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Development

Featured in Development

How to Compute Without Looking: A Sneak Peek into Secure Multi-Party Computation

This article shows how you can compute a function across multiple parties that do not trust each other without forcing them to share their individual inputs. This technique can be used to split secrets among parties, perform logical operations, or count votes in a way that ensures data privacy is preserved.

All in development

Architecture & Design

Featured in Architecture & Design

OpenSearch Cluster Topologies for Cost Saving Autoscaling

Amitai Stern discusses cost-saving autoscaling topologies for OpenSearch. He explains the inherent challenges in autoscaling unstructured data systems like OpenSearch and Elasticsearch, using analogies to illustrate the complexities beyond simply adding nodes. He shares architectural patterns (burst indexes, burst clusters) to optimize resource utilization and handle fluctuating loads effectively.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Navigating LLM Deployment: Tips, Tricks, and Techniques

Meryem Arik shares best practices for self-hosting LLMs in corporate environments, highlighting the importance of cost efficiency and performance optimization. She details quantized models, batching, and workload optimizations to improve LLM serving. Insights cover model selection and infrastructure consolidation, emphasizing the differences between enterprise and large-scale AI lab deployments.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Making Change Stick: Lessons Learned From Helping Teams Improve at the Co-Op

Neil Vass discusses Co-op's unique 180-year history and its impact on modern software development practices within the organization. He explains the evolution of Co-op Digital, from its early adoption of agile principles inspired by GDS to its current challenges in scaling and sustaining effective ways of working across diverse teams.

All in culture-methods

DevOps

Featured in DevOps

Checklist for Kubernetes in Production: Best Practices for SREs

This article provides SREs with a checklist for managing Kubernetes in production environments. It identifies common challenges including resource management, workload placement, high availability, health probes, storage, monitoring, and cost optimization. By implementing consistent GitOps automation across these areas, teams can significantly reduce complexity, and prevent downtime.

All in devops

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Cloud

ClickHouse Reports 25% Performance Gain after Migrating Cloud Workloads to AWS ARM Instances

ClickHouse recently shared its migration strategy to AWS Graviton over the past six months, reporting a 25% performance improvement for end users. The engineering team outlines the steps taken to establish a performance baseline and transition the managed ClickHouse Cloud service to the new ARM deployment while handling large-scale production workloads.

Renato Losio
on Feb 15, 2025
Architecture & Design

ClickHouse Keeper: Efficient Apache ZooKeeper Alternative Created with C++ and Raft

ClickHouse project team created an in-house replacement for Apache Zookeeper as it needed a more efficient implementation that would also address some of Zookeeper's shortcomings. Now, ClickHouse Keeper is an essential part of the ClickHouse project and a cornerstone of this open-source analytical database, but can also be used independently for many distributed coordination use cases.

Rafal Gancarz
on Dec 01, 2023

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