2023 COSCUP - Whats new in PostgreSQL 16

Jul 30, 20230 likes363 views

This document contains an agenda for a presentation on PostgreSQL. The agenda includes 10 items: 1) improving adaptability to large environments, 2) monitoring, 3) client applications, 4) server management and operations, 5) localization, 6) security, 7) SQL functions and commands, 8) performance, 9) logical replication, and 10) conclusion. It also includes several links to external resources providing additional information on topics related to PostgreSQL.

2023 COSCUP - Whats new in PostgreSQL 16

•
•
•
•
•
•
•




Agenda
01. 適應大規模環境的精進
02. Monitoring
03. Client applications
04. Server 端管理與維運
05. Localization
06. 安全性
07. SQL functions and commands
08. Performance
09. Logical replication
10. 小結


https://www.dofactory.com/sql/outer-join https://postgrespro.com/blog/pgsql/5969981#commit_16fd03e9


https://pganalyze.com/blog/pg-stat-io
https://cloud.tencent.com/developer/article/2226344?areaSource=&traceId=












https://blog.gslin.org/archives/2021/11/10/10411/postgresql-14-
%E6%94%AF%E6%8F%B4%E7%9A%84-lz4-%E5%A3%93%E7%B8%AE/
•
•
•










Internationalization and Unicode Conference (IUC)




















more

•
•
DBMS of the Year 2022

https://www.postgresql.fastware.com/

Ad

Recommended

Where狙いのキー、order by狙いのキーyoku0825

Learn O11y from Grafana ecosystem.HungWei Chiu

The document discusses observability in cloud-native environments, focusing on metrics, logging, and tracing as key areas supported by technologies like Grafana and its related projects. It highlights the role of Grafana in providing a unified UI for monitoring and managing observability data, as well as the architecture and deployment modes of various tools like Mimir, Loki, and Tempo for efficient data handling. Challenges in user management and system integration are also addressed, emphasizing the importance of user-friendly interfaces and seamless service interactions.

What is new in PostgreSQL 14?Mydbops

The document provides an overview of the new features in PostgreSQL 14, such as server-side enhancements, query parallelism improvements, and updates to default authentication methods. It discusses enhancements for application developers, including new JSON syntax and range data types, as well as security improvements with predefined roles. Additionally, it outlines important updates on performance tuning, monitoring capabilities, and logical replication mechanisms, demonstrating how these features improve database management and reliability.

Microservice 4.0 Journey - From Spring NetFlix OSS to Istio Service Mesh and ...Daniel Oh

The document discusses the evolution of microservices from Spring and Netflix OSS to service mesh with Istio and serverless architectures. It highlights the architecture, deployment strategies, and features of microservices, including the use of service meshes for improved communication, resilience, and observability. The author, Daniel Oh, provides insights from his experience and outlines the significance of these technologies for modern cloud-native applications.

왜 쿠버네티스는 systemd로 cgroup을 관리하려고 할까요Jo Hoon

ClickHouse Monitoring 101: What to monitor and howAltinity Ltd

The document discusses ClickHouse monitoring, led by experienced presenters Ned McClain and Robert Hodges. It covers key metrics for monitoring ClickHouse performance, including query performance, replication issues, and provides various approaches for monitoring using tools like Prometheus and Grafana. Additionally, it emphasizes the importance of building comprehensive monitoring for the entire application and includes resources for further reading.

PostgreSQL 15の新機能を徹底解説Masahiko Sawada

Kuberneteserialc_w

This document provides an overview of Kubernetes, a container orchestration system. It begins with background on Docker containers and orchestration tools prior to Kubernetes. It then covers key Kubernetes concepts including pods, labels, replication controllers, and services. Pods are the basic deployable unit in Kubernetes, while replication controllers ensure a specified number of pods are running. Services provide discovery and load balancing for pods. The document demonstrates how Kubernetes can be used to scale, upgrade, and rollback deployments through replication controllers and services.

Spectacular Future with clojure.specKent Ohashi

Kubernetes Architecture | Understanding Kubernetes Components | Kubernetes Tu...Edureka!

The document outlines a Kubernetes certification training agenda covering fundamental concepts such as Kubernetes architecture, master and worker nodes, and the key components involved. It highlights Kubernetes as an open-source container management tool that automates deployment, scaling, and load balancing across various cloud environments. Additionally, it discusses features like self-healing, service discovery, and storage orchestration, as well as challenges associated with network setup and communication.

[NDC 2018] Spark, Flintrock, Airflow 로 구현하는 탄력적이고 유연한 데이터 분산처리 자동화 인프라 구축Juhong Park

ElasticsearchHermeto Romano

This document discusses Elasticsearch, an open source search engine that can handle large volumes of data in real time. It is based on Apache Lucene, a full-text search engine, and was developed by Shay Banon in 2010. Elasticsearch stores data in JSON documents and works by indexing these documents so they can be quickly searched. Some key advantages include being RESTful, scalable, simple and transparent, and fast. Disadvantages include only supporting JSON for requests and responses as well as some challenges around processing. The document recommends starting with the official Elasticsearch documentation.

株式会社コロプラ『GKE と Cloud Spanner が躍動するドラゴンクエストウォーク』第 9 回 Google Cloud INSIDE Game...Google Cloud Platform - Japan

PostgreSQL 15 and its Major Features -(Aakash M - Mydbops) - Mydbops Opensour...Mydbops

The document discusses the features and improvements of PostgreSQL 15, highlighting performance enhancements in system administration, logical replication, SQL, and security. Key improvements include optimized sorting algorithms, support for parallelism, and new security features such as revoking public create privileges and implementing security invoker views. It also outlines methods for upgrading to PostgreSQL 15, including logical dump/restore and binary in-place upgrade.

Naver속도의, 속도에 의한, 속도를 위한 몽고DB (네이버 컨텐츠검색과 몽고DB) [Naver]MongoDB

Introduction to kubernetesMichal Cwienczek

This document provides an introduction to Kubernetes, an open-source system for automating deployment, scaling, and management of containerized applications. It first reviews what Docker is and its features like isolation and compatibility across platforms. It then explains that container orchestration is needed to manage thousands of containers across a cluster, ensure efficient resource use, and automate container lifecycles. Kubernetes is recommended because it is actively developed by major companies, makes scheduling and managing workloads easy through features like rolling updates, and has many extensions available.

Solving PostgreSQL wicked problemsAlexander Korotkov

The document discusses the persistent challenges ('wicked problems') faced by PostgreSQL, including issues with MVCC, failover data loss, and inefficient replication. It highlights criticisms of PostgreSQL while outlining potential solutions, particularly through the development of the OrioleDB extension, designed to address scalability and performance issues. Benchmarks indicate that OrioleDB significantly enhances transaction throughput compared to standard PostgreSQL under various conditions.

Not Just UNIQUE: Exclusion ConstraintsCommand Prompt., Inc

The document discusses exclusion constraints introduced in PostgreSQL 9.0, which provide a mechanism to enforce schedule conflict constraints in databases. It highlights existing solutions for managing schedule conflicts, their drawbacks, and presents exclusion constraints as a scalable and flexible alternative. These constraints allow for the specification of non-overlapping reservations, offering a more efficient solution than traditional approaches.

Apache AirflowSumit Maheshwari

The document outlines a discussion by Sumit Maheshwari from Qubole about various workflow solutions, focusing on Apache Airflow as a preferred choice due to its comprehensive features and Python code base. It compares multiple options like Oozie, Pinball, and Luigi, highlighting their pros and cons, and also details Airflow's architecture and community engagement. The presentation emphasizes how Airflow, which originated at Airbnb and is now under Apache's incubation, is actively developed and used by several prominent companies.

elasticsearch_적용 및 활용_정리Junyi Song

YugaByte DB Internals - Storage Engine and Transactions Yugabyte

This document introduces YugaByte DB, a high-performance, distributed, transactional database. It is built to scale horizontally on commodity servers across data centers for mission-critical applications. YugaByte DB uses a transactional document store based on RocksDB, Raft-based replication for resilience, and automatic sharding and rebalancing. It supports ACID transactions across documents, provides APIs compatible with Cassandra and Redis, and is open source. The architecture is designed for high performance, strong consistency, and cloud-native deployment.

Apache Arrow Flight: A New Gold Standard for Data TransportWes McKinney

This document discusses how structured data is often moved inefficiently between systems, causing waste. It introduces Apache Arrow, an open standard for in-memory data, and how Arrow can help make data movement more efficient. Systems like Snowflake and BigQuery are now using Arrow to help speed up query result fetching by enabling zero-copy data transfers and sharing file formats between query processing and storage.

At least onceってぶっちゃけ問題の先送りだったよね #kafkajpYahoo!デベロッパーネットワーク

ProxySQL at Scale on AWS.pdfAleksandr Kuzminsky

The document discusses the implementation of ProxySQL at scale on AWS, highlighting challenges such as diverse backend types, short-lived instances, and the need for zero downtime migrations. It details a three-level provisioning process involving Terraform for infrastructure management, health checks, and the use of various modules for automating configuration and deployment. Additionally, it covers strategies for versioning and testing to ensure stability and performance during changes.

Kubernetes and container securityVolodymyr Shynkar

The document outlines best practices for Kubernetes and container security, highlighting the importance of vulnerability scanning, restricted permissions, and periodic reviews to minimize attack surfaces. It details specific strategies for enhancing security, including design patterns in Dockerfile and deployment methods, as well as tools for auditing and monitoring Kubernetes environments. Furthermore, it discusses key principles such as the 'principle of least privilege' and the necessity of managing secrets properly within the Kubernetes ecosystem.

PostgreSQL安定運用のコツ2009 @hbstudy#5Uptime Technologies LLC (JP)

PostgreSQLをKubernetes上で活用するためのOperator紹介！（Cloud Native Database Meetup #3 発表資料）NTT DATA Technology & Innovation

Cassandra Introduction & FeaturesDataStax Academy

Apache Cassandra is an open-source, distributed, decentralized, and highly available database characterized by elastic scalability and tunable consistency, originally developed at Facebook. Key features include a column-oriented key-value store, a SQL-like query interface (CQL), and optimized high performance suitable for large-scale applications. Notable users like eBay employ Cassandra for various applications, including fraud detection and real-time insights.

20240803 COSCUP Case studies of PostgreSQLJosé Lin

2022 COSCUP - Let's speed up your PostgreSQL services!.pptxJosé Lin

This document discusses ways to speed up PostgreSQL services. It begins with an introduction of the speaker and covers three main topics: architecture design, query optimization, and parameter configuration. For architecture design, it recommends using connection pools like PgBouncer and read-write separation with Pgpool-II. For query optimization, it suggests finding slow queries, diagnosing abnormal SQL, using EXPLAIN, and parallel queries. For parameter configuration, it provides guidance on tuning background writer settings and memory-related parameters. The goal is to avoid bottlenecks being discovered only during emergencies and optimize performance without focusing on hardware.

More Related Content

What's hot (20)

Spectacular Future with clojure.specKent Ohashi

Kubernetes Architecture | Understanding Kubernetes Components | Kubernetes Tu...Edureka!

The document outlines a Kubernetes certification training agenda covering fundamental concepts such as Kubernetes architecture, master and worker nodes, and the key components involved. It highlights Kubernetes as an open-source container management tool that automates deployment, scaling, and load balancing across various cloud environments. Additionally, it discusses features like self-healing, service discovery, and storage orchestration, as well as challenges associated with network setup and communication.

[NDC 2018] Spark, Flintrock, Airflow 로 구현하는 탄력적이고 유연한 데이터 분산처리 자동화 인프라 구축Juhong Park

ElasticsearchHermeto Romano

This document discusses Elasticsearch, an open source search engine that can handle large volumes of data in real time. It is based on Apache Lucene, a full-text search engine, and was developed by Shay Banon in 2010. Elasticsearch stores data in JSON documents and works by indexing these documents so they can be quickly searched. Some key advantages include being RESTful, scalable, simple and transparent, and fast. Disadvantages include only supporting JSON for requests and responses as well as some challenges around processing. The document recommends starting with the official Elasticsearch documentation.

株式会社コロプラ『GKE と Cloud Spanner が躍動するドラゴンクエストウォーク』第 9 回 Google Cloud INSIDE Game...Google Cloud Platform - Japan

PostgreSQL 15 and its Major Features -(Aakash M - Mydbops) - Mydbops Opensour...Mydbops

The document discusses the features and improvements of PostgreSQL 15, highlighting performance enhancements in system administration, logical replication, SQL, and security. Key improvements include optimized sorting algorithms, support for parallelism, and new security features such as revoking public create privileges and implementing security invoker views. It also outlines methods for upgrading to PostgreSQL 15, including logical dump/restore and binary in-place upgrade.

Naver속도의, 속도에 의한, 속도를 위한 몽고DB (네이버 컨텐츠검색과 몽고DB) [Naver]MongoDB

Introduction to kubernetesMichal Cwienczek

This document provides an introduction to Kubernetes, an open-source system for automating deployment, scaling, and management of containerized applications. It first reviews what Docker is and its features like isolation and compatibility across platforms. It then explains that container orchestration is needed to manage thousands of containers across a cluster, ensure efficient resource use, and automate container lifecycles. Kubernetes is recommended because it is actively developed by major companies, makes scheduling and managing workloads easy through features like rolling updates, and has many extensions available.

Solving PostgreSQL wicked problemsAlexander Korotkov

The document discusses the persistent challenges ('wicked problems') faced by PostgreSQL, including issues with MVCC, failover data loss, and inefficient replication. It highlights criticisms of PostgreSQL while outlining potential solutions, particularly through the development of the OrioleDB extension, designed to address scalability and performance issues. Benchmarks indicate that OrioleDB significantly enhances transaction throughput compared to standard PostgreSQL under various conditions.

Not Just UNIQUE: Exclusion ConstraintsCommand Prompt., Inc

The document discusses exclusion constraints introduced in PostgreSQL 9.0, which provide a mechanism to enforce schedule conflict constraints in databases. It highlights existing solutions for managing schedule conflicts, their drawbacks, and presents exclusion constraints as a scalable and flexible alternative. These constraints allow for the specification of non-overlapping reservations, offering a more efficient solution than traditional approaches.

Apache AirflowSumit Maheshwari

The document outlines a discussion by Sumit Maheshwari from Qubole about various workflow solutions, focusing on Apache Airflow as a preferred choice due to its comprehensive features and Python code base. It compares multiple options like Oozie, Pinball, and Luigi, highlighting their pros and cons, and also details Airflow's architecture and community engagement. The presentation emphasizes how Airflow, which originated at Airbnb and is now under Apache's incubation, is actively developed and used by several prominent companies.

elasticsearch_적용 및 활용_정리Junyi Song

YugaByte DB Internals - Storage Engine and Transactions Yugabyte

This document introduces YugaByte DB, a high-performance, distributed, transactional database. It is built to scale horizontally on commodity servers across data centers for mission-critical applications. YugaByte DB uses a transactional document store based on RocksDB, Raft-based replication for resilience, and automatic sharding and rebalancing. It supports ACID transactions across documents, provides APIs compatible with Cassandra and Redis, and is open source. The architecture is designed for high performance, strong consistency, and cloud-native deployment.

Apache Arrow Flight: A New Gold Standard for Data TransportWes McKinney

This document discusses how structured data is often moved inefficiently between systems, causing waste. It introduces Apache Arrow, an open standard for in-memory data, and how Arrow can help make data movement more efficient. Systems like Snowflake and BigQuery are now using Arrow to help speed up query result fetching by enabling zero-copy data transfers and sharing file formats between query processing and storage.

At least onceってぶっちゃけ問題の先送りだったよね #kafkajpYahoo!デベロッパーネットワーク

ProxySQL at Scale on AWS.pdfAleksandr Kuzminsky

The document discusses the implementation of ProxySQL at scale on AWS, highlighting challenges such as diverse backend types, short-lived instances, and the need for zero downtime migrations. It details a three-level provisioning process involving Terraform for infrastructure management, health checks, and the use of various modules for automating configuration and deployment. Additionally, it covers strategies for versioning and testing to ensure stability and performance during changes.

Kubernetes and container securityVolodymyr Shynkar

The document outlines best practices for Kubernetes and container security, highlighting the importance of vulnerability scanning, restricted permissions, and periodic reviews to minimize attack surfaces. It details specific strategies for enhancing security, including design patterns in Dockerfile and deployment methods, as well as tools for auditing and monitoring Kubernetes environments. Furthermore, it discusses key principles such as the 'principle of least privilege' and the necessity of managing secrets properly within the Kubernetes ecosystem.

PostgreSQL安定運用のコツ2009 @hbstudy#5Uptime Technologies LLC (JP)

PostgreSQLをKubernetes上で活用するためのOperator紹介！（Cloud Native Database Meetup #3 発表資料）NTT DATA Technology & Innovation

Cassandra Introduction & FeaturesDataStax Academy

Apache Cassandra is an open-source, distributed, decentralized, and highly available database characterized by elastic scalability and tunable consistency, originally developed at Facebook. Key features include a column-oriented key-value store, a SQL-like query interface (CQL), and optimized high performance suitable for large-scale applications. Notable users like eBay employ Cassandra for various applications, including fraud detection and real-time insights.

Spectacular Future with clojure.specKent Ohashi

Kubernetes Architecture | Understanding Kubernetes Components | Kubernetes Tu...Edureka!

[NDC 2018] Spark, Flintrock, Airflow 로 구현하는 탄력적이고 유연한 데이터 분산처리 자동화 인프라 구축Juhong Park

ElasticsearchHermeto Romano

株式会社コロプラ『GKE と Cloud Spanner が躍動するドラゴンクエストウォーク』第 9 回 Google Cloud INSIDE Game...Google Cloud Platform - Japan

PostgreSQL 15 and its Major Features -(Aakash M - Mydbops) - Mydbops Opensour...Mydbops

Naver속도의, 속도에 의한, 속도를 위한 몽고DB (네이버 컨텐츠검색과 몽고DB) [Naver]MongoDB

Introduction to kubernetesMichal Cwienczek

Solving PostgreSQL wicked problemsAlexander Korotkov

Not Just UNIQUE: Exclusion ConstraintsCommand Prompt., Inc

Apache AirflowSumit Maheshwari

elasticsearch_적용 및 활용_정리Junyi Song

YugaByte DB Internals - Storage Engine and Transactions Yugabyte

Apache Arrow Flight: A New Gold Standard for Data TransportWes McKinney

At least onceってぶっちゃけ問題の先送りだったよね #kafkajpYahoo!デベロッパーネットワーク

ProxySQL at Scale on AWS.pdfAleksandr Kuzminsky

Kubernetes and container securityVolodymyr Shynkar

PostgreSQL安定運用のコツ2009 @hbstudy#5Uptime Technologies LLC (JP)

PostgreSQLをKubernetes上で活用するためのOperator紹介！（Cloud Native Database Meetup #3 発表資料）NTT DATA Technology & Innovation

Cassandra Introduction & FeaturesDataStax Academy

More from José Lin (9)

20240803 COSCUP Case studies of PostgreSQLJosé Lin

2022 COSCUP - Let's speed up your PostgreSQL services!.pptxJosé Lin

This document discusses ways to speed up PostgreSQL services. It begins with an introduction of the speaker and covers three main topics: architecture design, query optimization, and parameter configuration. For architecture design, it recommends using connection pools like PgBouncer and read-write separation with Pgpool-II. For query optimization, it suggests finding slow queries, diagnosing abnormal SQL, using EXPLAIN, and parallel queries. For parameter configuration, it provides guidance on tuning background writer settings and memory-related parameters. The goal is to avoid bottlenecks being discovered only during emergencies and optimize performance without focusing on hardware.

PostgreSQL ecosystemJosé Lin

This document discusses the PostgreSQL ecosystem and provides an overview of various tools and extensions. It begins with introductions of the speaker and Taiwan PostgreSQL User Group. The agenda then covers topics like load balancers (PgBouncer, Pgpool-II), replication (Postgres BDR), REST APIs (PostgREST), schema models (PostGIS, PipelineDB, Apache AGE), scalability (Greenplum DB, Postgres-XC/XC2/XL), foreign data wrappers, and other tools like Apache MADlib. The speaker hopes to promote wider adoption of PostgreSQL in Taiwan and collaboration with local system integrators.

PostgreSQL 13 New FeaturesJosé Lin

PostgreSQL 13 introduced several new features including improved handling of duplicate data in b-tree indexes, enhancements in logical replication and partitioning, incremental sorting, and parallel vacuum capabilities. These updates aim to increase performance and efficiency while providing better monitoring and security options for users. The features were discussed in a presentation by 林宗禧 at the Taiwan PostgreSQL User Group in 2020.

The Digital Experiences with Postgresql in TaiwanJosé Lin

What's new in PostgreSQL 11 ?José Lin

The document summarizes the new features in PostgreSQL 11, including enhancements to table partitioning such as hash partitioning, default partitions, updating partition keys, automatically creating indexes on partitions, adding unique constraints to partitions, and enabling partition-wise joins and aggregates. It also provides examples of using various partitioning features and explains the benefits of partition-wise processing.

PostgreSQL 10 New FeaturesJosé Lin

2016-12-15 NewSQL資料庫在IoT的應用 - iServDBJosé Lin

文档讨论了在物联网(IoT)中应用NewSQL数据库的优势，特别是iservdb，它基于PostgreSQL并结合了NoSQL特性，以支持高性能和大规模数据处理。iservdb提供了多种数据存储引擎，能够处理结构化和非结构化数据，同时支持分布式架构和多种开发语言。该系统还具备与IoT传感器和第三方软件的快速集成能力，以提高数据分析的效率。

開源技術建構訂票交易資料庫José Lin

本文探讨了如何利用开源技术构建高效的票务交易数据库，重点关注NoSQL和NewSQL数据库系统的选择。选择合适的开源解决方案是关键，强调加快事务处理速度的重要性，并介绍了使用VoltDB作为解决方案的优缺点。最后，文中总结了在选择开源软件时需要考虑的因素，包括版本更新、社区支持和许可证类型。

20240803 COSCUP Case studies of PostgreSQLJosé Lin

2022 COSCUP - Let's speed up your PostgreSQL services!.pptxJosé Lin

PostgreSQL ecosystemJosé Lin

PostgreSQL 13 New FeaturesJosé Lin

The Digital Experiences with Postgresql in TaiwanJosé Lin

What's new in PostgreSQL 11 ?José Lin

PostgreSQL 10 New FeaturesJosé Lin

2016-12-15 NewSQL資料庫在IoT的應用 - iServDBJosé Lin

開源技術建構訂票交易資料庫José Lin

Ad

Recently uploaded (20)

Open Source Software Development MethodsVICTOR MAESTRE RAMIREZ

UPDASP a project coordination unit ......withrj1

Women in Tech: Marketo Engage User Group - June 2025 - AJO with AWSBradBedford3

Creating meaningful, real-time engagement across channels is essential to building lasting business relationships. Discover how AWS, in collaboration with Deloitte, set up one of Adobe's first instances of Journey Optimizer B2B Edition to revolutionize customer journeys for B2B audiences. This session will share the use cases the AWS team has the implemented leveraging Adobe's Journey Optimizer B2B alongside Marketo Engage and Real-Time CDP B2B to deliver unified, personalized experiences and drive impactful engagement. They will discuss how they are positioning AJO B2B in their marketing strategy and how AWS is imagining AJO B2B and Marketo will continue to work together in the future. Whether you’re looking to enhance customer journeys or scale your B2B marketing efforts, you’ll leave with a clear view of what can be achieved to help transform your own approach. Speakers: Britney Young Senior Technical Product Manager, AWS Erine de Leeuw Technical Product Manager, AWS

Milwaukee Marketo User Group June 2025 - Optimize and Enhance Efficiency - Sm...BradBedford3

Inspired by the Adobe Summit hands-on lab, Optimize Your Marketo Instance Performance, review the recording from June 5th to learn best practices that can optimize your smart campaign and smart list processing time, inefficient practices to try to avoid, and tips and tricks for keeping your instance running smooth! You will learn: How smart campaign queueing works, how flow steps are prioritized, and configurations that slow down smart campaign processing. Best practices for smart list and smart campaign configurations that yield greater reliability and processing efficiencies. Generally recommended timelines for reviewing instance performance: walk away from this session with a guideline of what to review in Marketo and how often to review it. This session will be helpful for any Marketo administrator looking for opportunities to improve and streamline their instance performance. Be sure to watch to learn best practices and connect with your local Marketo peers!

Shell Skill Tree - LabEx Certification (LabEx)VICTOR MAESTRE RAMIREZ

About Certivo | Intelligent Compliance Solutions for Global Regulatory Needscertivoai

Certivo delivers intelligent compliance solutions designed to simplify and automate regulatory management for modern businesses in the USA, UK, and EU. Our AI-driven compliance platform helps enterprises navigate complex requirements with ease, offering real-time automated compliance monitoring and powerful product compliance software. At Certivo, we’re driven by a mission to transform how companies handle compliance, reducing risk and boosting operational efficiency. Discover our core values, vision, and innovation behind our trusted compliance management solutions. Whether you're in life sciences, automotive, or tech, Certivo helps you simplify regulatory compliance and scale faster with confidence.

Rierino Commerce Platform - CMS SolutionRierino

On-Device AI: Is It Time to Go All-In, or Do We Still Need the Cloud?Hassan Abid

As mobile hardware becomes more powerful, the promise of running advanced AI directly on-device is closer than ever. With Google’s latest on-device model Gemini Nano, accessible through the new ML Kit GenAI APIs and AI Edge SDK, alongside the open-source Gemma-3n models, developers can now integrate lightweight, multimodal intelligence that works even without an internet connection. But does this mean we no longer need cloud-based AI? This session explores the practical trade-offs between on-device and cloud AI for mobile apps.

Decipher SEO Solutions for your startup needs.mathai2

A solution deck that gives you an idea of how you can use Decipher SEO to target keywords, build authority and generate high ranking content. With features like images to product you can create a E-commerce pipeline that is optimized to help your store rank. With integrations with shopify, woocommerce and wordpress theres a seamless way get your content to your website or storefront. View more at decipherseo.com

Porting Qt 5 QML Modules to Qt 6 WebinarICS

Have you upgraded your application from Qt 5 to Qt 6? If so, your QML modules might still be stuck in the old Qt 5 style—technically compatible, but far from optimal. Qt 6 introduces a modernized approach to QML modules that offers better integration with CMake, enhanced maintainability, and significant productivity gains. In this webinar, we’ll walk you through the benefits of adopting Qt 6 style QML modules and show you how to make the transition. You'll learn how to leverage the new module system to reduce boilerplate, simplify builds, and modernize your application architecture. Whether you're planning a full migration or just exploring what's new, this session will help you get the most out of your move to Qt 6.

Step by step guide to install Flutter and DartS Pranav (Deepu)

Flutter is basically Google’s portable user interface (UI) toolkit, used to build and develop eye-catching, natively-built applications for mobile, desktop, and web, from a single codebase. Flutter is free, open- sourced, and compatible with existing code. It is utilized by companies and developers around the world, due to its user-friendly interface and fairly simple, yet to-the-point commands.

GDG Douglas - Google AI Agents: Your Next Intern?felipeceotto

Smart Financial Solutions: Money Lender Software, Daily Pigmy & Personal Loan...Intelli grow

OpenTelemetry 101 Cloud Native BarcelonaImma Valls Bernaus

How the US Navy Approaches DevSecOps with Raise 2.0Anchore

Join us as Anchore's solutions architect reveals how the U.S. Navy successfully approaches the shift left philosophy to DevSecOps with the RAISE 2.0 Implementation Guide to support its Cyber Ready initiative. This session will showcase practical strategies for defense application teams to pivot from a time-intensive compliance checklist and mindset to continuous cyber-readiness with real-time visibility. Learn how to break down organizational silos through RAISE 2.0 principles and build efficient, secure pipeline automation that produces the critical security artifacts needed for Authorization to Operate (ATO) approval across military environments.

Folding Cheat Sheet # 9 - List Unfolding 𝑢𝑛𝑓𝑜𝑙𝑑 as the Computational Dual of ...Philip Schwarz

dp-700 exam questions sample docume .pdfpravkumarbiz

Making significant Software Architecture decisionsBert Jan Schrijver

How to Choose the Right Web Development Agency.pdfCreative Fosters

Choosing the right web development agency is key to building a powerful online presence. This detailed guide from Creative Fosters helps you evaluate agencies based on experience, portfolio, technical skills, communication, and post-launch support. Whether you're launching a new site or revamping an old one, these expert tips will ensure you find a reliable team that understands your vision and delivers results. Avoid common mistakes and partner with an agency that aligns with your goals and budget.

Transmission Media. (Computer Networks)S Pranav (Deepu)

INTRODUCTION:TRANSMISSION MEDIA • A transmission media in data communication is a physical path between the sender and the receiver and it is the channel through which data can be sent from one location to another. Data can be represented through signals by computers and other sorts of telecommunication devices. These are transmitted from one device to another in the form of electromagnetic signals. These Electromagnetic signals can move from one sender to another receiver through a vacuum, air, or other transmission media. Electromagnetic energy mainly includes radio waves, visible light, UV light, and gamma ra

Open Source Software Development MethodsVICTOR MAESTRE RAMIREZ

UPDASP a project coordination unit ......withrj1

Women in Tech: Marketo Engage User Group - June 2025 - AJO with AWSBradBedford3

Milwaukee Marketo User Group June 2025 - Optimize and Enhance Efficiency - Sm...BradBedford3

Shell Skill Tree - LabEx Certification (LabEx)VICTOR MAESTRE RAMIREZ

About Certivo | Intelligent Compliance Solutions for Global Regulatory Needscertivoai

Rierino Commerce Platform - CMS SolutionRierino

On-Device AI: Is It Time to Go All-In, or Do We Still Need the Cloud?Hassan Abid

Decipher SEO Solutions for your startup needs.mathai2

Porting Qt 5 QML Modules to Qt 6 WebinarICS

Step by step guide to install Flutter and DartS Pranav (Deepu)

GDG Douglas - Google AI Agents: Your Next Intern?felipeceotto

Smart Financial Solutions: Money Lender Software, Daily Pigmy & Personal Loan...Intelli grow

OpenTelemetry 101 Cloud Native BarcelonaImma Valls Bernaus

How the US Navy Approaches DevSecOps with Raise 2.0Anchore

Folding Cheat Sheet # 9 - List Unfolding 𝑢𝑛𝑓𝑜𝑙𝑑 as the Computational Dual of ...Philip Schwarz

dp-700 exam questions sample docume .pdfpravkumarbiz

Making significant Software Architecture decisionsBert Jan Schrijver

How to Choose the Right Web Development Agency.pdfCreative Fosters

Transmission Media. (Computer Networks)S Pranav (Deepu)

Ad

2023 COSCUP - Whats new in PostgreSQL 16

2. • • • • • • •

4. Agenda 01. 適應大規模環境的精進 02. Monitoring 03. Client applications 04. Server 端管理與維運 05. Localization 06. 安全性 07. SQL functions and commands 08. Performance 09. Logical replication 10. 小結

5.  https://www.dofactory.com/sql/outer-join https://postgrespro.com/blog/pgsql/5969981#commit_16fd03e9

6.  https://pganalyze.com/blog/pg-stat-io https://cloud.tencent.com/developer/article/2226344?areaSource=&traceId=

9.      https://blog.gslin.org/archives/2021/11/10/10411/postgresql-14- %E6%94%AF%E6%8F%B4%E7%9A%84-lz4-%E5%A3%93%E7%B8%AE/ • • •

12.     

13.    Internationalization and Unicode Conference (IUC)

14.   

15.     

18.   

21.   more

22. • • DBMS of the Year 2022

23. https://www.postgresql.fastware.com/