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Meta Uses LLMs to Improve Incident Response

In June, Meta released an article titled Leveraging AI for efficient incident response on their engineering blog. In this article, engineers outline how they leveraged large language models to improve Meta's incident response capabilities. The headline metric from this report: Meta was able to use LLMs to successfully root cause incidents with 42% accuracy in their web monorepo. This means...
Understanding the BM25 full text search algorithm

submitted by /u/emschwartz [link] [comments]
Offset Considered Harmful or: The Surprising Complexity of Pagination in SQL

submitted by /u/TheCrush0r [link] [comments]
Building SQL-based Observability With ClickHouse and Grafana

submitted by /u/mmaksimovic [link] [comments]
The Root Cause of Why Organizations Fail With Data & AI

Wave by CLEANPNGDEMYSTIFY DATA STRATEGYA guide to be successful with the strategic groundwork requiredBusiness value through Data and Artificial Intelligence. Everybody talks about it, yet most companies are struggling to monetize their data. I claim that in most cases, this is due to a lack of effective business strategy. This article shows what strategic groundwork is necessary to activate your company’s data assets.This...
ChibiHash: Small, Fast 64 bit hash function

ChibiHash: Small, Fast 64 bit hash function 16 Nov 2024 If you need a small and fast 64 bit hash function that can be copy-pasted easily, then here's one that I cooked up in an hour or so: chibihash64.h. Some key features: Small: ~60 loc in C Fast: See benchmark table below Portable: Doesn't use hardware specific instructions (e.g SSE) Good Quality: Passes smhasher, so should be good...

Presentations, Papers and Articles

Presentations

more presentations can be found on SlideShare

Give it a REST already (REST introduction)	Presentation introducting CMMI and how it relates to agile practices
CMMI (& Agility)	Presentation introducting CMMI and how it relates to agile practices
Introduction to SAF	Presenting the SPAMMED archi§§tecture Frameworks (SAF)
Use Cases	A methodology for writing use cases in large projects
SOA introduction	Presneting what Service Oriented Architecture is, and the basic principles for building SOAs
ATAM	Introduction to SEI’s Architecture Tradeoff Analysis Method (ATAM). A scenario based (very formal) method for evaluating architecture options
Software Architecture	Software Architecture primer
OO Primer	Object Oriented principles. The presentation covers the basic OO principles like Sigle Responsibility Principle, Liskov Substitution Principle, Dependency Inversion Principle etc.
Business Intelligence & SOA	Presenting the tension between the philosophies of Service Oriented Architecture and Business Intelligence and the possible solutions
Getting SPAMMED for architecture (Architecture & Design World 2007)	Takes a look at the activities architects can/should do when they think about software architectures. The presentation also covers architecture in agile projects.
SOA Patterns (Architecture & Design World 2007)	Takes a look at different strategies (patterns) to solve common SOA pitfalls. The presentation is based on patterns from my upcoming SOA Patterns book
Building reliable systems from unreliable components (QCon London 2011)
SOA & Big Data	Explains the challenges of using SOA principles in a big data environment and what can be done
Hadoop YARN	What’s Hadoop YARN, what happens when an app runs on YARN and what are YARN’s challenges
Big Data introduction	A high level introduction to Big Data and Hadoop

Papers

Fallacies of Distributed Computing Explained	Explaining Peter Deutsch’s fallacies of dictibuted computing (intoduced cirac 1994) and thier relevance for today’s distributed systems.
Use Case Methodology	A methodology for writing use cases in large projects
OO Primer	Object Oriented principles. The paper covers the basic OO principles like Sigle Responsibility Principle, Liskov Substitution Principle, Dependency Inversion Principle etc.
Architecture Dilemmas: O/R Mapping Why/When	The pros and cons of O/R mapping vs. other data access methods.
Architecture Deployment	Designing a good architecture is not enough. This paper explains how to make sure the architecture is relevant ands followed throughout the project.
What is SOA anyway – from hype to reality	A Short paper that looks at some of the myths and misconceptions around SOA and provide a crisp definition that bridges the technical and business views of SOA
Architect Soft Skills	The Architect’s role goes well beyond being a technological leader. This paper discusses some of the othere skills needed

Articles

The SPAMMED Architecture Framework (Dr. Dobb’s Journal Octorber 2006)	Introduction the SPAMMED Architecture Framework – my methodology for architecting systems.
Use Case Based Requirement: Part I & II (Dr. Dobb’s Requirements Development Issue 1)	Working with Use cases. Note: registration required
Views & Viewpoints (IASA IT Architect Skills Library)	Views and Viewpoints, the difference between them and why do you care
Bridging the Impedance Mismatch Between Business Intelligence and Service-Oriented Architecture (InfoQ)	Business intelligence (BI) and service-oriented architecture (SOA) have conflicting principles and needs. This article will show you how to make peace between them. (6 printed pages)