The document discusses database indexing and optimization. It explains the concepts of primary keys, covering indexes, and read/write operations. It also provides examples of using indexes to optimize queries and discusses how MySQL handles read and write operations through its binary log and relay log.
This document discusses the speaker's experience working for Code for Japan from 2015 to 2017. It notes that the speaker has been involved in IT since 2015 and helped launch an IT startup in 2015. It also mentions that the speaker has collaborated with Code for America and Code for Japan on various civic technology projects since 2014.
Social Web Japan Vol.3 "Social Application and their support services"Naoyuki Yamada
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Social games are designed to be played together with friends according to Kristian Segerstrale of Playfish. These games allow people to play collaboratively or competitively with their friends. The key aspect is that social games are meant to be played socially with other people rather than solely by oneself.
SB7 Mobile Ltd: Simplified & Secure ServicesReuben Jasper
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SB7 Mobile Ltd is enhancing customer experience by improving support accessibility, billing transparency, and security. The company has strengthened payment authorization, simplified unsubscription, and expanded customer service channels to address common concerns.
NSFW AI Chatbot Development Costs: What You Need to KnowSoulmaite
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Are you considering building an NSFW AI chatbot ?Understanding the costs involved is crucial before starting your project. This PDF explores the key cost factors, including AI model customization, API integration, content filtering systems, and ongoing maintenance expenses. Learn how different pricing models impact the development budget and discover cost-saving strategies without compromising quality.
Supercharge Your Career with UiPath CertificationsDianaGray10
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Join us on February 25th as we discuss how you can supercharge your career with the updated 2025 UiPath Certifications.
Diana Gray, UiPath Senior Community Marketing Manager, Americas, will walk us through:
-- Workforce Trends
-- Value of UiPath Certifications
-- Certification Program
-- Steps to Earning a Certificate
This document discusses the speaker's experience working for Code for Japan from 2015 to 2017. It notes that the speaker has been involved in IT since 2015 and helped launch an IT startup in 2015. It also mentions that the speaker has collaborated with Code for America and Code for Japan on various civic technology projects since 2014.
Social Web Japan Vol.3 "Social Application and their support services"Naoyuki Yamada
?
Social games are designed to be played together with friends according to Kristian Segerstrale of Playfish. These games allow people to play collaboratively or competitively with their friends. The key aspect is that social games are meant to be played socially with other people rather than solely by oneself.
SB7 Mobile Ltd: Simplified & Secure ServicesReuben Jasper
?
SB7 Mobile Ltd is enhancing customer experience by improving support accessibility, billing transparency, and security. The company has strengthened payment authorization, simplified unsubscription, and expanded customer service channels to address common concerns.
NSFW AI Chatbot Development Costs: What You Need to KnowSoulmaite
?
Are you considering building an NSFW AI chatbot ?Understanding the costs involved is crucial before starting your project. This PDF explores the key cost factors, including AI model customization, API integration, content filtering systems, and ongoing maintenance expenses. Learn how different pricing models impact the development budget and discover cost-saving strategies without compromising quality.
Supercharge Your Career with UiPath CertificationsDianaGray10
?
Join us on February 25th as we discuss how you can supercharge your career with the updated 2025 UiPath Certifications.
Diana Gray, UiPath Senior Community Marketing Manager, Americas, will walk us through:
-- Workforce Trends
-- Value of UiPath Certifications
-- Certification Program
-- Steps to Earning a Certificate
Not a Kubernetes fan? The state of PaaS in 2025Anthony Dahanne
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Kubernetes won the containers orchestration war. But has it made deploying your apps easier?
Let's explore some of Kubernetes extensive app developer tooling, but mainly what the PaaS space looks like in 2025; 18 years after Heroku made it popular.
Is Heroku still around? What about Cloud Foundry?
And what are those new comers (fly.io, railway, porter.sh, etc.) worth?
Did the Cloud giants replace them all?
Zilliz's presentation in AWS x Apache Doris meetup on 24th Feb 2025 in Singapore.
In this presentation, I shared a live demo on how you can outsource thinking and reasoning to Amazon Nova for generating a research report on any topic.
Code repo for live demo can be found here: https://github.com/zilliztech/deep-searcher
I've also shared about the hard tradeoffs you need to make when choosing vector indexes and lastly my top 5 favourite features of Zilliz Cloud.
AI Trends and Fun Demos – Sotheby’s Rehoboth PresentationEthan Holland
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Ethan B. Holland explores the impact of artificial intelligence on real estate and digital transformation. Covering key AI trends such as multimodal AI, agency, co-pilots, and AI-powered computer usage, the document highlights how emerging technologies are reshaping industries. It includes real-world demonstrations of AI in action, from automated real estate insights to AI-generated voice and video applications. With expertise in digital transformation, Ethan shares insights from his work optimizing workflows with AI tools, automation, and large language models. This presentation is essential for professionals seeking to understand AI’s role in business, automation, and real estate.
Kickstart Your QA: An Introduction to Automated Regression Testing ToolsShubham Joshi
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For teams eager to elevate their quality assurance practices, this guide offers an introductory look at automated regression testing tools. In the realm of software development, regression tests are vital to ensuring that recent code changes don’t inadvertently break existing functionality. This article demystifies how automated regression testing tools function and why they’re indispensable for maintaining software quality. It covers the basics of setting up automated tests, integrating these tests into your CI/CD pipelines, and choosing the right tool to match your project’s needs. With clear explanations and actionable insights, you’ll discover how these tools help reduce manual testing burdens and catch bugs early. The guide also highlights common challenges beginners face and offers practical solutions to overcome them. Whether you’re a QA professional or a developer stepping into the world of test automation, this resource will help you kickstart your journey toward more reliable, efficient, and scalable testing practices.
Webinar: LF Energy GEISA: Addressing edge interoperability at the meterDanBrown980551
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This webinar will introduce the Grid Edge Security and Interoperability Alliance, or GEISA, an effort within LF Energy to address application interoperability at the very edge of the utility network: meters and other distribution automation devices. Over the last decade platform manufacturers have introduced the ability to run applications on electricity meters and other edge devices. Unfortunately, while many of these efforts have been built on Linux, they haven’t been interoperable. APIs and execution environment have varied from one manufacturer to the next making it impossible for utilities to obtain applications that they can run across a fleet of different devices. For utilities that want to minimize their supply chain risk by obtaining equipment from multiple suppliers, they are forced to run and maintain multiple separate management systems. Applications available for one device may need to be ported to run on another, or they may not be available at all.
GEISA addresses this by creating a vendor neutral specification for utility edge computing environments. This webinar will discuss why GEISA is important to utilities, the specific issues GEISA will solve and the new opportunities it creates for utilities, platform vendors, and application vendors.
Transcript: AI in publishing: Your questions answered - Tech Forum 2025BookNet Canada
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George Walkley, a publishing veteran and leading authority on AI applications, joins us for a follow-up to his presentation "Applying AI to publishing: A balanced and ethical approach". George gives a brief overview of developments since that presentation and answers attendees' pressing questions about AI’s impact and potential applications in the book industry.
Link to recording and presentation slides: https://bnctechforum.ca/sessions/ai-in-publishing-your-questions-answered/
Presented by BookNet Canada on February 20, 2025 with support from the Department of Canadian Heritage.
Data-Driven Public Safety: Reliable Data When Every Second CountsSafe Software
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When every second counts, you need access to data you can trust. In this webinar, we’ll explore how FME empowers public safety services to streamline their operations and safeguard communities. This session will showcase workflow examples that public safety teams leverage every day.
We’ll cover real-world use cases and demo workflows, including:
Automating Police Traffic Stop Compliance: Learn how the City of Fremont meets traffic stop data standards by automating QA/QC processes, generating error reports – saving over 2,800 hours annually on manual tasks.
Anonymizing Crime Data: Discover how cities protect citizen privacy while enabling transparent and trustworthy open data sharing.
Next Gen 9-1-1 Integration: Explore how Santa Clara County supports the transition to digital emergency response systems for faster, more accurate dispatching, including automated schema mapping for address standardization.
Extreme Heat Alerts: See how FME supports disaster risk management by automating the delivery of extreme heat alerts for proactive emergency response.
Our goal is to provide practical workflows and actionable steps you can implement right away. Plus, we’ll provide quick steps to find more information about our public safety subscription for Police, Fire Departments, EMS, HAZMAT teams, and more.
Whether you’re in a call center, on the ground, or managing operations, this webinar is crafted to help you leverage data to make informed, timely decisions that matter most.
Mastering ChatGPT & LLMs for Practical Applications: Tips, Tricks, and Use CasesSanjay Willie
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Our latest session with Astiostech covered how to unlock the full potential of ChatGPT and LLMs for real-world use!
? Key Takeaways:
? Effective Prompting: Crafting context-specific, high-quality prompts for optimal AI responses.
? Advanced ChatGPT Features: Managing system prompts, conversation memory, and file uploads.
? Optimizing AI Outputs: Refining responses, handling large texts, and knowing when fine-tuning is needed.
? Competitive Insights: Exploring how ChatGPT compares with other AI tools.
? Business & Content Use Cases: From summarization to SEO, sales, and audience targeting.
? The session provided hands-on strategies to make AI a powerful tool for content creation, decision-making, and business growth.
? Are you using AI effectively in your workflow? Let’s discuss how it can improve efficiency and creativity!
#AI #ChatGPT #PromptEngineering #ArtificialIntelligence #LLM #Productivity #Astiostech
Blockchain is revolutionizing industries by enhancing security, transparency, and automation. From supply chain management and finance to healthcare and real estate, blockchain eliminates inefficiencies, prevents fraud, and streamlines operations.
What You'll Learn in This Presentation:
1. How blockchain enables real-time tracking & fraud prevention
2. The impact of smart contracts & decentralized finance (DeFi)
3. Why businesses should adopt secure and automated blockchain solutions
4. Real-world blockchain applications across multiple industries
Explore the future of blockchain and its practical benefits for businesses!
Caching for Performance Masterclass: Caching at ScaleScyllaDB
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Weighing caching considerations for use cases with different technical requirements and growth expectations.
- Request coalescing
- Negative sharding
- Rate limiting
- Sharding and scaling
UiPath Automation Developer Associate Training Series 2025 - Session 1DianaGray10
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Welcome to UiPath Automation Developer Associate Training Series 2025 - Session 1.
In this session, we will cover the following topics:
Introduction to RPA & UiPath Studio
Overview of RPA and its applications
Introduction to UiPath Studio
Variables & Data Types
Control Flows
You are requested to finish the following self-paced training for this session:
Variables, Constants and Arguments in Studio 2 modules - 1h 30m - https://academy.uipath.com/courses/variables-constants-and-arguments-in-studio
Control Flow in Studio 2 modules - 2h 15m - https:/academy.uipath.com/courses/control-flow-in-studio
?? For any questions you may have, please use the dedicated Forum thread. You can tag the hosts and mentors directly and they will reply as soon as possible.
This is a comprehensive guide explaining how blockchain technology works, its key features, and real-world applications in industries like finance, supply chain, and retail. Learn about different blockchain networks (public, private, and consortium) and the challenges businesses face in adopting blockchain. Discover how blockchain consulting can help businesses implement secure, transparent, and efficient solutions, reducing risks and optimizing operations. This guide is ideal for businesses exploring blockchain adoption and seeking expert guidance.
Combining Lexical and Semantic Search with Milvus 2.5Zilliz
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In short, lexical search is a way to search your documents based on the keywords they contain, in contrast to semantic search, which compares the similarity of embeddings. We’ll be covering:
?Why, when, and how should you use lexical search
?What is the BM25 distance metric
?How exactly does Milvus 2.5 implement lexical search
?How to build an improved hybrid lexical + semantic search with Milvus 2.5
The Constructor's Digital Transformation Playbook: Reducing Risk With TechnologyAggregage
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https://www.professionalconstructorcentral.com/frs/27678427/the-constructor-s-digital-transformation-playbook--reducing-risk-with-technology
Reduce risk and boost efficiency with digital transformation in construction. Join us to explore how AI, automation, and data-driven insights can improve project safety and streamline operations.
Revolutionizing Field Service: How LLMs Are Powering Smarter Knowledge Access...Earley Information Science
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Revolutionizing Field Service with LLM-Powered Knowledge Management
Field service technicians need instant access to accurate repair information, but outdated knowledge systems often create frustrating delays. Large Language Models (LLMs) are changing the game—enhancing knowledge retrieval, streamlining troubleshooting, and reducing technician dependency on senior staff.
In this webinar, Seth Earley and industry experts Sanjay Mehta, and Heather Eisenbraun explore how LLMs and Retrieval-Augmented Generation (RAG) are transforming field service operations. Discover how AI-powered knowledge management is improving efficiency, reducing downtime, and elevating service quality.
LLMs for Instant Knowledge Retrieval – How AI-driven search dramatically cuts troubleshooting time.
Structured Data & AI – Why high-quality, organized knowledge is essential for LLM success.
Real-World Implementation – Lessons from deploying LLM-powered knowledge tools in field service.
Business Impact – How AI reduces service delays, optimizes workflows, and enhances technician productivity.
Empower your field service teams with AI-driven knowledge access. Watch the webinar to see how LLMs are revolutionizing service efficiency.
Bedrock Data Automation (Preview): Simplifying Unstructured Data ProcessingZilliz
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Bedrock Data Automation (BDA) is a cloud-based service that simplifies the process of extracting valuable insights from unstructured content—such as documents, images, video, and audio. Come learn how BDA leverages generative AI to automate the transformation of multi-modal data into structured formats, enabling developers to build applications and automate complex workflows with greater speed and accuracy.
9. Index
? WHERE Index Primary Key
WHERE user_id = 10001
→ user_id Index( Primary Key)
WHERE user_id = 10001 AND friend_id = 10002
→ (user_id, friend_id)
WHERE visiting_id = 10001 AND visited_id IN (1,2,3) AND action=2
→ (visiting_id,visited_id,action)
WHERE status = 2 ORDER BY start_time
→ (status,start_time)
2011 3 5
10. Index
? Index
WHERE start_time < 12345678 AND state = 2
→(start_time,state) (state,start_time)
? Index
WHERE visited_id = 10002 AND visiting_id = 10001 AND action=2
→ (visiting_id,visited_id,action)
? Index
WHERE visiting_id = 10001 AND action = 2 AND visited_id = 10002
→ (visiting_id,visited_id,action) Index visiting_id
2011 3 5
11. Covering Index
?
MySQL Covering Index - ( ? )o sasata299's blog
http://blog.livedoor.jp/sasata299/archives/51336006.html
?
Covering Index
→
2011 3 5
12. Primary Key id
? Primary Key
→ Primary Key MySQL id
Primary Key
MySQL :: MySQL 5.1 :: 13.5.13 InnoDB
http://dev.mysql.com/doc/refman/5.1/ja/innodb-table-and-index.html
? id WHERE id IN (a,b,c,d...)
? id
id
Primary Key ( Covering
Index )
2011 3 5
13. Primary Key
? id Primary Key
1
Primary Key
? id
? id Primary Key
(“WHERE user_id=10001” )
2011 3 5
14. auto_increment
?
ID
CREATE TABLE seq_history(
seq_id bigint unsigned not null
);
? auto_increment
MySQL5.1 DB
auto_increment
2011 3 5
15. Read Write
? Read(SELECT) DB
Write DB DB
? Write SELECT
? SELECT
? Read
Write
2011 3 5
19. ?
NG
UPDATE history_tbl SET state = 2 WHERE state = 1 LIMIT 10
→state=1
UPDATE history_tbl SET state = 2 ORDER BY finish_time LIMIT 1
→ ?nish_time
? UPDATE WHERE Primary Key
2011 3 5