Database@Home - Data Driven Reference Architecture

•

1 like•85 views

This document discusses a presentation by Sanjay Goil on data-driven microservices. Sanjay leads product management for messaging and events data in the database at Oracle. The presentation will cover how microservices can become complex but can be simplified using the right persistence layer. It provides examples of how a modern mobile food delivery application could be built using microservices with a converged database for transactions, data, AI/ML. Upcoming sessions will cover the architecture of data-driven microservices with a converged database, Kubernetes and Helidon on Oracle Cloud.

Copyright © 2020, Oracle and/or its affiliates
Data-driven Microservices
Sanjay Goil
VP Product Management
Oracle Database
Starts at 9:30am ET

2 Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted [Date]
Sanjay Goil
VP Product Management
Sanjay Goil leads product management for
messaging and events data in the database, and
Microservices with the converged database
Sanjay has been at Oracle for 2+ years, and
previously has worked on HPC Systems,
Developer Tools, Big Data & AI platforms, Ad
Tech at Sun, Intel, HP/Autonomy, and 4CInsights
About your presenter:

3 Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted [Date]
Data-Driven Applications
Developers want to build
as
Microservices can become complex quickly,
but can be simplified,
(code, DevOps, performance, availability, security)
with the right persistence layer
Microservices

Open interfaces + Simplicity @ Cloud Scale
Copyright © 2019 Oracle and/or its affiliates.
OCI services + Helidon + Java + SQL + (JMS/Kafka) Event Queues + converged Oracle Database
In-Memory
Analytics
HyperscaleMultitenant
Machine
Learning
Blockchain
Cloud
Integration
{ }
JSON In-Memory
IoT
Spatial Graph
Persistent
Memory
Events
DATA PLATFORMAPP PLATFORM
MESSAGE APIS
TRANSACTIONS
Sagas & XA Engines

What are Microservices?
“loosely coupled service-oriented
architecture with bounded contexts.”
• Adrian Cockroft, while at Netflix
Copyright © 2019 Oracle and/or its affiliates.
If every service has to be updated at the same
time it’s not loosely coupled
If you know too much about the surrounding
services you don’t have a bounded context

Complexity of Lambda and Kappa
• Many technologies
• Multiple data stores
• Copy contagion
– Data copied many times
• Complex and difficult
to maintain
• Skill set is fragmented
6
Apache
Kafka
Web servers
Order service
API/Brokers
Mobile
IoT
Producers
Databases
Oracle
NoSQL
MySQL
GG Kafka
Connector
Mobile App1
Consumers
Search Portal
Ops Dashboards
Realtime
Analytics, Alerts
ML Model
Training
Analytic
Reports
Adhoc
Exploration
Hadoop data
lake
Vertica/Hive
Event and data streams
Pub/Sub
AWS S3
Mobile Platform
ELK Platform
Apache Flink
Transactions
Hadoop Stream Everything
A move from DB + DW à Special purpose databases ; Event hub ; Streaming data
Copyright © 2019 Oracle and/or its affiliates.

Web servers
Order service
API/Brokers
Mobile
IoT
Producers Consumers
Mobile Apps
Search Portal
Ops
Dashboards
Realtime
Analytics,
Alerts
ML Model
Training
Analytic
Reports
Adhoc
Exploration
Converged database
with
Event Queues
+
Managed
+
Cloud Scale
Transactions
7
• Microservices support
• Open interfaces
• Easy app building blocks &
APIs
• Less to learn, manage,
backup, upgrade, secure
• Self-managing with
Autonomous Database
Database Convergence Simplicity
OCI Object Store
Converged DB
JSON
Copyright © 2019 Oracle and/or its affiliates.
OCI Archive Store
Data + Events

A Modern Mobile Food Delivery Application
Copyright © 2019 Oracle and/or its affiliates.
“GrubDash”
order inventory
delivery
Transactions
Data
AI/ML
Source: Doordash
Copyright © 2019 Oracle and/or its affiliates.

9
GrubDash
Architecture
Today’s talks:
Copyright © 2019 Oracle and/or its affiliates.
https://oracle.github.io/learning-library/developer-library/microservices-with-converged-db/
Initial hands-on-labs are available at

10 Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted [Date]
Coming up at 10am ET…
Data-driven Microservices
Architecture with
Converged Database,
Kubernetes and Helidon on
Oracle Cloud
with
Paul Parkinson &
Kuassi Mensah &
Martin Schmitter
Breaktime!
Please complete the feedback
form for the previous session
Join us on the Database@Home
slack channel for more
conversations and to answer
your questions on the database
and labs
https://bit.ly/dbhome-slack
The Future is Data-driven Microservices

This document discusses whether and how to build microservices. It includes: 1) Presentations by Sanjay Goil, VP of Product Management at Oracle, and Paul Parkinson, Cloud Platform Dev Lead at Oracle on microservices and building a sample microservices application. 2) Recommendations from Oracle ACEs Guido and Rolando on microservices approaches and modernizing existing SOA architectures for microservices. 3) A discussion of how a converged database can simplify building microservices by supporting messaging, multiple data types, and cloud services. 4) A demo of building a microservices application for a food delivery app using technologies like Helidon and a converged database.

Database@Home - Data Driven : Loading, Indexing, and Searching with Text and ...

Tammy Bednar

Database@Home : The Future is Data Driven

Tammy Bednar

These slides were presented during the Database@Home : Data-Driven Apps event. This session will discuss the importance of data to an organisation and the need to build applications where the value within that data can easily be exploited. To achieve that aim we need to start building applications that benefit from the flexibility of new development paradigms but don't create artificial barriers of complexity that stop us from easily responding to change within our organisations.

Database@Home : Data Driven Apps : Core-dev or Low Code UI

Tammy Bednar

There’s more than one approach to creating apps these days – knowing the options and how to choose one is critical. Low-code frameworks take a top-down approach, which can reduce complexity and development time significantly. On the other hand, core-dev frameworks are a better choice when control over every aspect of an app is essential. In this session, attendees will be introduced to a low-code framework (APEX) and a core-dev one (JET) to see how the approaches and results differ.

#dbhouseparty - Spatial Technologies - @Home and Everywhere Else on the Map

Tammy Bednar

Database@Home : Data Driven Apps - Data-driven Microservices Architecture wit...

Tammy Bednar

This talk provides an architecture overview of data-centric microservices illustrated with an example application. The following Microservices concepts are illustrated - domain driven design, event-driven services, Saga transactions, Application tracing and Health monitoring with different microservices using a variety of data types supported in the database - business data, documents, spatial, graph, and events. A running example of a mobile food delivery application (called GrubDash) is used, with a hands-on-lab that is available for attendees to work through on the Oracle Cloud after these sessions. The rest of the talks will build upon this Microservices architecture framework.

Top 20 FAQs on the Autonomous Database

Sandesh Rao

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.

Database Cloud Services Office Hours : Oracle sharding hyperscale globally d...

Tammy Bednar

The converged Oracle Database lets you store, manage, and query location information. Built-in SQL, REST, Java, and JavaScript APIs with JSON let you analyze addresses, GPS coordinates, coverage areas, territories and other geographic information. The first half of the session will describe the rich set of spatial analysis and spatial application development features of the database. The second half will be a case study of how these features are used in a Marketing Analytics platform that helps identify prospective customers and provide a compelling customer experience.

Hybrid Cloud Keynote

gcamarda

- CIOs need to improve data center operations and support new workloads while reducing costs. They must embrace both evolutionary and transformative approaches like virtualization, private cloud, and public cloud. - Cloud adoption is increasing, both in external public clouds and internal private clouds. Hybrid cloud approaches that leverage both internal and external options are becoming standard. - Oracle provides integrated private and public cloud solutions from chips to cloud, allowing workloads to move seamlessly between on-premise and public cloud deployments.

Biwa summit 2015 oaa oracle data miner hands on lab

Charlie Berger

AutoML - Heralding a New Era of Machine Learning - CASOUG Oct 2021

Sandesh Rao

The document discusses Oracle Machine Learning (OML) services on Oracle Autonomous Database. It provides an overview of the OML services REST API, which allows storing and deploying machine learning models. It enables scoring of models using REST endpoints for application integration. The API supports classification/regression of ONNX models from libraries like Scikit-learn and TensorFlow. It also provides cognitive text capabilities like topic discovery, keywords, sentiment analysis and text summarization.

Db2 analytics accelerator on ibm integrated analytics system technical over...

Daniel Martin

Oracle Cloud Infrastructure (OCI)

emmajones88

Oracle Cloud Infrastructure (OCI) provides computing power and services for running cloud native applications and workloads. It offers autonomous services, integrated security, and performance. OCI delivers compute, storage, networking and other services globally. Key features include automated services using AI/ML, lower costs than AWS, and easy migration of Oracle applications from on-premises. OCI also includes analytics services like Oracle Analytics Cloud for data visualization and insights.

Oracle NoSQL Database -- Big Data Bellevue Meetup - 02-18-15

Dave Segleau

The document is a presentation on NoSQL databases given by Dave Segleau, Director of Product Management at Oracle. It discusses why organizations use NoSQL databases, provides an overview of Oracle NoSQL Database including its features and architecture. It also covers common use cases for NoSQL databases in industries like finance, manufacturing, and telecom. Finally, it discusses some of the challenges of using NoSQL databases and how Oracle NoSQL Database addresses issues of scalability, reliability and manageability.

Autonomous Database Explained

Neagu Alexandru Cristian

The document discusses Oracle Autonomous Database and provides an agenda for a presentation. The agenda includes: 1. An overview of what Autonomous Database is and how it provides self-driving, self-securing, and self-repairing capabilities. 2. Key use cases for Autonomous Transaction Processing such as for transactional applications and mixed workloads. 3. How Autonomous Database can be used with microservices architectures. 4. Use cases for Autonomous Data Warehouse such as for data marts, warehouses, sandboxes, and machine learning. 5. How Autonomous Data Warehouse integrates with Oracle Analytics Cloud. 6. A demonstration of getting hands-on with

Oracle Autonomous Database for Developers

Tércio Costa

This document introduces Tércio Costa, an Oracle DBA and ACE member who is an expert on Oracle Autonomous Database. It lists his credentials and certifications. It then briefly discusses the Oracle ACE program membership tiers and its global community of over 500 technical experts. Finally, it mentions some of the key services provided by Oracle Autonomous Database such as provisioning, scaling, management, security, data protection, and optimization.

Oracle RAC 19c with Standard Edition (SE) 2 - Support Update

Markus Michalewicz

Novinky ve světě Oracle DB a koncept konvergované databáze

MarketingArrowECS_CZ

This document discusses Oracle Database 19c and the concept of a converged database. It begins with an overview of new features in Oracle Database 19c, including direct upgrade paths, new in-memory capabilities, and improvements to multitenant architecture. It then discusses the concept of a converged database that can support multiple data types and workloads within a single database compared to using separate single-purpose databases. The document argues that a converged database approach avoids issues with data consistency, security, availability and manageability between separate databases. It notes Oracle Database's support for transactions, analytics, machine learning, IoT and other workloads within a single database. The document concludes with an overview of Oracle Database Performance Health Checks.

Oracle RAC 19c and Later - Best Practices #OOWLON

Markus Michalewicz

Oracle Cloud – Application Performance Monitoring

MarketingArrowECS_CZ

What to Expect From Oracle database 19c

Maria Colgan

Oracle NoSQL Database release 3.0 overview

Dave Segleau

Microservices Patterns with GoldenGate

Jeffrey T. Pollock

Deep-dive into Microservices Patterns with Replication and Stream Analytics Target Audience: Microservices and Data Architects This is an informational presentation about microservices event patterns, GoldenGate event replication, and event stream processing with Oracle Stream Analytics. This session will discuss some of the challenges of working with data in a microservices architecture (MA), and how the emerging concept of a “Data Mesh” can go hand-in-hand to improve microservices-based data management patterns. You may have already heard about common microservices patterns like CQRS, Saga, Event Sourcing and Transaction Outbox; we’ll share how GoldenGate can simplify these patterns while also bringing stronger data consistency to your microservice integrations. We will also discuss how complex event processing (CEP) and stream processing can be used with event-driven MA for operational and analytical use cases. Business pressures for modernization and digital transformation drive demand for rapid, flexible DevOps, which microservices address, but also for data-driven Analytics, Machine Learning and Data Lakes which is where data management tech really shines. Join us for this presentation where we take a deep look at the intersection of microservice design patterns and modern data integration tech.

Oracle GoldenGate

oracleonthebrain

Oracle GoldenGate is the leading real-time data integration software provider in the industry - customers include 3 of the top 5 commercial banks, 3 of the top 3 busiest ATM networks, and 4 of the top 5 telecommunications providers. Oracle GoldenGate moves transactional data in real-time across heterogeneous database, hardware and operating systems with minimal impact. The software platform captures, routes, and delivers data in real time, enabling organizations to maintain continuous uptime for critical applications during planned and unplanned outages. Additionally, it moves data from transaction processing environments to read-only reporting databases and analytical applications for accurate, timely reporting and improved business intelligence for the enterprise.

Oracle databáze - zkonsolidovat, ochránit a ještě ušetřit! (1. část)

MarketingArrowECS_CZ

Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)

Rittman Analytics

Oracle Data Integration Platform is a cornerstone for big data solutions that provides five core capabilities: business continuity, data movement, data transformation, data governance, and streaming data handling. It includes eight core products that can operate in the cloud or on-premise, and is considered the most innovative in areas like real-time/streaming integration and extract-load-transform capabilities with big data technologies. The platform offers a comprehensive architecture covering key areas like data ingestion, preparation, streaming integration, parallel connectivity, and governance.

A practical introduction to Oracle NoSQL Database - OOW2014

Anuj Sahni

Building Cloud Native Applications with Oracle Autonomous Database.

Oracle Developers

This document discusses building cloud native applications with Oracle Autonomous Database. It provides an overview of: 1) The evolution of computing and development from monolithic to cloud native applications. 2) The challenges of managing databases with microservices, and how Oracle Autonomous Database can serve as a single database for all development needs. 3) How to build, deploy, and manage cloud native applications using Oracle Cloud Infrastructure services like the Container Engine for Kubernetes, Functions, and the Autonomous Transaction Processing database.

Cloud Made Easy - August 2017

Franco Ucci

Oracle Cloud is the industry’s broadest and most integrated public cloud. It offers best-in-class services across software as a service (SaaS), platform as a service (PaaS), and infrastructure as a service (IaaS), and even lets you put Oracle Cloud in your own data center. Oracle Cloud helps organizations drive innovation and business transformation by increasing business agility, lowering costs, and reducing IT complexity. This Presentation has a focus on both IAAS and PAAS.

What's hot

Database@Home - Maps and Spatial Analyses: How to use them

Tammy Bednar

Hybrid Cloud Keynote

gcamarda

Biwa summit 2015 oaa oracle data miner hands on lab

Charlie Berger

AutoML - Heralding a New Era of Machine Learning - CASOUG Oct 2021

Sandesh Rao

Db2 analytics accelerator on ibm integrated analytics system technical over...

Daniel Martin

Oracle Cloud Infrastructure (OCI)

emmajones88

Oracle NoSQL Database -- Big Data Bellevue Meetup - 02-18-15

Dave Segleau

Autonomous Database Explained

Neagu Alexandru Cristian

Oracle Autonomous Database for Developers

Tércio Costa

Oracle RAC 19c with Standard Edition (SE) 2 - Support Update

Markus Michalewicz

Novinky ve světě Oracle DB a koncept konvergované databáze

MarketingArrowECS_CZ

Oracle RAC 19c and Later - Best Practices #OOWLON

Markus Michalewicz

Oracle Cloud – Application Performance Monitoring

MarketingArrowECS_CZ

What to Expect From Oracle database 19c

Maria Colgan

Oracle NoSQL Database release 3.0 overview

Dave Segleau

Microservices Patterns with GoldenGate

Jeffrey T. Pollock

Oracle GoldenGate

oracleonthebrain

Oracle databáze - zkonsolidovat, ochránit a ještě ušetřit! (1. část)

MarketingArrowECS_CZ

Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)

Rittman Analytics

A practical introduction to Oracle NoSQL Database - OOW2014

Anuj Sahni

What's hot (20)

Database@Home - Maps and Spatial Analyses: How to use them

Hybrid Cloud Keynote

Biwa summit 2015 oaa oracle data miner hands on lab

AutoML - Heralding a New Era of Machine Learning - CASOUG Oct 2021

Db2 analytics accelerator on ibm integrated analytics system technical over...

Oracle Cloud Infrastructure (OCI)

Oracle NoSQL Database -- Big Data Bellevue Meetup - 02-18-15

Autonomous Database Explained

Oracle Autonomous Database for Developers

Oracle RAC 19c with Standard Edition (SE) 2 - Support Update

Novinky ve světě Oracle DB a koncept konvergované databáze

Oracle RAC 19c and Later - Best Practices #OOWLON

Oracle Cloud – Application Performance Monitoring

What to Expect From Oracle database 19c

Oracle NoSQL Database release 3.0 overview

Microservices Patterns with GoldenGate

Oracle GoldenGate

Oracle databáze - zkonsolidovat, ochránit a ještě ušetřit! (1. část)

Data Integration for Big Data (OOW 2016, Co-Presented With Oracle)

A practical introduction to Oracle NoSQL Database - OOW2014

Similar to Database@Home - Data Driven Reference Architecture

Building Cloud Native Applications with Oracle Autonomous Database.

Oracle Developers

Cloud Made Easy - August 2017

Franco Ucci

MySQL day Dublin - OCI & Application Development

Henry J. Kröger

Cloud in Action

Franco Ucci

Digital Reinvention by NRB

William Poos

How to reinvent your organization in an iterative and pragmatic way? This is the result of using our digital toolbox. It allows you to transform your business model, expand your ecosystem by setting up your digital platform. This reinvention is also supported by the adaptation of your governance allowing you to innovate while guaranteeing the performance of your organization. For any information / suggestion / collaboration - william.poos@nrb.be Comment réinventer votre organisation de manière itérative et pragmatique ? C'est le résultat de l'utilisation de notre boîte à outils digitale. Elle vous permet de transformer votre modèle métier, d'étendre votre écosystème en mettant en place votre plateforme digitale. Cette réinvention est également supportée par l'adaptation de votre gouvernance vous permettant d'innover tout en garantissant la performance de votre organisation. Pour toute information / suggestion / collaboration - william.poos@nrb.be

Systems Advantage Forum : Autonomous DB e DBaaS

Riccardo Romani

The document discusses Oracle's strategy for building an "Innovative, Secured, and Unified Data Platform" through a strategic journey involving standardization, consolidation, delivering services as a service, and evolving to autonomous capabilities. The objectives are to simplify IT, make it more efficient, deliver services with self-driving automation, and support agile innovation. This will be achieved through capabilities like database consolidation, security features, high availability, and eventually autonomous databases that are self-securing, self-driving, and self-repairing. Significant benefits for IT operations productivity and infrastructure costs are projected.

Cloud Innovation Tour - Design Track

LaurenWendler

This document provides an agenda and information for the IBM Cloud Tour Design Track on hybrid cloud infrastructure choices. The agenda includes lightning talks on various hybrid cloud topics, roundtable discussions, and demos. Several IBM experts are listed as presenting on topics like hybrid cloud infrastructure choices, building cloud object storage, starting an API journey, and managing hybrid deployments. The document promotes IBM Cloud as providing choices to meet varied app and data needs with security, cognitive solutions, powerful data/analytics, hybrid integration, DevOps productivity, and consistency across options. It encourages attendees to provide feedback and continue discussions at the roundtables and demos.

EBS Upgrade to Oracle Cloud Platform

Fumiko Yamashita

The document provides an overview of the benefits of upgrading an existing E-Business Suite Financials environment to Oracle E-Business Suite Release 12.2.5 and hosting it on Oracle Cloud. It discusses how this allows organizations to maximize the value of their current E-Business Suite implementation while taking advantage of Oracle fully managing and supporting the environment in Oracle Cloud. The presentation agenda is then outlined, covering the latest information from OOW 2015 on EBS 12.2.5, benefits of hosting EBS on Oracle Cloud Platform, new features in 12.2.5 for modern user experience and mobility, and functional advancements.

D-DAY 2015 Hybrid Cloud IBM

DEVOPS D-DAY

This document discusses IBM's Bluemix platform as a service and how it can be used to deploy and manage Docker containers in a hybrid cloud environment. Bluemix provides tools for building, deploying, and scaling containerized applications using Docker images stored in public or private image registries. It also offers integration with services, runtimes, and tools to support full application lifecycles from development to production using a DevOps approach.

On24 oracle-machine-learning-platform-12-feb-2020-webcast

Till Huber

The document outlines Oracle's comprehensive machine learning platform. It discusses challenges in building and operationalizing machine learning models and accessing data. It then describes Oracle's approach to providing machine learning tools and platforms, including Oracle Machine Learning, Oracle Cloud Infrastructure Data Science, and support for third party machine learning tools on Oracle Cloud Infrastructure. The platform aims to provide more simplicity, time, and results for customers working with machine learning.

Simplify DevOps with Microservices and Mobile Backends.pptx

ssuser5faa791

This document discusses simplifying DevOps with microservices and mobile backends. It introduces Oracle's Backend for Spring Boot platform, which provides a unified backend for developing apps using Kubernetes, containers, and the Oracle database. The platform offers developer tools, platform services, and integration with the Oracle database. It also discusses managing transactions across microservices using sagas and Oracle's Transaction Manager. The presentation concludes by inviting attendees to try out building a sample banking application in the provided hands-on lab.

[AWS Dev Day] 기조연설 – Olivier Klein AWS 신기술 부문 책임자, 정성권 삼성전자 수석

Amazon Web Services Korea

The document discusses how machine learning and artificial intelligence are enabling rapid innovation through experimentation. It notes that innovation requires the ability to conduct many experiments without suffering major consequences from failed experiments. The document outlines how modern application design approaches like microservices lower the cost of experimentation by reducing the impact of changes. It also discusses how serverless architectures allow companies to focus on business value rather than infrastructure management. Overall, the document advocates for a distributed, data-centric approach to software development enabled by machine learning and artificial intelligence.

How to Build Continuous Ingestion for the Internet of Things

Cloudera, Inc.

The Internet of Things is moving into the mainstream and this new world of data-driven products is transforming a vast number of industry sectors and technologies. However, IoT creates a new challenge: how to build and operationalize continual data ingestion from such a wide and ever-changing array of endpoints so that the data arrives consumption-ready and can drive analysis and action within the business. In this webinar, Sean Anderson from Cloudera and Kirit Busu, Director of Product Management at StreamSets, will discuss Hadoop's ecosystem and IoT capabilities and provide advice about common patterns and best practices. Using specific examples, they will demonstrate how to build and run end-to-end IOT data flows using StreamSets and Cloudera infrastructure.

IBM Smarter Analytics

Adrian Turcu

IBM is committed to big data and analytics. It has made large acquisitions and investments in this area, with over 1000 developers focused on big data technology. IBM views open source technologies like Hadoop, Spark, and the Open Data Platform initiative as the base for its software and solutions. It is also investing in making big data more accessible through familiar tools, technical standards, new analytics capabilities, and open source innovation.

Dev ops

Vikram Singh

The document discusses digital transformation with Red Hat hybrid cloud. It begins by outlining some common business pain points and challenges around technical debt, digitalization, time to market, and return on investment. It then covers key technology trends like cloud-native applications, AI/ML, IoT, blockchain, and more. The rest of the document focuses on how Red Hat's portfolio, including OpenShift and middleware solutions, can help customers address these trends and challenges as part of their digital transformation journey by enabling new application development approaches, modernizing infrastructure, and optimizing processes.

Webinar future dataintegration-datamesh-and-goldengatekafka

Jeffrey T. Pollock

The Future of Data Integration: Data Mesh, and a Special Deep Dive into Stream Processing with GoldenGate, Apache Kafka and Apache Spark. This video is a replay of a Live Webinar hosted on 03/19/2020. Join us for a timely 45min webinar to see our take on the future of Data Integration. As the global industry shift towards the “Fourth Industrial Revolution” continues, outmoded styles of centralized batch processing and ETL tooling continue to be replaced by realtime, streaming, microservices and distributed data architecture patterns. This webinar will start with a brief look at the macro-trends happening around distributed data management and how that affects Data Integration. Next, we’ll discuss the event-driven integrations provided by GoldenGate Big Data, and continue with a deep-dive into some essential patterns we see when replicating Database change events into Apache Kafka. In this deep-dive we will explain how to effectively deal with issues like Transaction Consistency, Table/Topic Mappings, managing the DB Change Stream, and various Deployment Topologies to consider. Finally, we’ll wrap up with a brief look into how Stream Processing will help to empower modern Data Integration by supplying realtime data transformations, time-series analytics, and embedded Machine Learning from within data pipelines. GoldenGate: https://www.oracle.com/middleware/tec... Webinar Speaker: Jeff Pollock, VP Product (https://www.linkedin.com/in/jtpollock/)

Cloud Con 2015 - Integration & Web APIs

SnapLogic

In this webinar, we talk with experts from Integration Developer News about the SnapLogic Elastic Integration Platform and adoption trends for iPaaS in the enterprise. During the discussion, we address cloud application adoption challenges and 5 signs you need better cloud integration, including struggles with the "Integrator's Dilemma" and segregated integration. To learn more, visit: www.snaplogic.com/connect-faster

Soa12c launch 1 overview cr

Vasily Demin

The document outlines the agenda for an SOA 12c Launch event taking place on September 23, 2014. It includes a schedule of presentations on topics like SOA 12c integration capabilities in the cloud, mobile solutions, and the Internet of Things. Presenters will discuss new SOA 12c products and features, automation of business processes with BPM 12c, development on SOA 12c and transitioning to the new version.

Software Defined IT @ Evento SOIEL Roma 6 Aprile 2017

Riccardo Romani

Oracle espone il concetto del "virtuous circle" del nostro integrated cloud : noi per primi mettiamo in pratica la value proposition dei sistemi ingegnerizzati per costruire i nostri cloud datacenters, oltre che i datacenter dei nostri clienti. Da questa contaminazione, nasce innovazione a valore che si puo' concretizzare con il lancio di nuovi rivoluzionari sistemi come Oracle Clodu Machine o con una ulteriore evoluzione di nostri sistemi flagship come Exadata o la Private Cloud Appliance, che di fatto costituiscono l'offerta Application Software Defined IT.

Comprehensive Guide for Microsoft Fabric to Master Data Analytics

Sparity1

Similar to Database@Home - Data Driven Reference Architecture (20)

Building Cloud Native Applications with Oracle Autonomous Database.

Cloud Made Easy - August 2017

MySQL day Dublin - OCI & Application Development

Cloud in Action

Digital Reinvention by NRB

Systems Advantage Forum : Autonomous DB e DBaaS

Cloud Innovation Tour - Design Track

EBS Upgrade to Oracle Cloud Platform

D-DAY 2015 Hybrid Cloud IBM

On24 oracle-machine-learning-platform-12-feb-2020-webcast

Simplify DevOps with Microservices and Mobile Backends.pptx

[AWS Dev Day] 기조연설 – Olivier Klein AWS 신기술 부문 책임자, 정성권 삼성전자 수석

How to Build Continuous Ingestion for the Internet of Things

IBM Smarter Analytics

Dev ops

Webinar future dataintegration-datamesh-and-goldengatekafka

Cloud Con 2015 - Integration & Web APIs

Soa12c launch 1 overview cr

Software Defined IT @ Evento SOIEL Roma 6 Aprile 2017

Comprehensive Guide for Microsoft Fabric to Master Data Analytics

More from Tammy Bednar

Spotlight private dns-oraclecloudservices

Tammy Bednar

The document discusses using Oracle Cloud Infrastructure's (OCI) private DNS to access databases with custom domain names. It provides two use cases: 1) accessing an Autonomous Database shared instance from a remote region using a private endpoint, and 2) accessing an Exadata Cloud Service using a custom domain name instead of the default domain. It explains how to set up a private DNS resolver, private view, and custom zone to enable private hostname resolution within the virtual cloud network (VCN) using custom domain names.

#dbhouseparty - Graph Technologies - More than just Social (Distancing) Networks

Tammy Bednar

This document discusses graph technologies and Oracle's graph offerings. It begins with introductions of the presenters and an overview of the topics to be covered, including what graphs are, typical use cases, Oracle's graph technologies, and graph modeling. Examples of using graphs to analyze fraudulent money transfers and visualizing graphs are provided. The document also compares the PGQL graph query language to SQL and shows how to create and populate a property graph in Oracle. It outlines Oracle's graph features and provides helpful links for more information.

#dbhouseparty - Using Oracle’s Converged “AI” Database to Pick a Good but Ine...

Tammy Bednar

#dbhouseparty - Real World Problem Solving with SQL

Tammy Bednar

This document discusses using SQL to solve real-world problems. It introduces the presenters Kim Berg Hansen and Chris Saxon. The document then provides examples of using analytic functions in SQL to calculate sales forecasts, remaining stock, and time to zero stock. It also demonstrates using analytic functions to find optimal stock picking routes and count children in a hierarchical dataset. The document emphasizes that SQL can be used to efficiently solve complex business problems.

DBCS Office Hours - Modernization through Migration

Tammy Bednar

Speakers: Kiran Tailor - Cloud Migration Director, Oracle Kevin Lief – Partnership and Alliances Manager - (EMEA), Advanced Modernisation of mainframe and other legacy systems allows organizations to capitalise on existing assets as they move toward more agile, cost-effective and open technology environments. Do you have legacy applications and databases that you could modernise with Oracle, allowing you to apply cutting edge technologies, like machine learning, or BI for deeper insights about customers or products? Come to this webcast to learn about all this and how Advanced can help to get you on the path to modernisation. AskTOM Office Hours offers free, open Q&A sessions with Oracle Database experts. Join us to get answers to all your questions about Oracle Database Cloud Service.

Database Cloud Services Office Hours - 0421 - Migrate AWS to OCI

Tammy Bednar

More from Tammy Bednar (6)

Spotlight private dns-oraclecloudservices

#dbhouseparty - Graph Technologies - More than just Social (Distancing) Networks

#dbhouseparty - Using Oracle’s Converged “AI” Database to Pick a Good but Ine...

#dbhouseparty - Real World Problem Solving with SQL

DBCS Office Hours - Modernization through Migration

Database Cloud Services Office Hours - 0421 - Migrate AWS to OCI

Recently uploaded

Programming Foundation Models with DSPy - Meetup Slides

Zilliz

Introduction of Cybersecurity with OSS at Code Europe 2024

Hiroshi SHIBATA

I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems. The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS. Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application. I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.

Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...

Jeffrey Haguewood

Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows. We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases. This video focuses on integration of Salesforce with Bonterra Impact Management. Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.

“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...

Edge AI and Vision Alliance

For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/ Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit. In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing. van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.

Monitoring and Managing Anomaly Detection on OpenShift.pdf

Tosin Akinosho

Monitoring and Managing Anomaly Detection on OpenShift Overview Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices. Key Topics Covered 1. Introduction to Anomaly Detection - Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems. 2. Understanding Edge (IoT) - Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source. 3. What is ArgoCD? - Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices. 4. Deployment Using ArgoCD for Edge Devices - Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD. 5. Introduction to Apache Kafka and S3 - Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions. 6. Viewing Kafka Messages in the Data Lake - Learn how to view and analyze Kafka messages stored in a data lake for better insights. 7. What is Prometheus? - Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices. 8. Monitoring Application Metrics with Prometheus - Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system. 9. What is Camel K? - Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes. 10. Configuring Camel K Integrations for Data Pipelines - Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow. 11. What is a Jupyter Notebook? - Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text. 12. Jupyter Notebooks with Code Examples - Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.

National Security Agency - NSA mobile device best practices

Quotidiano Piemontese

Best 20 SEO Techniques To Improve Website Visibility In SERP

Pixlogix Infotech

20240607 QFM018 Elixir Reading List May 2024

Matthew Sinclair

UI5 Controls simplified - UI5con2024 presentation

Wouter Lemaire

Project Management Semester Long Project - Acuity

jpupo2018

Acuity is an innovative learning app designed to transform the way you engage with knowledge. Powered by AI technology, Acuity takes complex topics and distills them into concise, interactive summaries that are easy to read & understand. Whether you're exploring the depths of quantum mechanics or seeking insight into historical events, Acuity provides the key information you need without the burden of lengthy texts.

Columbus Data & Analytics Wednesdays - June 2024

Jason Packer

How to use Firebase Data Connect For Flutter

Daiki Mogmet Ito

Choosing The Best AWS Service For Your Website + API.pptx

Brandon Minnick, MBA

Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API? Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose? Which one is cheapest? Which one is fastest? Which one will scale to meet our needs? Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!

5th LF Energy Power Grid Model Meet-up Slides

DanBrown980551

5th Power Grid Model Meet-up It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology. Power Grid Model The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services. Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability. Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization. What to expect For the upcoming meetup we are organizing, we have an exciting lineup of activities planned: -Insightful presentations covering two practical applications of the Power Grid Model. -An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024. -An interactive brainstorming session to discuss and propose new feature requests. -An opportunity to connect with fellow Power Grid Model enthusiasts and users.

Cosa hanno in comune un mattoncino Lego e la backdoor XZ?

Speck&Tech

ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune. Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile. BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).

GenAI Pilot Implementation in the organizations

kumardaparthi1024

Artificial Intelligence for XMLDevelopment

Octavian Nadolu

In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject. We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup. Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved. The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring. The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise. By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.

Energy Efficient Video Encoding for Cloud and Edge Computing Instances

Alpen-Adria-Universität

How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf

Chart Kalyan

Recommendation System using RAG Architecture

fredae14

Recently uploaded (20)

Programming Foundation Models with DSPy - Meetup Slides

Introduction of Cybersecurity with OSS at Code Europe 2024

Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...

“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...

Monitoring and Managing Anomaly Detection on OpenShift.pdf

National Security Agency - NSA mobile device best practices

Best 20 SEO Techniques To Improve Website Visibility In SERP

20240607 QFM018 Elixir Reading List May 2024

UI5 Controls simplified - UI5con2024 presentation

Project Management Semester Long Project - Acuity

Columbus Data & Analytics Wednesdays - June 2024

How to use Firebase Data Connect For Flutter

Choosing The Best AWS Service For Your Website + API.pptx

5th LF Energy Power Grid Model Meet-up Slides

Cosa hanno in comune un mattoncino Lego e la backdoor XZ?

GenAI Pilot Implementation in the organizations

Artificial Intelligence for XMLDevelopment

Energy Efficient Video Encoding for Cloud and Edge Computing Instances

How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf

Recommendation System using RAG Architecture

Database@Home - Data Driven Reference Architecture

2. 2 Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted [Date] Sanjay Goil VP Product Management Sanjay Goil leads product management for messaging and events data in the database, and Microservices with the converged database Sanjay has been at Oracle for 2+ years, and previously has worked on HPC Systems, Developer Tools, Big Data & AI platforms, Ad Tech at Sun, Intel, HP/Autonomy, and 4CInsights About your presenter:

3. 3 Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted [Date] Data-Driven Applications Developers want to build as Microservices can become complex quickly, but can be simplified, (code, DevOps, performance, availability, security) with the right persistence layer Microservices

4. Open interfaces + Simplicity @ Cloud Scale Copyright © 2019 Oracle and/or its affiliates. OCI services + Helidon + Java + SQL + (JMS/Kafka) Event Queues + converged Oracle Database In-Memory Analytics HyperscaleMultitenant Machine Learning Blockchain Cloud Integration { } JSON In-Memory IoT Spatial Graph Persistent Memory Events DATA PLATFORMAPP PLATFORM MESSAGE APIS TRANSACTIONS Sagas & XA Engines

5. What are Microservices? “loosely coupled service-oriented architecture with bounded contexts.” • Adrian Cockroft, while at Netflix Copyright © 2019 Oracle and/or its affiliates. If every service has to be updated at the same time it’s not loosely coupled If you know too much about the surrounding services you don’t have a bounded context

6. Complexity of Lambda and Kappa • Many technologies • Multiple data stores • Copy contagion – Data copied many times • Complex and difficult to maintain • Skill set is fragmented 6 Apache Kafka Web servers Order service API/Brokers Mobile IoT Producers Databases Oracle NoSQL MySQL GG Kafka Connector Mobile App1 Consumers Search Portal Ops Dashboards Realtime Analytics, Alerts ML Model Training Analytic Reports Adhoc Exploration Hadoop data lake Vertica/Hive Event and data streams Pub/Sub AWS S3 Mobile Platform ELK Platform Apache Flink Transactions Hadoop Stream Everything A move from DB + DW à Special purpose databases ; Event hub ; Streaming data Copyright © 2019 Oracle and/or its affiliates.

7. Web servers Order service API/Brokers Mobile IoT Producers Consumers Mobile Apps Search Portal Ops Dashboards Realtime Analytics, Alerts ML Model Training Analytic Reports Adhoc Exploration Converged database with Event Queues + Managed + Cloud Scale Transactions 7 • Microservices support • Open interfaces • Easy app building blocks & APIs • Less to learn, manage, backup, upgrade, secure • Self-managing with Autonomous Database Database Convergence Simplicity OCI Object Store Converged DB JSON Copyright © 2019 Oracle and/or its affiliates. OCI Archive Store Data + Events

8. A Modern Mobile Food Delivery Application Copyright © 2019 Oracle and/or its affiliates. “GrubDash” order inventory delivery Transactions Data AI/ML Source: Doordash Copyright © 2019 Oracle and/or its affiliates.

9. 9 GrubDash Architecture Today’s talks: Copyright © 2019 Oracle and/or its affiliates. https://oracle.github.io/learning-library/developer-library/microservices-with-converged-db/ Initial hands-on-labs are available at

10. 10 Copyright © 2020, Oracle and/or its affiliates | Confidential: Internal/Restricted/Highly Restricted [Date] Coming up at 10am ET… Data-driven Microservices Architecture with Converged Database, Kubernetes and Helidon on Oracle Cloud with Paul Parkinson & Kuassi Mensah & Martin Schmitter Breaktime! Please complete the feedback form for the previous session Join us on the Database@Home slack channel for more conversations and to answer your questions on the database and labs https://bit.ly/dbhome-slack The Future is Data-driven Microservices

Database@Home - Data Driven Reference Architecture

Recommended

Recommended

More Related Content

What's hot

What's hot (20)

Similar to Database@Home - Data Driven Reference Architecture

Similar to Database@Home - Data Driven Reference Architecture (20)

More from Tammy Bednar

More from Tammy Bednar (6)

Recently uploaded

Recently uploaded (20)

Database@Home - Data Driven Reference Architecture