This document discusses using virtualization and containers to improve database deployments in development environments. It notes that traditional database deployments are slow, taking 85% of project time for creation and refreshes. Virtualization allows for more frequent releases by speeding up refresh times. The document discusses how virtualization engines can track database changes and provision new virtual databases in seconds from a source database. This allows developers and testers to self-service provision databases without involving DBAs. It also discusses how virtualization and containers can optimize database deployments in cloud environments by reducing storage usage and data transfers.
This one-hour presentation covers the tools and techniques for migrating SQL Server databases and data to Azure SQL DB or SQL Server on VM. Includes SSMA, DMA, DMS, and more.
Containers brought new approach for implementation of DevOps workflows. So our CEO, Ruslan Synytsky, devoted a speech to this topic during Madrid meetup and described in details how Java developers can get benefits from Docker containers in Jelastic Cloud.
This one-hour presentation covers the tools and techniques for migrating SQL Server databases and data to Azure SQL DB or SQL Server on VM. Includes SSMA, DMA, DMS, and more.
Containers brought new approach for implementation of DevOps workflows. So our CEO, Ruslan Synytsky, devoted a speech to this topic during Madrid meetup and described in details how Java developers can get benefits from Docker containers in Jelastic Cloud.
This presentation is for those of you who are interested in moving your on-prem SQL Server databases and servers to Azure virtual machines (VMâs) in the cloud so you can take advantage of all the benefits of being in the cloud. This is commonly referred to as a âlift and shiftâ as part of an Infrastructure-as-a-service (IaaS) solution. I will discuss the various Azure VM sizes and options, migration strategies, storage options, high availability (HA) and disaster recovery (DR) solutions, and best practices.
Data Con LA 2019 - Orchestration of Blue-Green deployment model with AWS Docu...Data Con LA
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With the rapid advancements in the cloud computing techniques and growing maturity of Infrastructure as Code (IaC) in the DevOps space, attaining a zero downtime while deploying the latest updates to the applications and databases, has become a new norm in the IT industry. Blue-Green deployment model is a DevOps technique which helps to achieve a zero downtime by seamlessly switching to new version(green) when it is fully ready while the original version (blue) is still running. Making duplicate copies of entire cloud infrastructure at a rapid pace is only possible when it is written as code, rather than manually configured. Terraform is a declarative programming language which helps in writing infrastructure as code.In this session -1.We will provision a new AWS VPC, public and private subnets and security groups using Terraform code.2. We will then create a Document DB cluster from scratch and create a new DB using snapshot, by running the Terraform.3. We will then demonstrate the creation of an AWS Fargate based ECS cluster using Terraform script and then run a java based micro service on it, that uses AWS Document DB as the NoSQL database. 4. We will then simulate the Blue Green deployment model by creating an AWS Lambda function which deploys the latest updates and rolls back to the older version with zero downtime.
Tech Talk Series, Part 3: Why is your CFO right to demand you scale down MySQL?Clustrix
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Many web businesses enjoy a spike in traffic at some point in the year. Whether it's Black Friday, the NFL draft day, or Motherâs Day, your app needs to be able to scale and capture customer value when it is most needed. Downtime is not an option.
For a database, that means having enough capacity to ensure transaction latency stays within acceptable limits. For high capacity apps using MySQL, this means you may need to deploy triple the normal capacity usage to sustain traffic for one day. But what do you do with that hardware for the rest of the year? Do you leave it idling? That unused capacity is costing you an arm and a leg, and wasted expenses make CFOs grumpy.
In Part 3 of our Tech Talk series, we discuss what the options are for scaling down MySQL, as well as explore answers to the following questions:
- How do I figure out the costs of not scaling down?
- How does ClustrixDB scale-down differently than MySQL?
- How real is elastically scaling in ClustrixDB? What are the catches?
View the webcast of this Tech Talk on our YouTube channel.
Azure + DataStax Enterprise (DSE) Powers Office365 Per User StoreDataStax Academy
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We will present our Office 365 use case scenarios, why we chose Cassandra + Spark, and walk through the architecture we chose for running DSE on Azure.
The presentation will feature demos on how you too can build similar applications.
Data Con LA 2019 - Patterns for Persistence and Streaming in Cloud Architectu...Data Con LA
Â
One of the most challenging aspects of cloud applications is selecting the right technologies for moving, store, and protect your data. What frameworks, tools and managed services will you select? Your choices include open source solutions, enterprise versions, and cloud service providers. Things only get more confusing when you realize that you might be one acquisition or business decision away from needing to provide a hybrid cloud or multi-cloud solution.In this talk we'll look specifically at: * the use of technologies for persisting and moving data in cloud applications * how the concept of "polyglot persistence" affects you* the proper usage of different styles of databases, caches, and streaming solutions* effective patterns for combining these technologies, using Apache Cassandra and Apache Kafka as examples
VMworld 2013: Virtualizing Databases: Doing IT Right VMworld
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VMworld 2013
Michael Corey, Ntirety, Inc
Jeff Szastak, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Machine learning services with SQL Server 2017Mark Tabladillo
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SQL Server 2017 introduces Machine Learning Services with two independent technologies: R and Python. The purpose of this presentation is 1) to describe major features of this technology for technology managers; 2) to outline use cases for architects; and 3) to provide demos for developers and data scientists.
Database Provisioning in EM12c: Provision me a Database Now!Maaz Anjum
Â
My presentation for Georgia Oracle User Group on December 12, 2013. In it, I discuss the Database Provisioning feature in Enterprise Manager 12c with an example of how I architected a solution by leveraging it.
Tech Talk Series, Part 2: Why is sharding not smart to do in MySQL?Clustrix
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At Clustrix, we think sharding is like stepping in quicksand. Once you make that step, you are stuck constantly maintaining it.
If you are trying to decide to shard or not to shard your MySQL database, or if you are just sick of living with sharding, give our webinar a listen. Weâll walk you through how to think about the problem at hand, and how to avoid getting mired in that quicksand down the road by answering these questions:
- Why do DBAs think sharding is the only end-game?
- What are the long-term costs of sharding?
- What is a better alternative to sharding MySQL?
- How real is it? Is it too good to be true?
View the webcast of this Tech Talk on our YouTube channel.
Presentation on Large Scale Data ManagementChris Bunch
Â
These are the slides for a presentation I recently gave at a seminar on Large Scale Data Management. The first half talks about the current state of affairs in the debate between MapReduce and parallel databases, while the second half focuses on two recent papers on virtual machine migration.
Manage Microservices & Fast Data Systems on One Platform w/ DC/OSMesosphere Inc.
Â
The application landscape inside our data center is changing: Along with the trend of moving toward microservices and containers, there are a number of new distributed data processing frameworks such as Kafka or Cassandra being released on a weekly basis. These changes have implications for the ways we think about infrastructure. With the growing need for computing power and the rise of distributed applications comes the need for a reliable and simple-use cluster manager and programming abstraction.
In this presentation, Mesosphere explains how to use DC/OS to manage microservices and fast data systems on a single platform. We will look at how container orchestration, including resource management and service management, can be streamlined to process fast data in a matter of seconds, allowing for predictive user interfaces, product recommendations, and billing charge back, among other modern app components.
Real World Modern Development Use Cases with RackHD and AdobeTimothy Gelter
Â
Adobe and the Dell EMC RackHD team provide an overview on how Adobe is modernizing their datacenters using public and private clouds enabled by infrastructure as code technologies to abstract their infrastructure for application deployments and improve operational efficiencies.
This presentation is for those of you who are interested in moving your on-prem SQL Server databases and servers to Azure virtual machines (VMâs) in the cloud so you can take advantage of all the benefits of being in the cloud. This is commonly referred to as a âlift and shiftâ as part of an Infrastructure-as-a-service (IaaS) solution. I will discuss the various Azure VM sizes and options, migration strategies, storage options, high availability (HA) and disaster recovery (DR) solutions, and best practices.
Data Con LA 2019 - Orchestration of Blue-Green deployment model with AWS Docu...Data Con LA
Â
With the rapid advancements in the cloud computing techniques and growing maturity of Infrastructure as Code (IaC) in the DevOps space, attaining a zero downtime while deploying the latest updates to the applications and databases, has become a new norm in the IT industry. Blue-Green deployment model is a DevOps technique which helps to achieve a zero downtime by seamlessly switching to new version(green) when it is fully ready while the original version (blue) is still running. Making duplicate copies of entire cloud infrastructure at a rapid pace is only possible when it is written as code, rather than manually configured. Terraform is a declarative programming language which helps in writing infrastructure as code.In this session -1.We will provision a new AWS VPC, public and private subnets and security groups using Terraform code.2. We will then create a Document DB cluster from scratch and create a new DB using snapshot, by running the Terraform.3. We will then demonstrate the creation of an AWS Fargate based ECS cluster using Terraform script and then run a java based micro service on it, that uses AWS Document DB as the NoSQL database. 4. We will then simulate the Blue Green deployment model by creating an AWS Lambda function which deploys the latest updates and rolls back to the older version with zero downtime.
Tech Talk Series, Part 3: Why is your CFO right to demand you scale down MySQL?Clustrix
Â
Many web businesses enjoy a spike in traffic at some point in the year. Whether it's Black Friday, the NFL draft day, or Motherâs Day, your app needs to be able to scale and capture customer value when it is most needed. Downtime is not an option.
For a database, that means having enough capacity to ensure transaction latency stays within acceptable limits. For high capacity apps using MySQL, this means you may need to deploy triple the normal capacity usage to sustain traffic for one day. But what do you do with that hardware for the rest of the year? Do you leave it idling? That unused capacity is costing you an arm and a leg, and wasted expenses make CFOs grumpy.
In Part 3 of our Tech Talk series, we discuss what the options are for scaling down MySQL, as well as explore answers to the following questions:
- How do I figure out the costs of not scaling down?
- How does ClustrixDB scale-down differently than MySQL?
- How real is elastically scaling in ClustrixDB? What are the catches?
View the webcast of this Tech Talk on our YouTube channel.
Azure + DataStax Enterprise (DSE) Powers Office365 Per User StoreDataStax Academy
Â
We will present our Office 365 use case scenarios, why we chose Cassandra + Spark, and walk through the architecture we chose for running DSE on Azure.
The presentation will feature demos on how you too can build similar applications.
Data Con LA 2019 - Patterns for Persistence and Streaming in Cloud Architectu...Data Con LA
Â
One of the most challenging aspects of cloud applications is selecting the right technologies for moving, store, and protect your data. What frameworks, tools and managed services will you select? Your choices include open source solutions, enterprise versions, and cloud service providers. Things only get more confusing when you realize that you might be one acquisition or business decision away from needing to provide a hybrid cloud or multi-cloud solution.In this talk we'll look specifically at: * the use of technologies for persisting and moving data in cloud applications * how the concept of "polyglot persistence" affects you* the proper usage of different styles of databases, caches, and streaming solutions* effective patterns for combining these technologies, using Apache Cassandra and Apache Kafka as examples
VMworld 2013: Virtualizing Databases: Doing IT Right VMworld
Â
VMworld 2013
Michael Corey, Ntirety, Inc
Jeff Szastak, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Machine learning services with SQL Server 2017Mark Tabladillo
Â
SQL Server 2017 introduces Machine Learning Services with two independent technologies: R and Python. The purpose of this presentation is 1) to describe major features of this technology for technology managers; 2) to outline use cases for architects; and 3) to provide demos for developers and data scientists.
Database Provisioning in EM12c: Provision me a Database Now!Maaz Anjum
Â
My presentation for Georgia Oracle User Group on December 12, 2013. In it, I discuss the Database Provisioning feature in Enterprise Manager 12c with an example of how I architected a solution by leveraging it.
Tech Talk Series, Part 2: Why is sharding not smart to do in MySQL?Clustrix
Â
At Clustrix, we think sharding is like stepping in quicksand. Once you make that step, you are stuck constantly maintaining it.
If you are trying to decide to shard or not to shard your MySQL database, or if you are just sick of living with sharding, give our webinar a listen. Weâll walk you through how to think about the problem at hand, and how to avoid getting mired in that quicksand down the road by answering these questions:
- Why do DBAs think sharding is the only end-game?
- What are the long-term costs of sharding?
- What is a better alternative to sharding MySQL?
- How real is it? Is it too good to be true?
View the webcast of this Tech Talk on our YouTube channel.
Presentation on Large Scale Data ManagementChris Bunch
Â
These are the slides for a presentation I recently gave at a seminar on Large Scale Data Management. The first half talks about the current state of affairs in the debate between MapReduce and parallel databases, while the second half focuses on two recent papers on virtual machine migration.
Manage Microservices & Fast Data Systems on One Platform w/ DC/OSMesosphere Inc.
Â
The application landscape inside our data center is changing: Along with the trend of moving toward microservices and containers, there are a number of new distributed data processing frameworks such as Kafka or Cassandra being released on a weekly basis. These changes have implications for the ways we think about infrastructure. With the growing need for computing power and the rise of distributed applications comes the need for a reliable and simple-use cluster manager and programming abstraction.
In this presentation, Mesosphere explains how to use DC/OS to manage microservices and fast data systems on a single platform. We will look at how container orchestration, including resource management and service management, can be streamlined to process fast data in a matter of seconds, allowing for predictive user interfaces, product recommendations, and billing charge back, among other modern app components.
Real World Modern Development Use Cases with RackHD and AdobeTimothy Gelter
Â
Adobe and the Dell EMC RackHD team provide an overview on how Adobe is modernizing their datacenters using public and private clouds enabled by infrastructure as code technologies to abstract their infrastructure for application deployments and improve operational efficiencies.
Managing ScaleIO as Software on Mesos - David vonThenen - Dell EMC World 2017{code} by Dell EMC
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Software can be complex, but it is a key part of modern data centers. {code}'s ScaleIO Framework for Apache Mesos is a storage framework that automates the complete lifecycle of the ScaleIO storage platform on top of commodity hardware. Moving storage to a framework reduces the complexity involved and transforms the operational approach. Watch how the Mesos framework simplifies all aspects of ScaleIO to provide storage for containerized applications.
Software can be complex, but it is a key part of modern data centers. {code}'s ScaleIO Framework for Apache Mesos is a storage framework that automates the complete lifecycle of the ScaleIO storage platform on top of commodity hardware. Moving storage to a framework reduces the complexity involved and transforms the operational approach. Watch how the Mesos framework simplifies all aspects of ScaleIO to provide storage for containerized applications.
Mesosphere and the Enterprise: Run Your Applications on Apache Mesos - Steve ...{code} by Dell EMC
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What do Apple, ADP, Netflix, eBay, Time Warner Cable, and UC Berkley have in common? All of them use Apache Mesos! Did you know {code} by Dell EMC contributed the first storage module to Apache Mesos? This session will examine Mesos architecture and will focus on how to use frameworks such as Marathon to deploy containerized applications. See how {code} by Dell EMC is integrating REX-Ray to provide stateful application support to the most battle-tested container platform.
The Rise of DataOps: Making Big Data Bite Size with DataOpsDelphix
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Kellyn Pot'Vin Gorman presented this talk on May 23, 2018 at Data Summit 2018. Database Trends & Applications covered her talk in the following article https://t.co/J6dk30iPkc
This are my keynote slides from SQL Saturday Oregon 2023 on AI and the Intersection of AI, Machine Learning and Economnic Challenges as a Technical Specialist
This is the second session of the learning pathway at PASS Summit 2019, which is still a stand alone session to teach you how to write proper Linux BASH scripts
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
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Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
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Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
Â
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Welcome to the first live UiPath Community Day Dubai! Join us for this unique occasion to meet our local and global UiPath Community and leaders. You will get a full view of the MEA region's automation landscape and the AI Powered automation technology capabilities of UiPath. Also, hosted by our local partners Marc Ellis, you will enjoy a half-day packed with industry insights and automation peers networking.
đ Curious on our agenda? Wait no more!
10:00 Welcome note - UiPath Community in Dubai
Lovely Sinha, UiPath Community Chapter Leader, UiPath MVPx3, Hyper-automation Consultant, First Abu Dhabi Bank
10:20 A UiPath cross-region MEA overview
Ashraf El Zarka, VP and Managing Director MEA, UiPath
10:35: Customer Success Journey
Deepthi Deepak, Head of Intelligent Automation CoE, First Abu Dhabi Bank
11:15 The UiPath approach to GenAI with our three principles: improve accuracy, supercharge productivity, and automate more
Boris Krumrey, Global VP, Automation Innovation, UiPath
12:15 To discover how Marc Ellis leverages tech-driven solutions in recruitment and managed services.
Brendan Lingam, Director of Sales and Business Development, Marc Ellis
Enhancing Performance with Globus and the Science DMZGlobus
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ESnet has led the way in helping national facilitiesâand many other institutions in the research communityâconfigure Science DMZs and troubleshoot network issues to maximize data transfer performance. In this talk we will present a summary of approaches and tips for getting the most out of your network infrastructure using Globus Connect Server.
Le nuove frontiere dell'AI nell'RPA con UiPath AutopilotâąUiPathCommunity
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In questo evento online gratuito, organizzato dalla Community Italiana di UiPath, potrai esplorare le nuove funzionalitĂ di Autopilot, il tool che integra l'Intelligenza Artificiale nei processi di sviluppo e utilizzo delle Automazioni.
đ Vedremo insieme alcuni esempi dell'utilizzo di Autopilot in diversi tool della Suite UiPath:
Autopilot per Studio Web
Autopilot per Studio
Autopilot per Apps
Clipboard AI
GenAI applicata alla Document Understanding
đšâđ«đšâđ» Speakers:
Stefano Negro, UiPath MVPx3, RPA Tech Lead @ BSP Consultant
Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
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Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
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Clients donât know what they donât know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clientsâ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
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In this second installment of our Essentials of Automations webinar series, weâll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
Weâll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether youâre tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Letâs turn complexity into clarity and make your workspaces work wonders!
The Metaverse and AI: how can decision-makers harness the Metaverse for their...Jen Stirrup
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The Metaverse is popularized in science fiction, and now it is becoming closer to being a part of our daily lives through the use of social media and shopping companies. How can businesses survive in a world where Artificial Intelligence is becoming the present as well as the future of technology, and how does the Metaverse fit into business strategy when futurist ideas are developing into reality at accelerated rates? How do we do this when our data isn't up to scratch? How can we move towards success with our data so we are set up for the Metaverse when it arrives?
How can you help your company evolve, adapt, and succeed using Artificial Intelligence and the Metaverse to stay ahead of the competition? What are the potential issues, complications, and benefits that these technologies could bring to us and our organizations? In this session, Jen Stirrup will explain how to start thinking about these technologies as an organisation.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
1002 IT Professionals from Infrastructure and related technologies
Only 82% were multi-cloud the year before
Hybrid was only 71% the year before
Only 1% of companies have no cloud strategies planned.
SaaS will be controlled, often by the original vendors that can lock customers into their cloud platform.
SAP = Hana. Azure = Microsoft, Linkedin, SlideshareâŠ. Oracle=EBS, Peoplesoft, OBIEE. Amazon is taking large chunks out of each.
Amazon and Azure own this race, but a price war could shake up the future of which cloud our data resides.
Almost 70% of the market is owned by Amazon and Microsoft- Azure doubles each year, up 93% in 2016, expected $20 billion for 2018
During Amazon S3 outage, it wasnât Azure or Oracle that benefited, but Google, which increased its business over 12% in just two days.
Over 80% of time is waiting for RDBMS, (relational databases) to be refreshed. Developers and Testers are waiting for data to do their primary functions.
This allows for faster and less costly migrations to the cloud, too.
If each deployment was packaged as a container, allowing different combinations, as needed for different tiers, to be developed, tested and released, as well as rolled back together, including data.
Without the developers knowledge or space usage for Flashback, backups to disk or tape recovery, what is the most common request?
Background processes, if multi-tenant, then youâll have the CDB with VDBs all virtual.
Redo logs are almost all of the local storage.
Recovery the data from the database, the app code, the unstructured data, everythingâŠ
DEMO!!!!!***********************
DEMO!!!!!**********
Using a database VDB as an exampleâŠ.
You can add as many as the engine can handle the resources for- storage is quite minimal per VDB.
This includes the ways your data loads and sends data, as well.
I can not only migrate these to a single cloud, but mulitple ones. Keep in mind- no matter how many of these environments I need, I can have a single gold copy on the cloud and âpointersâ, with VDB, projection to NFS mounts for structured/unstructured data, as well as applications. This saves considerably on cloud storage and the need to process data to multiple environments. Do it once, reuse it. Yet each is a read and write copy of the original gold copy.
Or does it shift the problem toward authentication and authorization?
Or does it shift the problem toward authentication and authorization?
Completely secured before it ever leave on-prem. The data can also be sent masked to unstructured or structured files, depending on the configuration, but obfuscated to ensure protection, non-reversible.