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Featured in Development

How to Use Apache Spark to Craft a Multi-Year Data Regression Testing and Simulations Framework

Vivek Yadav, an engineering manager from Stripe, shares his experience in building a testing system based on multi-year worth of data. He shares insights into why Apache Spark was the choice for creating such a system and how it fits in the "traditional" engineering practices.

How to Use Apache Spark to Craft a Multi-Year Data Regression Testing and Simulations Framework

All in development

Architecture & Design

Featured in Architecture & Design

Fast Eventual Consistency: Inside Corrosion, the Distributed System Powering Fly.io

Somtochi Onyekwere explains the architecture of Corrosion, a distributed system designed for low-latency state replication. She shares how Fly.io transitioned from Consul to a gossip-based SQLite solution to handle global machine data. By discussing CRDTs, the SWIM protocol, and QUIC, she shares how to build resilient systems that prioritize speed while managing the complexities of CAP theorem.

Fast Eventual Consistency: Inside Corrosion, the Distributed System Powering Fly.io

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

The InfoQ Trends Reports 2025 eMag

This special edition of The InfoQ eMag, contains a comprehensive collection of our popular InfoQ Trends Reports from 2025, a year with both evolution and revolution within the landscapes of technology, software development trends. This collection does not just reflect the past year's technological trends. We aspire to use it as a guide for future exploration and innovation.

The InfoQ Trends Reports 2025 eMag

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Changing Power Dynamics: What Senior Engineers Can Learn from Junior Engineers

Beth Anderson discusses the "power distance index" and its critical role in communication. Using the Korean Air Flight 801 tragedy as a case study, she explains the dangers of hierarchy-driven silence. She shares actionable frameworks for building the four stages of psychological safety, implementing reverse mentoring, and using PRs as tools for knowledge sharing rather than gatekeeping.

Changing Power Dynamics: What Senior Engineers Can Learn from Junior Engineers

All in culture-methods

Featured in DevOps

Fix SLO Breaches before They Repeat: an SRE AI Agent for Application Workloads

Bruno Borges discusses a paradigm shift in performance management: moving from manual tuning to automated SRE agents. He explains how to leverage the USE and jPDM methodologies alongside LLMs to reduce MTTR from hours to seconds. By utilizing MCP tools for real-time diagnostics and memory dump analysis, he shares how engineering leaders can scale systems while meeting strict objectives.

Fix SLO Breaches before They Repeat: an SRE AI Agent for Application Workloads

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InfoQ Homepage Presentations Staged Program Development

Staged Program Development

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01:09:43

Summary

K. Rustan M. Leino advocates developing in stages by using languages that offer both design level abstractions – types, contracts, higher-level constructs, ghost constructs- and implementation ones.

Bio

K. Rustan M. Leino is a Principal Researcher in the Research in Software Engineering (RiSE) group at Microsoft Research. He is known for his work on programming methods and program verification tools. He has led the Spec# project, which brings enforced pre- and post-conditions to the .NET platform. He is the architect of the Boogie, Dafny, ESC/Java, and ESC/Modula-3.

About the conference

SPLASH is the ACM conference on Systems, Programming, Languages and Applications: Software for Humanity. SPLASH is an annual conference that embraces all aspects of software construction and delivery. This is the premier conference at the intersection of programming languages, programming, and software engineering.

Recorded at:

Jan 11, 2013

by

K. Rustan M. Leino

This content is in the Microsoft topic

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