Tag: Database
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How to use GPT to analyze large datasets
Posted on October 30, 2024, Level intermediate Resource Length medium
Absorbing and then summarizing very large quantities of content in just a few seconds truly is a big deal. As an example, a while back I received a link to the recording of an important 90 minute business video conference that I'd missed a few hours before. By David Clinton.
Tags big-data machine-learning apis ai azure database cloud
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Google Cloud launches Memorystore for Valkey
Posted on September 10, 2024, Level beginner Resource Length medium
The Memorystore team is thrilled to announce the preview launch of Valkey 7.2 support on Memorystore to provide users with a truly open-source and high performance key-value service. The introduction of Memorystore for Valkey into the Memorystore portfolio alongside Memorystore for Redis Cluster and Memorystore for Redis is a direct response to customer demand, and is a game-changer for organizations seeking high-performance data management solutions relying on 100% open source software. By Kyle Meggs, Ping Xie.
Tags database microservices google software-architecture
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Unleashing the power of graph and vector databases in the age of generative AI
Posted on June 2, 2024, Level beginner Resource Length short
The rise of generative AI has transformed the landscape of data storage and analysis, but it's also showcasing the importance of key data management approaches, especially between graph and vector databases as powerful tools for this new era. Understanding the unique strengths and best practices of each technology is essential to help supercharge these proven machine learning techniques to maximize the potential gains from generative AI. By insidebigdata.com.
Tags database app-development ai big-data cio data-science
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Using LlamaParse to create knowledge graphs from documents
Posted on June 1, 2024, Level intermediate Resource Length medium
Key components of LlamaCloud include LlamaParse, a proprietary parsing tool for complex documents with embedded objects like tables and figures, which integrates seamlessly with LlamaIndex ingestion and retrieval. By Fanghua Yu.
Tags database app-development how-to cio devops
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Introducing DBOS cloud: Transactional serverless computing on a cloud-native OS
Posted on April 18, 2024, Level beginner Resource Length short
The idea for DBOS (DataBase oriented Operating System) originated 3 years ago with my realization that the state an operating system must maintain (files, processes, threads, messages, etc.) has increased in size by about 6 orders of magnitude since I began using Unix on a PDP-11/40 in 1973. By Mike Stonebraker.
Tags cloud database serverless cio
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The system design cheat sheet: Relational databases
Posted on March 14, 2024, Level beginner Resource Length long
In system design, relational databases are a traditional choice for data storage, offering structured schema and powerful query capabilities, contrasted with NoSQL databases' flexible schemes and scalability. By Aleksandr Gavrilenko.
Tags mysql database miscellaneous cloud software-architecture
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What is a serverless database? Plus 8 picks for 2024
Posted on January 21, 2024, Level beginner Resource Length medium
Today, we're diving deep into serverless databases as one solution for aligning these goals. Specifically, we'll check out what they are, how they work, and what benefits they offer. See, when we build any kind of solution, a big portion of the cost is the infrastructure we use to store and host relevant data. This also has an outsized impact on the quality and success of whatever we're building. By Ronan McQuillan.
Tags nosql serverless open-source distributed database
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Eleven good resources to learn SQL and NoSQL
Posted on January 20, 2024, Level beginner Resource Length medium
SQL and NoSQL are in demand, and learning these tech skills can help improve one's career prospects. These skills are essential for developers, data scientists, business analysts, or anyone working in related fields with data. By Durga Prasad Acharya.
Tags nosql app-development event-driven open-source mysql database
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How to optimize SQL queries for faster data retrieval
Posted on October 30, 2023, Level beginner Resource Length medium
SQL (Structured Query Language), as you probably, know, helps you collect data from databases. It is specifically designed for that. In other words, it works with rows and columns, allowing you to manipulate data from databases using SQL queries. By Nate Rosidi.
Tags database software performance big-data analytics
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Dynamic table partitioning in Postgres
Posted on October 29, 2023, Level intermediate Resource Length medium
We helped a customer recently who was storing 500 million chat messages in a single Postgres table. As the table was growing, their queries were slowing down. By Michel Pelletier.
Tags database mysql software performance
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Bridging the gap between SQL and NoSQL in PostgreSQL with JSON
Posted on October 10, 2023, Level beginner Resource Length medium
PostgreSQL, a popular open-source relational database system can be used as a hybrid database to handle both structured and semi-structured data. PostgreSQL's support for JSON and JSONB object types allows for flexible data modelling and can solve many of the same problems that NoSQL databases are made to address. By Leslie S. Gyamfi.
Tags mysql big-data teams database nosql json
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Running SQL server on Raspberry Pi using Docker
Posted on September 22, 2023, Level beginner Resource Length medium
The article walks through the process of installing Docker on Raspberry Pi and running Microsoft SQL Server using Docker1. It highlights the compatibility challenges between SQL Server and Raspberry Pi's ARM-compatible CPU and explains how Docker resolves this issue. By Manjiri Gaikwad.
Tags iot programming azure robotics app-development database