaKrishna Prasad

· 1,624 Views · 2 Likes

The Latest Performance Topics