Your Autonomous Database in the Oracle Cloud is available for REST Services (HTTPS) to interact with the contents of your database via ORDS. Here's an overviiew and a link to a quick video demo.
Percona Live 2022 - The Evolution of a MySQL Database SystemFrederic Descamps
From a single MySQL instance to multi-site high availability, this is what you will find out in this presentation. You will learn how to make this transition and which solutions best suit changing business requirements (RPO, RTO). Recently, MySQL has extended the possibilities for easy deployment of architecture with integrated tools. Come and discover these open source solutions that are part of MySQL.
Another MySQL HA Solution for ProxySQL Users, Easy and All Integrated: MySQL ...Frederic Descamps
Interactive Help
Cluster Administration
Topology management
Automatic provisioning
Monitoring
MySQL Shell
Copyright @ 2019 Oracle and/or its affiliates.
32 / 41
MySQL Shell provides the developer and DBA with a
single intuitive, exible, and powerful interface for all
MySQL related tasks!
Database Administration Interface
Open Source -- GPL
Multi-Language: JavaScript, Python, and SQL
Naturally scriptable
Supports Document and Relational models
Exposes full Development and Admin
SQLcl overview - A new Command Line Interface for Oracle DatabaseJeff Smith
From the makers of Oracle SQL Developer, we present you a new take on SQL*Plus. A command line interface with a SQL history, table name completion, new commands like CTAS, DDL, Info, and simple things like editing your statement buffers using your keyboard up and down arrow keys!
Slides for Data Syndrome one hour course on PySpark. Introduces basic operations, Spark SQL, Spark MLlib and exploratory data analysis with PySpark. Shows how to use pylab with Spark to create histograms.
The document discusses MySQL Shell and how it can help database administrators (DBAs) with common tasks like deploying architectures, preparing upgrades, dumping and loading data, and managing users. MySQL Shell provides tools like the Admin API for configuring MySQL clusters and replicasets, an upgrade checker utility to validate upgrades to MySQL 8.0, and parallel dump and load functionality to backup, migrate, and reset data.
OOW16 - Technical Upgrade Best Practices for Oracle E-Business Suite 12.2 [CO...vasuballa
This session is ideal for organizations thinking about upgrading to Oracle E-Business Suite 12.2. It covers the fundamentals, such as the technology stack components and supported upgrade paths. Hear from Oracle Development about the recommended practices for executing the Oracle E-Business Suite 12.2 technical upgrade, with special considerations for minimizing your downtime. Also get to know about relatively recent upgrade resources.
Spark SQL Tutorial | Spark Tutorial for Beginners | Apache Spark Training | E...Edureka!
This Edureka Spark SQL Tutorial will help you to understand how Apache Spark offers SQL power in real-time. This tutorial also demonstrates an use case on Stock Market Analysis using Spark SQL. Below are the topics covered in this tutorial:
1) Limitations of Apache Hive
2) Spark SQL Advantages Over Hive
3) Spark SQL Success Story
4) Spark SQL Features
5) Architecture of Spark SQL
6) Spark SQL Libraries
7) Querying Using Spark SQL
8) Demo: Stock Market Analysis With Spark SQL
This document summarizes a presentation on tuning Oracle GoldenGate for optimal performance in real-world environments. It discusses architectural changes in GoldenGate 12c including a microservices architecture and parallel replication. It also outlines several areas and tools for tuning performance at the host, database, and GoldenGate configuration levels including the use of AWR, STATS commands, and health check scripts.
Oracle Database performance tuning using oratopSandesh Rao
Oratop is a text-based user interface tool for monitoring basic database operations in real-time. This presentation will go into depth on how to use the tool and some example scenarios. It can be used for both RAC and single-instance databases and in combination with top to get a more holistic view of system performance and identify any bottlenecks.
Real-time Data Streaming from Oracle to Apache Kafka confluent
Dbvisit is a New Zealand-based company with offices worldwide that provides software to replicate data from Oracle databases in real-time to Apache Kafka. Their Dbvisit Replicate Connector is a plugin for Kafka Connect that allows minimal impact replication of database table changes to Kafka topics. The connector also generates metadata topics. Dbvisit focuses only on Oracle databases and replication, has proprietary log mining technology, and supports Oracle back to version 9.2. They have over 1,300 customers globally and offer perpetual or term licensing models for their replication software along with support plans. Dbvisit is a good fit for organizations using Oracle that want to offload reporting, enable real-time analytics, and integrate data into Kafka in a cost-effective manner
Whats new in Autonomous Database in 2022Sandesh Rao
This session covers the new features and happenings in the autonomous database world and will help answer more questions DBAs and Developers will have on the Autonomous Database, from provisioning to backups, troubleshooting, tips and tricks, security and HA. This is a good introduction for on-prem DBAs who want to learn how this works quickly without spending too much time on it. Questions like what does the free tier cover, how do I do backup or if it's automated, how do I manage it, how to scale up and down, how to secure their environment, how to use mtls, how to use tools like SQLDeveloper and SQLModeler, performance tuning all in a quick 45-minute session which might take weeks to pick up reading documentation or spanning several presentations
Oracle Goldengate for Big Data - LendingClub ImplementationVengata Guruswamy
This slide covers the LendingClub use case for implementing real time analytics using Oracle goldengate for Big Data. It covers architecture ,implementation and troubleshooting steps.
Storm is a distributed and fault-tolerant realtime computation system. It was created at BackType/Twitter to analyze tweets, links, and users on Twitter in realtime. Storm provides scalability, reliability, and ease of programming. It uses components like Zookeeper, ØMQ, and Thrift. A Storm topology defines the flow of data between spouts that read data and bolts that process data. Storm guarantees processing of all data through its reliability APIs and guarantees no data loss even during failures.
Understanding oracle rac internals part 1 - slidesMohamed Farouk
This document discusses Oracle RAC internals and architecture. It provides an overview of the Oracle RAC architecture including software deployment, processes, and resources. It also covers topics like VIPs, networks, listeners, and SCAN in Oracle RAC. Key aspects summarized include the typical Oracle RAC software stack, local and cluster resources, how VIPs and networks are configured, and the role and dependencies of listeners.
PySpark Programming | PySpark Concepts with Hands-On | PySpark Training | Edu...Edureka!
** PySpark Certification Training: https://www.edureka.co/pyspark-certification-training **
This Edureka tutorial on PySpark Programming will give you a complete insight of the various fundamental concepts of PySpark. Fundamental concepts include the following:
1. PySpark
2. RDDs
3. DataFrames
4. PySpark SQL
5. PySpark Streaming
6. Machine Learning (MLlib)
Session presented at Oracle Developer Live - MySQL, 2020. Recording available at https://developer.oracle.com/developer-live/mysql/
Abstract:
MySQL Shell is the new, advanced command-line client and editor for MySQL. It sends SQL statements to MySQL server, supports both the classic MySQL protocol and the newer X protocol, and provides scripting capabilities for JavaScript and Python. But there's more to MySQL Shell than meets the eye. It delivers a natural and powerful interface for all DevOps tasks related to MySQL by providing APIs for development and administration. This session covers MySQL Shell's core features, along with demonstrations of how to use the various APIs and how to extend MySQL Shell. We’ll address the regular interaction with databases, the built-in tools that make DBAs and developers’ lives easier, the easy and flawless set up of HA architectures, and the plugins and extensions framework.
Apache Spark in Depth: Core Concepts, Architecture & InternalsAnton Kirillov
Slides cover Spark core concepts of Apache Spark such as RDD, DAG, execution workflow, forming stages of tasks and shuffle implementation and also describes architecture and main components of Spark Driver. The workshop part covers Spark execution modes , provides link to github repo which contains Spark Applications examples and dockerized Hadoop environment to experiment with
The document provides an overview of 14 topics related to Oracle Autonomous Database. It begins with how to get started with the Autonomous Database free tier and Oracle Machine Learning. It then discusses cross region data guard, exporting data as JSON to object storage, wallet rotation, partitions with external tables in cloud, set patch level when cloning, performance monitoring, data safe audit retention time increase, change concurrency limits via console, SQL monitor report, ASH analytics in performance hub, workload metrics on performance hub, and customer managed keys.
MySQL InnoDB Cluster - Advanced Configuration & OperationsFrederic Descamps
The document discusses various methods for provisioning and monitoring new members joining a MySQL InnoDB cluster. It describes the incremental recovery and clone-based provisioning processes. It provides guidance on forcing the use of clone over incremental recovery for both provisioning and recovery scenarios. The document also discusses using MySQL Shell commands and Performance Schema tables to monitor the provisioning and recovery processes, as well as the overall health and performance of the cluster.
This document provides a summary of a presentation on Oracle Real Application Clusters (RAC) integration with Exadata, Oracle Data Guard, and In-Memory Database. It discusses how Oracle RAC performance has been optimized on Exadata platforms through features like fast node death detection, cache fusion optimizations, ASM optimizations, and integration with Exadata infrastructure. The presentation agenda indicates it will cover these RAC optimizations as well as integration with Oracle Data Guard and the In-Memory database option.
- MongoDB's concurrency control uses multiple-granularity locking at the instance, database, and collection level. This allows finer-grained locking than previous approaches.
- The storage engine handles concurrency control at lower levels like the document level, using either MVCC or locking depending on the engine. WiredTiger uses MVCC while MMAPv1 uses locking at the collection level.
- Intents signal the intention to access lower levels without acquiring locks upfront, improving concurrency compared to directly acquiring locks. The lock manager enforces the locking protocol and ensures consistency.
Frédéric Descamps presented on the state of MySQL in 2022. Some key points included:
- MySQL 8.0.29 was the latest release with improvements like IF NOT EXISTS for DDL statements.
- MySQL remains the most popular open source database according to surveys.
- MySQL HeatWave on OCI provides high performance for analytics workloads compared to other cloud offerings.
- The MySQL Operator for Kubernetes makes it easier to deploy and manage MySQL on Kubernetes.
- Upcoming certifications for MySQL 8.0 DBA and Developer were announced.
Continuous Data Replication into Cloud Storage with Oracle GoldenGateMichael Rainey
Continuous flow. Streaming. Near real-time. These are all terms used to identify the business’s need for quick access to data. It’s a common request, even if the data must flow from on-premises to the cloud. Oracle GoldenGate is the data replication solution built for fast data. In this session, we’ll look at how GoldenGate can be configured to extract transactions from the Oracle database and load them into a cloud object store, such as Amazon S3. There are many different use cases for this type of continuous load of data into the cloud. We’ll explore these solutions and the various tools that can be used to access and analyze the data from the cloud object store, leaving attendees with ideas for implementing a full source-to-cloud data replication solution.
Presented at ITOUG Tech Days 2019
Oracle RAC, Data Guard, and Pluggable Databases: When MAA Meets Multitenant (...Ludovico Caldara
This document discusses integrating Oracle Real Application Clusters (RAC) and multitenant architecture with Oracle Data Guard. It explains that with RAC and multitenant, the container database itself is a RAC database, allowing pluggable databases to remain available even if an instance crashes. Services are used to control which pluggable databases are mounted and accessed on each RAC instance. While multitenant architecture provides benefits like simplified administration, it also means that in a Data Guard configuration, the entire container database must have the same role rather than individual pluggable databases.
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.pdfPo-Chuan Chen
The document describes the RAG (Retrieval-Augmented Generation) model for knowledge-intensive NLP tasks. RAG combines a pre-trained language generator (BART) with a dense passage retriever (DPR) to retrieve and incorporate relevant knowledge from Wikipedia. RAG achieves state-of-the-art results on open-domain question answering, abstractive question answering, and fact verification by leveraging both parametric knowledge from the generator and non-parametric knowledge retrieved from Wikipedia. The retrieved knowledge can also be updated without retraining the model.
Apache Spark on K8S Best Practice and Performance in the CloudDatabricks
Kubernetes As of Spark 2.3, Spark can run on clusters managed by Kubernetes. we will describes the best practices about running Spark SQL on Kubernetes upon Tencent cloud includes how to deploy Kubernetes against public cloud platform to maximum resource utilization and how to tune configurations of Spark to take advantage of Kubernetes resource manager to achieve best performance. To evaluate performance, the TPC-DS benchmarking tool will be used to analysis performance impact of queries between configurations set.
Speakers: Junjie Chen, Junping Du
Oracle Office Hours - Exposing REST services with APEX and ORDSDoug Gault
This document provides an overview and agenda for exposing RESTful services using Oracle Application Express (APEX) and Oracle REST Data Services (ORDS). It begins with a brief introduction to REST concepts and then discusses the history of supporting REST in APEX and ORDS. The document outlines the key components and APIs available in ORDS for enabling schemas and defining REST modules, templates and handlers to expose database objects and custom services via REST. It also provides examples of enabling the schema and using auto-REST to expose database tables through REST.
10thMeetup-20190420-REST API Design Principles 되새기기DongHee Lee
1) The document discusses REST API design principles, including using nouns to represent resources, HTTP operations for CRUD, query parameters for additional conditions, HTTP status codes and custom error codes, and API versioning.
2) It provides examples from Facebook, Twitter, LinkedIn, Oracle PaaS, and Oracle Cloud Infrastructure APIs to illustrate pagination, fields selection, HATEOAS, and more.
3) The presentation covers additional best practices like returning partial responses, verbs for non-resources, and association resources.
Oracle Database performance tuning using oratopSandesh Rao
Oratop is a text-based user interface tool for monitoring basic database operations in real-time. This presentation will go into depth on how to use the tool and some example scenarios. It can be used for both RAC and single-instance databases and in combination with top to get a more holistic view of system performance and identify any bottlenecks.
Real-time Data Streaming from Oracle to Apache Kafka confluent
Dbvisit is a New Zealand-based company with offices worldwide that provides software to replicate data from Oracle databases in real-time to Apache Kafka. Their Dbvisit Replicate Connector is a plugin for Kafka Connect that allows minimal impact replication of database table changes to Kafka topics. The connector also generates metadata topics. Dbvisit focuses only on Oracle databases and replication, has proprietary log mining technology, and supports Oracle back to version 9.2. They have over 1,300 customers globally and offer perpetual or term licensing models for their replication software along with support plans. Dbvisit is a good fit for organizations using Oracle that want to offload reporting, enable real-time analytics, and integrate data into Kafka in a cost-effective manner
Whats new in Autonomous Database in 2022Sandesh Rao
This session covers the new features and happenings in the autonomous database world and will help answer more questions DBAs and Developers will have on the Autonomous Database, from provisioning to backups, troubleshooting, tips and tricks, security and HA. This is a good introduction for on-prem DBAs who want to learn how this works quickly without spending too much time on it. Questions like what does the free tier cover, how do I do backup or if it's automated, how do I manage it, how to scale up and down, how to secure their environment, how to use mtls, how to use tools like SQLDeveloper and SQLModeler, performance tuning all in a quick 45-minute session which might take weeks to pick up reading documentation or spanning several presentations
Oracle Goldengate for Big Data - LendingClub ImplementationVengata Guruswamy
This slide covers the LendingClub use case for implementing real time analytics using Oracle goldengate for Big Data. It covers architecture ,implementation and troubleshooting steps.
Storm is a distributed and fault-tolerant realtime computation system. It was created at BackType/Twitter to analyze tweets, links, and users on Twitter in realtime. Storm provides scalability, reliability, and ease of programming. It uses components like Zookeeper, ØMQ, and Thrift. A Storm topology defines the flow of data between spouts that read data and bolts that process data. Storm guarantees processing of all data through its reliability APIs and guarantees no data loss even during failures.
Understanding oracle rac internals part 1 - slidesMohamed Farouk
This document discusses Oracle RAC internals and architecture. It provides an overview of the Oracle RAC architecture including software deployment, processes, and resources. It also covers topics like VIPs, networks, listeners, and SCAN in Oracle RAC. Key aspects summarized include the typical Oracle RAC software stack, local and cluster resources, how VIPs and networks are configured, and the role and dependencies of listeners.
PySpark Programming | PySpark Concepts with Hands-On | PySpark Training | Edu...Edureka!
** PySpark Certification Training: https://www.edureka.co/pyspark-certification-training **
This Edureka tutorial on PySpark Programming will give you a complete insight of the various fundamental concepts of PySpark. Fundamental concepts include the following:
1. PySpark
2. RDDs
3. DataFrames
4. PySpark SQL
5. PySpark Streaming
6. Machine Learning (MLlib)
Session presented at Oracle Developer Live - MySQL, 2020. Recording available at https://developer.oracle.com/developer-live/mysql/
Abstract:
MySQL Shell is the new, advanced command-line client and editor for MySQL. It sends SQL statements to MySQL server, supports both the classic MySQL protocol and the newer X protocol, and provides scripting capabilities for JavaScript and Python. But there's more to MySQL Shell than meets the eye. It delivers a natural and powerful interface for all DevOps tasks related to MySQL by providing APIs for development and administration. This session covers MySQL Shell's core features, along with demonstrations of how to use the various APIs and how to extend MySQL Shell. We’ll address the regular interaction with databases, the built-in tools that make DBAs and developers’ lives easier, the easy and flawless set up of HA architectures, and the plugins and extensions framework.
Apache Spark in Depth: Core Concepts, Architecture & InternalsAnton Kirillov
Slides cover Spark core concepts of Apache Spark such as RDD, DAG, execution workflow, forming stages of tasks and shuffle implementation and also describes architecture and main components of Spark Driver. The workshop part covers Spark execution modes , provides link to github repo which contains Spark Applications examples and dockerized Hadoop environment to experiment with
The document provides an overview of 14 topics related to Oracle Autonomous Database. It begins with how to get started with the Autonomous Database free tier and Oracle Machine Learning. It then discusses cross region data guard, exporting data as JSON to object storage, wallet rotation, partitions with external tables in cloud, set patch level when cloning, performance monitoring, data safe audit retention time increase, change concurrency limits via console, SQL monitor report, ASH analytics in performance hub, workload metrics on performance hub, and customer managed keys.
MySQL InnoDB Cluster - Advanced Configuration & OperationsFrederic Descamps
The document discusses various methods for provisioning and monitoring new members joining a MySQL InnoDB cluster. It describes the incremental recovery and clone-based provisioning processes. It provides guidance on forcing the use of clone over incremental recovery for both provisioning and recovery scenarios. The document also discusses using MySQL Shell commands and Performance Schema tables to monitor the provisioning and recovery processes, as well as the overall health and performance of the cluster.
This document provides a summary of a presentation on Oracle Real Application Clusters (RAC) integration with Exadata, Oracle Data Guard, and In-Memory Database. It discusses how Oracle RAC performance has been optimized on Exadata platforms through features like fast node death detection, cache fusion optimizations, ASM optimizations, and integration with Exadata infrastructure. The presentation agenda indicates it will cover these RAC optimizations as well as integration with Oracle Data Guard and the In-Memory database option.
- MongoDB's concurrency control uses multiple-granularity locking at the instance, database, and collection level. This allows finer-grained locking than previous approaches.
- The storage engine handles concurrency control at lower levels like the document level, using either MVCC or locking depending on the engine. WiredTiger uses MVCC while MMAPv1 uses locking at the collection level.
- Intents signal the intention to access lower levels without acquiring locks upfront, improving concurrency compared to directly acquiring locks. The lock manager enforces the locking protocol and ensures consistency.
Frédéric Descamps presented on the state of MySQL in 2022. Some key points included:
- MySQL 8.0.29 was the latest release with improvements like IF NOT EXISTS for DDL statements.
- MySQL remains the most popular open source database according to surveys.
- MySQL HeatWave on OCI provides high performance for analytics workloads compared to other cloud offerings.
- The MySQL Operator for Kubernetes makes it easier to deploy and manage MySQL on Kubernetes.
- Upcoming certifications for MySQL 8.0 DBA and Developer were announced.
Continuous Data Replication into Cloud Storage with Oracle GoldenGateMichael Rainey
Continuous flow. Streaming. Near real-time. These are all terms used to identify the business’s need for quick access to data. It’s a common request, even if the data must flow from on-premises to the cloud. Oracle GoldenGate is the data replication solution built for fast data. In this session, we’ll look at how GoldenGate can be configured to extract transactions from the Oracle database and load them into a cloud object store, such as Amazon S3. There are many different use cases for this type of continuous load of data into the cloud. We’ll explore these solutions and the various tools that can be used to access and analyze the data from the cloud object store, leaving attendees with ideas for implementing a full source-to-cloud data replication solution.
Presented at ITOUG Tech Days 2019
Oracle RAC, Data Guard, and Pluggable Databases: When MAA Meets Multitenant (...Ludovico Caldara
This document discusses integrating Oracle Real Application Clusters (RAC) and multitenant architecture with Oracle Data Guard. It explains that with RAC and multitenant, the container database itself is a RAC database, allowing pluggable databases to remain available even if an instance crashes. Services are used to control which pluggable databases are mounted and accessed on each RAC instance. While multitenant architecture provides benefits like simplified administration, it also means that in a Data Guard configuration, the entire container database must have the same role rather than individual pluggable databases.
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.pdfPo-Chuan Chen
The document describes the RAG (Retrieval-Augmented Generation) model for knowledge-intensive NLP tasks. RAG combines a pre-trained language generator (BART) with a dense passage retriever (DPR) to retrieve and incorporate relevant knowledge from Wikipedia. RAG achieves state-of-the-art results on open-domain question answering, abstractive question answering, and fact verification by leveraging both parametric knowledge from the generator and non-parametric knowledge retrieved from Wikipedia. The retrieved knowledge can also be updated without retraining the model.
Apache Spark on K8S Best Practice and Performance in the CloudDatabricks
Kubernetes As of Spark 2.3, Spark can run on clusters managed by Kubernetes. we will describes the best practices about running Spark SQL on Kubernetes upon Tencent cloud includes how to deploy Kubernetes against public cloud platform to maximum resource utilization and how to tune configurations of Spark to take advantage of Kubernetes resource manager to achieve best performance. To evaluate performance, the TPC-DS benchmarking tool will be used to analysis performance impact of queries between configurations set.
Speakers: Junjie Chen, Junping Du
Oracle Office Hours - Exposing REST services with APEX and ORDSDoug Gault
This document provides an overview and agenda for exposing RESTful services using Oracle Application Express (APEX) and Oracle REST Data Services (ORDS). It begins with a brief introduction to REST concepts and then discusses the history of supporting REST in APEX and ORDS. The document outlines the key components and APIs available in ORDS for enabling schemas and defining REST modules, templates and handlers to expose database objects and custom services via REST. It also provides examples of enabling the schema and using auto-REST to expose database tables through REST.
10thMeetup-20190420-REST API Design Principles 되새기기DongHee Lee
1) The document discusses REST API design principles, including using nouns to represent resources, HTTP operations for CRUD, query parameters for additional conditions, HTTP status codes and custom error codes, and API versioning.
2) It provides examples from Facebook, Twitter, LinkedIn, Oracle PaaS, and Oracle Cloud Infrastructure APIs to illustrate pagination, fields selection, HATEOAS, and more.
3) The presentation covers additional best practices like returning partial responses, verbs for non-resources, and association resources.
The document discusses REST API design principles, including:
1. Resources should be represented as nouns and HTTP operations like GET, POST, PUT, DELETE should be used to manipulate resources.
2. Additional conditions can be specified using query parameters.
3. Both HTTP status codes and custom error codes should be used to indicate errors, with codes providing context and messages for humans.
4. API versions should be included in the URI to manage changes over time.
5. Pagination, filtering of response fields, and hypermedia as the engine of application state (HATEOAS) should be supported to navigate between resource representations.
REST Enabling your Oracle Database (2018 Update)Jeff Smith
A more current version of the previous set of slides. Everything you need to know about getting started with Oracle REST Data Services for providing a REST API on your Oracle Database.
Manage and monitor your Oracle Database securely with Oracle REST Data Services and our Database API. These slides will show how to configure the feature and demonstrate a simple report and kicking off a Data Pump export job.
Database Basics with PHP -- Connect JS Conference October 17th, 2015Dave Stokes
This presentation covers the basics of using a relational database for PHP developers. Included are using Venn Diagrams, examining queries, and letting the database do the heavy lifting.
This document discusses Oracle APEX authentication schemes. It provides an overview of configuring APEX for authentication using Google, Facebook, LinkedIn, LINE, and Yahoo! Japan. It also covers topics like storing user profiles in a database table, implementing custom authentication functions, and setting authentication cookies in APEX.
The document discusses Oracle's machine learning initiatives including its Autonomous Database, which features preloaded machine learning notebooks and applies machine learning for self-driving capabilities. It also describes Oracle's AI Platform Cloud Service currently in development, which will provide an end-to-end machine learning platform for building, training, deploying and managing models in a collaborative environment. Finally, it outlines Oracle's machine learning tools for both relational databases and big data platforms.
Automating Cloud Operations - Everything you wanted to know about cURL and RE...Revelation Technologies
All cloud service providers support seamless cloud automation and management through a REST API architecture allowing for single tasks or complex multi-step orchestrations to be created. REST has become the de facto standard for these cloud interfaces because of its ease of us, communication over HTTP, and wide support of nearly all programming languages and operating systems.
Where do you start? How do you decipher the API documentation? Where do you authenticate? And how do you create cloud resources programmatically?
This presentation walks through the fundamentals of REST, how its invoked through cURL, as well as a live demonstration of the automated provisioning of Oracle Cloud services through cURL/REST.
Oracle APEX is a low-code application development tool that allows users to easily and quickly build powerful and responsive web apps leveraging their SQL skills. It provides an integrated development environment where users can develop entire apps directly from their web browser. Apps are built on top of the Oracle database for high performance and scalability. Oracle APEX itself is a free and fully supported feature of all editions of the Oracle database.
Southeast Linuxfest -- MySQL User Admin Tips & TricksDave Stokes
This document discusses tips and tricks for MySQL user administration. It covers how MySQL stores user accounts and passwords, and two main ways to create accounts using SQL statements or manipulating grant tables directly. It also discusses user privileges, plugins for authentication, proxy users, and best practices like being stingy with privileges and auditing privileges regularly.
The document discusses using Oracle Database to store and query JSON documents along with relational data. It shows how Oracle allows storing JSON in table columns, querying JSON with SQL, and configuring REST services. It also discusses using materialized views to improve query performance when joining JSON and relational data, redirecting queries to use the materialized view.
This document discusses Oracle SOA Suite 12c and its features to improve developer productivity and enhance operations. Some key highlights include templates to help developers get started quickly, unified design tools, improved debuggers and testing capabilities, reduced memory footprint and faster startup times. The document also covers enhanced administration features like improved dashboards, error handling, and self-tuning capabilities to simplify operations.
This document outlines an agenda for a workshop on developing low code apps with Oracle Autonomous Database. The agenda includes an introduction, signing up for a cloud trial of Autonomous Database, an overview of why to use Oracle Application Express (APEX) on Autonomous Database, and a hands-on APEX development workshop. It promotes APEX as a tool for rapidly building scalable web apps with minimal coding that leverages the automated capabilities of Autonomous Database such as automated administration and security updates.
Marc Sewtz, a senior software development manager at Oracle, gave a presentation on Oracle APEX and the Autonomous Database at a Boston meetup in September 2019. He discussed Oracle's new free tier offering for the Autonomous Database and APEX, as well as upcoming features in APEX 19.2 like enhanced list of values, faceted search, and issues management. The presentation provided an overview of Oracle APEX and highlighted new capabilities and services available in both APEX and Oracle Cloud.
Con9573 managing the oim platform with oracle enterprise manager OracleIDM
The document discusses how Qualcomm implemented Oracle Enterprise Manager 12c to manage its Oracle Identity Management platform. Some key points:
- Qualcomm needed to provide high service levels for identity and access management (IAM) and databases, monitor SLAs, and improve compliance through role-based access.
- It implemented EM12c in a highly available configuration with disaster recovery to manage applications, middleware, IAM, and databases from a single console.
- Through dynamic groups and roles in EM12c, IAM administrators, network operators, and database administrators received restricted views of only their relevant targets while using a shared infrastructure.
- This streamlined operations and improved compliance by allowing different teams to manage incidents
Oracle GoldenGate 18c - REST API ExamplesBobby Curtis
This document provides examples of using RESTful APIs with Oracle GoldenGate 18c. It includes examples of creating, deleting, and listing extracts, replicats, credentials, and distribution paths using cURL commands. It also provides examples of using RESTful APIs within shell scripts to automate administration tasks like adding extracts and replicats.
Confoo 202 - MySQL Group Replication and ReplicaSetDave Stokes
MySQL Group Replication, ReplicaSet, & Architectures outlines MySQL's general product direction for high availability and replication. It provides an overview of Group Replication, ReplicaSet, and related components like MySQL Shell and MySQL Router. Key capabilities discussed include automated setup and management, integrated load balancing, and both asynchronous and synchronous replication options. Limitations noted include the requirement for manual failover in ReplicaSet deployments.
Slides from my and Tomas Langer session at CodeOne 2019.
Abstract:
Although Helidon SE provides reactive nonblocking APIs to build microservices, most database drivers are still blocking. Only a few vendors provide reactive drivers to their databases. To help mitigate this issue, a reactive persistence layer has been created in Helidon SE. This persistence layer, known as Helidon DB, supports SQL and NoSQL databases and is compatible with R2DBC, ADBA, the MongoDB reactive driver, and standard JDBC. With Helidon DB, there is no need to worry that a database driver will block your thread. This session covers the basic concepts of Helidon DB and demonstrates how it works with different kinds of databases on a simple sample application.
Oracle REST Data Services: Options for your Web ServicesJeff Smith
ORDS has many options when it comes to delivering web services for your Oracle Database. We have an Automatic feature for your database objects where we handle everything for you. Or, you can write your own services with your SQL & PL/SQL. This slide deck shows exactly what you have to choose from for your applications.
An overview of ORDS for building RESTful Web Services and your Oracle Database with BEER examples!
Thanks and credit to the POUG organization for making this possible.
Oracle SQL Developer Tips and Tricks: Data EditionJeff Smith
Originally presented at Oracle Code One 2019, this is a collection of techniques dedicated to making your work with data easier and more enjoyable in Oracle Database with SQL Developer.
Change Management for Oracle Database with SQLcl Jeff Smith
This document discusses using Oracle SQLcl and Liquibase to manage application schema lifecycles. It provides an overview of Liquibase and how SQLcl leverages it to generate change logs from database metadata and deploy schema changes in a repeatable way. It demonstrates capturing an Oracle schema, making changes, and rolling back through the change logs. Managing application schemas with SQLcl and Liquibase provides an easier way to version and deploy database changes compared to custom scripts.
Oracle SQLcl: Formatting your Query ResultsJeff Smith
Get clean, easy to read output from your Oracle SQL queries automatically with Oracle SQLcl. Examples of each output formatting type including INSERTs, JSON, CSV, and more!
Debugging PL/SQL from your APEX Applications with Oracle SQL DeveloperJeff Smith
This document provides information about debugging PL/SQL code using SQL Developer. It discusses both local debugging of code written and run within SQL Developer, as well as remote or external debugging of code called from an application like APEX. Key points covered include setting breakpoints, using step over and step into functions, and setting up remote debugging by having the database connect back to SQL Developer running on the client machine.
What's New in Oracle SQL Developer for 2018Jeff Smith
All of the new features in versions 18.1, 18.2, and 18.3 of Oracle SQL Developer.
Some of these slides have animated GIFs - please see the embedded video for a live presentation of these slides.
Oracle SQL Developer: You're Doing it Wrong!Jeff Smith
In this tongue-in-cheek presentation, we show you the 'right' way to use Oracle SQL Developer. Here are some tips and tricks to get you happier and more productive working with Oracle Database.
Social Media - Why a Database Person Should CareJeff Smith
A talk I delivered at Kscope18 for the Database Sunday Symposiums. In 15 minutes I convince you its not wasted time AND I share 3 quick tips to get more out of StackOverflow, Twitter, and Blogging/YouTube.
The document discusses SQL Developer's reporting feature, which is one of the most powerful yet least utilized features. It provides an overview of what reports are in SQL Developer, including that they can display SQL/PLSQL output in grids, charts, graphs, and basic HTML. It also summarizes some of the key capabilities of reports such as being definable once but run against any connection, optional user prompts, exporting to PDF, and being available via command line. The document encourages users to take advantage of this underutilized reporting feature.
Pennsylvania Banner User Group Webinar: Oracle SQL Developer Tips & TricksJeff Smith
This document contains tips and information about using Oracle SQL Developer presented by Jeff Smith and Helen Sanders. It includes tips on organizing connections, setting editor preferences, using drag and drop to build SELECT statements, accessing query plans, formatting query results, filtering object lists, using code snippets, and various other tips. The document provides an overview of SQL Developer's features and highlights new capabilities in recent versions.
PL/SQL All the Things in Oracle SQL DeveloperJeff Smith
The document discusses features of Oracle SQL Developer, a free Oracle Database IDE. It provides an overview of SQL Developer's major feature areas including its PL/SQL IDE capabilities, SQL editing, database object browsing, reporting, data modeling, administration, and more. The document also reviews SQL Developer's history and includes screenshots demonstrating features like snippets, formatting, debugging, documentation generation, and unit testing.
Debugging PL/SQL with Oracle SQL DeveloperJeff Smith
The document discusses debugging PL/SQL code in Oracle SQL Developer. It provides an overview of the debugging features in SQL Developer, including setting breakpoints, stepping through code, and viewing the call stack. It also discusses how to set up debugging for both local and remote PL/SQL code. The document is intended to explain how to debug PL/SQL in under 5 minutes using SQL Developer.
A quick review of REST and then onto how to make your Oracle tables and view available to REST applications using Oracle SQL Developer and Oracle REST Data Services.
All of the Performance Tuning Features in Oracle SQL DeveloperJeff Smith
An overview of all of the performance tuning instrumentation, tools, and features in Oracle SQL Developer. Get help making those applications and their queries more performant.
If You Oracle Then You Should Twitter TooJeff Smith
This document provides tips and best practices for using social media, particularly Twitter, as an Oracle professional. It encourages developing an online professional network for career advancement, sharing knowledge and helping others. It offers suggestions for creating an authentic online persona, balancing personal and professional accounts, privacy settings, appropriate content, hashtags, app choices, and engaging with other Oracle communities beyond just Twitter. The document emphasizes quality over quantity of posts and participating in conversations naturally rather than forcing interactions.
Yes, Oracle SQL Developer allows you to make a JDBC connection to SQL Server. Here's a quick overview of things you can do, plus a reminder that it's also the official migration platform for Oracle Database migrations.
Oracle Database 12c Feature Support in Oracle SQL DeveloperJeff Smith
A brief overview of Database 12c feature support in Oracle SQL Developer with a focus on using the SQL Translation Framework to fix problematic application SQL in production with ZERO application re-writes or changes.
TrsLabs - Fintech Product & Business ConsultingTrs Labs
Hybrid Growth Mandate Model with TrsLabs
Strategic Investments, Inorganic Growth, Business Model Pivoting are critical activities that business don't do/change everyday. In cases like this, it may benefit your business to choose a temporary external consultant.
An unbiased plan driven by clearcut deliverables, market dynamics and without the influence of your internal office equations empower business leaders to make right choices.
Getting things done within a budget within a timeframe is key to Growing Business - No matter whether you are a start-up or a big company
Talk to us & Unlock the competitive advantage
Book industry standards are evolving rapidly. In the first part of this session, we’ll share an overview of key developments from 2024 and the early months of 2025. Then, BookNet’s resident standards expert, Tom Richardson, and CEO, Lauren Stewart, have a forward-looking conversation about what’s next.
Link to recording, presentation slides, and accompanying resource: https://bnctechforum.ca/sessions/standardsgoals-for-2025-standards-certification-roundup/
Presented by BookNet Canada on May 6, 2025 with support from the Department of Canadian Heritage.
Procurement Insights Cost To Value Guide.pptxJon Hansen
Procurement Insights integrated Historic Procurement Industry Archives, serves as a powerful complement — not a competitor — to other procurement industry firms. It fills critical gaps in depth, agility, and contextual insight that most traditional analyst and association models overlook.
Learn more about this value- driven proprietary service offering here.
HCL Nomad Web – Best Practices und Verwaltung von Multiuser-Umgebungenpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-nomad-web-best-practices-und-verwaltung-von-multiuser-umgebungen/
HCL Nomad Web wird als die nächste Generation des HCL Notes-Clients gefeiert und bietet zahlreiche Vorteile, wie die Beseitigung des Bedarfs an Paketierung, Verteilung und Installation. Nomad Web-Client-Updates werden “automatisch” im Hintergrund installiert, was den administrativen Aufwand im Vergleich zu traditionellen HCL Notes-Clients erheblich reduziert. Allerdings stellt die Fehlerbehebung in Nomad Web im Vergleich zum Notes-Client einzigartige Herausforderungen dar.
Begleiten Sie Christoph und Marc, während sie demonstrieren, wie der Fehlerbehebungsprozess in HCL Nomad Web vereinfacht werden kann, um eine reibungslose und effiziente Benutzererfahrung zu gewährleisten.
In diesem Webinar werden wir effektive Strategien zur Diagnose und Lösung häufiger Probleme in HCL Nomad Web untersuchen, einschließlich
- Zugriff auf die Konsole
- Auffinden und Interpretieren von Protokolldateien
- Zugriff auf den Datenordner im Cache des Browsers (unter Verwendung von OPFS)
- Verständnis der Unterschiede zwischen Einzel- und Mehrbenutzerszenarien
- Nutzung der Client Clocking-Funktion
Spark is a powerhouse for large datasets, but when it comes to smaller data workloads, its overhead can sometimes slow things down. What if you could achieve high performance and efficiency without the need for Spark?
At S&P Global Commodity Insights, having a complete view of global energy and commodities markets enables customers to make data-driven decisions with confidence and create long-term, sustainable value. 🌍
Explore delta-rs + CDC and how these open-source innovations power lightweight, high-performance data applications beyond Spark! 🚀
AI and Data Privacy in 2025: Global TrendsInData Labs
In this infographic, we explore how businesses can implement effective governance frameworks to address AI data privacy. Understanding it is crucial for developing effective strategies that ensure compliance, safeguard customer trust, and leverage AI responsibly. Equip yourself with insights that can drive informed decision-making and position your organization for success in the future of data privacy.
This infographic contains:
-AI and data privacy: Key findings
-Statistics on AI data privacy in the today’s world
-Tips on how to overcome data privacy challenges
-Benefits of AI data security investments.
Keep up-to-date on how AI is reshaping privacy standards and what this entails for both individuals and organizations.
Enhancing ICU Intelligence: How Our Functional Testing Enabled a Healthcare I...Impelsys Inc.
Impelsys provided a robust testing solution, leveraging a risk-based and requirement-mapped approach to validate ICU Connect and CritiXpert. A well-defined test suite was developed to assess data communication, clinical data collection, transformation, and visualization across integrated devices.
Designing Low-Latency Systems with Rust and ScyllaDB: An Architectural Deep DiveScyllaDB
Want to learn practical tips for designing systems that can scale efficiently without compromising speed?
Join us for a workshop where we’ll address these challenges head-on and explore how to architect low-latency systems using Rust. During this free interactive workshop oriented for developers, engineers, and architects, we’ll cover how Rust’s unique language features and the Tokio async runtime enable high-performance application development.
As you explore key principles of designing low-latency systems with Rust, you will learn how to:
- Create and compile a real-world app with Rust
- Connect the application to ScyllaDB (NoSQL data store)
- Negotiate tradeoffs related to data modeling and querying
- Manage and monitor the database for consistently low latencies
TrustArc Webinar: Consumer Expectations vs Corporate Realities on Data Broker...TrustArc
Most consumers believe they’re making informed decisions about their personal data—adjusting privacy settings, blocking trackers, and opting out where they can. However, our new research reveals that while awareness is high, taking meaningful action is still lacking. On the corporate side, many organizations report strong policies for managing third-party data and consumer consent yet fall short when it comes to consistency, accountability and transparency.
This session will explore the research findings from TrustArc’s Privacy Pulse Survey, examining consumer attitudes toward personal data collection and practical suggestions for corporate practices around purchasing third-party data.
Attendees will learn:
- Consumer awareness around data brokers and what consumers are doing to limit data collection
- How businesses assess third-party vendors and their consent management operations
- Where business preparedness needs improvement
- What these trends mean for the future of privacy governance and public trust
This discussion is essential for privacy, risk, and compliance professionals who want to ground their strategies in current data and prepare for what’s next in the privacy landscape.
Big Data Analytics Quick Research Guide by Arthur MorganArthur Morgan
This is a Quick Research Guide (QRG).
QRGs include the following:
- A brief, high-level overview of the QRG topic.
- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
- Artificial Intelligence QRG
- Quantum Computing QRG
- Big Data Analytics QRG
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at [email protected].
100% human made.
Dev Dives: Automate and orchestrate your processes with UiPath MaestroUiPathCommunity
This session is designed to equip developers with the skills needed to build mission-critical, end-to-end processes that seamlessly orchestrate agents, people, and robots.
📕 Here's what you can expect:
- Modeling: Build end-to-end processes using BPMN.
- Implementing: Integrate agentic tasks, RPA, APIs, and advanced decisioning into processes.
- Operating: Control process instances with rewind, replay, pause, and stop functions.
- Monitoring: Use dashboards and embedded analytics for real-time insights into process instances.
This webinar is a must-attend for developers looking to enhance their agentic automation skills and orchestrate robust, mission-critical processes.
👨🏫 Speaker:
Andrei Vintila, Principal Product Manager @UiPath
This session streamed live on April 29, 2025, 16:00 CET.
Check out all our upcoming Dev Dives sessions at https://community.uipath.com/dev-dives-automation-developer-2025/.
Complete Guide to Advanced Logistics Management Software in Riyadh.pdfSoftware Company
Explore the benefits and features of advanced logistics management software for businesses in Riyadh. This guide delves into the latest technologies, from real-time tracking and route optimization to warehouse management and inventory control, helping businesses streamline their logistics operations and reduce costs. Learn how implementing the right software solution can enhance efficiency, improve customer satisfaction, and provide a competitive edge in the growing logistics sector of Riyadh.
How Can I use the AI Hype in my Business Context?Daniel Lehner
𝙄𝙨 𝘼𝙄 𝙟𝙪𝙨𝙩 𝙝𝙮𝙥𝙚? 𝙊𝙧 𝙞𝙨 𝙞𝙩 𝙩𝙝𝙚 𝙜𝙖𝙢𝙚 𝙘𝙝𝙖𝙣𝙜𝙚𝙧 𝙮𝙤𝙪𝙧 𝙗𝙪𝙨𝙞𝙣𝙚𝙨𝙨 𝙣𝙚𝙚𝙙𝙨?
Everyone’s talking about AI but is anyone really using it to create real value?
Most companies want to leverage AI. Few know 𝗵𝗼𝘄.
✅ What exactly should you ask to find real AI opportunities?
✅ Which AI techniques actually fit your business?
✅ Is your data even ready for AI?
If you’re not sure, you’re not alone. This is a condensed version of the slides I presented at a Linkedin webinar for Tecnovy on 28.04.2025.
Linux Support for SMARC: How Toradex Empowers Embedded DevelopersToradex
Toradex brings robust Linux support to SMARC (Smart Mobility Architecture), ensuring high performance and long-term reliability for embedded applications. Here’s how:
• Optimized Torizon OS & Yocto Support – Toradex provides Torizon OS, a Debian-based easy-to-use platform, and Yocto BSPs for customized Linux images on SMARC modules.
• Seamless Integration with i.MX 8M Plus and i.MX 95 – Toradex SMARC solutions leverage NXP’s i.MX 8 M Plus and i.MX 95 SoCs, delivering power efficiency and AI-ready performance.
• Secure and Reliable – With Secure Boot, over-the-air (OTA) updates, and LTS kernel support, Toradex ensures industrial-grade security and longevity.
• Containerized Workflows for AI & IoT – Support for Docker, ROS, and real-time Linux enables scalable AI, ML, and IoT applications.
• Strong Ecosystem & Developer Support – Toradex offers comprehensive documentation, developer tools, and dedicated support, accelerating time-to-market.
With Toradex’s Linux support for SMARC, developers get a scalable, secure, and high-performance solution for industrial, medical, and AI-driven applications.
Do you have a specific project or application in mind where you're considering SMARC? We can help with Free Compatibility Check and help you with quick time-to-market
For more information: https://www.toradex.com/computer-on-modules/smarc-arm-family
Mobile App Development Company in Saudi ArabiaSteve Jonas
EmizenTech is a globally recognized software development company, proudly serving businesses since 2013. With over 11+ years of industry experience and a team of 200+ skilled professionals, we have successfully delivered 1200+ projects across various sectors. As a leading Mobile App Development Company In Saudi Arabia we offer end-to-end solutions for iOS, Android, and cross-platform applications. Our apps are known for their user-friendly interfaces, scalability, high performance, and strong security features. We tailor each mobile application to meet the unique needs of different industries, ensuring a seamless user experience. EmizenTech is committed to turning your vision into a powerful digital product that drives growth, innovation, and long-term success in the competitive mobile landscape of Saudi Arabia.
Special Meetup Edition - TDX Bengaluru Meetup #52.pptxshyamraj55
We’re bringing the TDX energy to our community with 2 power-packed sessions:
🛠️ Workshop: MuleSoft for Agentforce
Explore the new version of our hands-on workshop featuring the latest Topic Center and API Catalog updates.
📄 Talk: Power Up Document Processing
Dive into smart automation with MuleSoft IDP, NLP, and Einstein AI for intelligent document workflows.
What is Model Context Protocol(MCP) - The new technology for communication bw...Vishnu Singh Chundawat
The MCP (Model Context Protocol) is a framework designed to manage context and interaction within complex systems. This SlideShare presentation will provide a detailed overview of the MCP Model, its applications, and how it plays a crucial role in improving communication and decision-making in distributed systems. We will explore the key concepts behind the protocol, including the importance of context, data management, and how this model enhances system adaptability and responsiveness. Ideal for software developers, system architects, and IT professionals, this presentation will offer valuable insights into how the MCP Model can streamline workflows, improve efficiency, and create more intuitive systems for a wide range of use cases.
Semantic Cultivators : The Critical Future Role to Enable AIartmondano
By 2026, AI agents will consume 10x more enterprise data than humans, but with none of the contextual understanding that prevents catastrophic misinterpretations.