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C5050-384 - IBM Cloud Platform Application Development v2 - BrainDump Information

Vendor Name : IBM
Exam Code : C5050-384
Exam Name : IBM Cloud Platform Application Development v2
Questions and Answers : 56 Q & A
Updated On : January 17, 2019
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C5050-384 exam Dumps Source : IBM Cloud Platform Application Development v2

Test Code : C5050-384
Test Name : IBM Cloud Platform Application Development v2
Vendor Name : IBM
Q&A : 56 Real Questions

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IBM IBM Cloud Platform Application

IBM Cloud Storage: Product Overview and insight | killexams.com Real Questions and Pass4sure dumps

See the whole record of cloud storage suppliers

final analysis:

in the cloud storage market, IBM is often notion of operating in the back of leaders like AWS and Azure. nevertheless, IBM Storage has a positive recognition as being designed for scale, with a focus on sturdiness and resiliency. So groups that are expecting their advanced storage needs to develop abruptly can be certain that IBM, with its considerable substances, will haven't any problem assembly better demand.

additionally, patrons will improvement from IBM Storage's rich community of partnerships. The enterprise has greater than 70 partnerships with business ISVs in areas of content material distribution, analytics, data administration, archiving, backup and cloud storage gateways. This items an array of tools that can benefits any number of corporations, with an outstanding array of capabilities work situations.

still, those groups that could be the superior fit for IBM Storage are corporations which are already doing company with IBM. here is due to expertise considerations around interoperability: the best possible software/workload fit should be with IBM-designed items.

enterprise Description:

IBM is a U.S.-primarily based leader in IT. It offers hardware, utility, storage and a multitude of capabilities from cloud-primarily based to analytics. it's publicly traded. IBM received these cloud storage capabilities from the acquisition of Cleversafe a number of years back. clients include Bitly, Dreamstime, prime research, OhioHealth, and ENI.

carrier Description:

IBM has two object storage structures:

  • IBM Cloud Object Storage (COS) is according to know-how obtained from Cleversafe. it's the main object storage service accessible within the IBM Cloud. It presents the skill to shop, control and access your records via a self-service portal and RESTful APIs. COS offers flexibility through storage tiers to support range workloads. multiple resiliency alternatives suit workloads with availability zones and pass regional offerings.
  • IBM Cloud Block Storage: Flash-backed, durable, persistent iSCSI-based mostly block storage to be used with virtual servers and naked metal. Block storage gives consistent efficiency with low latency, customizable IOPS alternatives to satisfy workload requirements.
  • IBM Cloud File Storage: long lasting, excessive performing NFS-based file shares up to 12TB with customizable IOPS.
  • places:

    Its simple locations are: U.S. (Dallas, Texas; San Jose, California; and Washington D.C.), ecu (Frankfurt, Milan and Amsterdam) and Asia/Pacific (Seoul, Hong Kong and Tokyo). additionally, it has centers in super Britain, Amsterdam, India, Melbourne, Toronto and two U.S. federal facilities.

    Storage category:

    File, Object, and block.

    Differentiator:

    IBM offers block and file storage with 48,000 IOPS and designed for the enterprise. COS has native built-in excessive-pace file switch capabilities, with no charge on ingress.

    Implementation:

    After growing an IBM Cloud Platform account, which you could provision a brand new carrier instance with just just a few steps. certainly, here's a a smartly described method with an obtainable user interface. 

    https://o1.qnsr.com/log/p.gif?;n=203;c=204655441;s=10655;x=7936;f=201806121857000;u=j;z=TIMESTAMP;a=20400372;e=i

    On the block aspect this system may also be a bit extra advanced. One methods supervisor spoke of ease of deployment may be better.

    facts switch:

    Objects of as much as 200 MB can also be transferred the use of an internet-based console. guide for greater object sizes and more advantageous efficiency (counting on network elements) is provided through Aspera high-pace transfer. different transfer tools or a COS API can be used for facts transfer. IBM additionally has numerous statistics migration services.

    efficiency:

    IBM block and file storage gives as much as forty eight,000 IOPS.

    Availability/SLA:

    Infrastructure availability SLA is as much as ninety nine.ninety five% is accessible reckoning on the category of storage.

    Technical help:

    Gartner purchasers highlight the remarkable degree of technical aid (self-aid, social media, telephone, tickets and chat) all through IBM COS implementation and migration periods. IBM provides documentation and 24/7 help in Cantonese, English, French, German, Italian, eastern, Korean, Portuguese and Spanish.

    “The guide and sales teams have at all times long gone out their way to not most effective assist with our initial adoption, but to be certain the product became meeting our future needs as neatly,” pointed out a methods architect within the functions business.

    protection:

    most effective the bucket and object house owners have entry to the service illustration they create. COS supports user authentication to access data. that you can use entry manage mechanisms such as bucket policies to selectively grant permissions to clients and functions. you could securely upload/down load data to IBM Cloud Object Storage by the use of SSL endpoints the usage of the HTTPS protocol.

    records at relaxation is encrypted with automatic server-side superior Encryption average (AES) 256-bit encryption and relaxed Hash Algorithm (SHA)-256 hash. facts in action is secured by using constructed-in, carrier-grade Transport Layer safety/comfy Sockets Layer (TLS/SSL) encryption.

    Storage management:

    A dashboard offers entry to: getting started suggestions, buckets, endpoint, provider credentials, connections, utilization particulars, and their chosen plan. in addition, counsel with managing complicated configurations is attainable from IBM Cloud Managed features.

    Markets and Use instances:

    IBM’s candy spot is the commercial enterprise consumer and mid-market trying to find enterprise performance elements. Use cases consist of

    backup, archive, disaster recovery capabilities, and analytics support.

    Pricing for capability.

    Block Storage can also be bought with two pricing fashions: per GB when provisioned with endurance IOPs tiers, or per GB + per IOP when provisioned with custom performance IOPS. persistence IOP tier Pricing: IOPS Tier cost 0.25 IOPS/GB $0.10/GB 2 IOPS/GB $0.20/GB 4 IOPS/GB $0.35/GB 10 IOPS/GB $0.fifty eight/GB

    performance customized IOPS Pricing:

    $0.10/GB + $0.07/IOP

    seller

    IBM

    areas

    US, Germany, Italy, Netherlands, Hong Kong, South Korea, Japan, exquisite Britain, India, Canada, Australia.

    Storage class

    File, block, object

    Differentiator

    high efficiency block and file storage

    performance

    48,000 IOPS

    Availability

    ninety nine.95%

    Gartner MQ score

    niche

    Pricing

    10 cents/GB


    IBM pronounces Cloud-based community Platform for Cyber security applications | killexams.com Real Questions and Pass4sure dumps

    IBM safety hook up with allow Open requisites-based Collaboration on AI Platform Backed with the aid of greater than a Dozen organizations

    CAMBRIDGE, Mass., Oct. 15, 2018 /PRNewswire/ -- IBM (NYSE: IBM) today announced a brand new cloud-based neighborhood platform for cyber security functions. IBM security connect is the first security cloud platform constructed on open federated technologies, with AI at its core, to research safety information across up to now unconnected tools and environments. 

    IBM organisation emblem. (PRNewsFoto/IBM organisation) (PRNewsFoto/) (PRNewsfoto/IBM)

    extra

    An IBM analysis of purchasers' environments found that on common, cybersecurity teams are the use of over eighty diverse security products from 40 different carriers. Our research additionally suggests lower than 20 % of the facets in these on-premise tools are used and can now not provide the results shoppers predict due to integration and complexity challenges.  

    by integrating protection facts from IBM protection products with an ecosystem of protection providers, customers, and business companions, IBM protection join is designed to support enrich efficiency and collaboration as groups safeguard in opposition t cybercrime. IBM safety join will allow users to follow laptop gaining knowledge of and AI, including Watson for Cyber safety, for evaluation to assist them determine threats or risks and improve the efficacy and effectivity of chance detection and response. clients can design and installation new custom-made and complete options to tackle security consequences, similar to SOC Operations workflows or Digital believe. 

    IBM security connect will lengthen the rich set of capabilities from IBM's safety products, via strong integration capabilities to connect facts, purposes and equipment from an ecosystem of vendors, made viable by the cloud.   

    "The increase of cybersecurity technology and records combined with a turning out to be skills shortage is developing an sudden degree of complexity for security groups," observed Marc van Zadelhoff, accepted manager, IBM protection. "Leveraging the vigour of the cloud, we can now compile equipment, records and americans devoid of expensive customization and integration projects. records federation through IBM safety connect helps give safety experts elevated security visibility and effectivity without the hassle of migrating facts or overly advanced product integrations."

    a brand new, Open approach to Cloud protection

    IBM security connect will aid address some of the biggest safety challenges today by way of open requirements, which could help pave the style toward collaborative innovation. as it is built on open standards, it could possibly aid organizations build exciting microservices, improve new safety purposes, combine existing safety options, and leverage data from open shared features. 

    Key features consist of: Open security data integration features for sharing and normalizing risk intelligence, federated statistics looking throughout on-premise and cloud statistics repositories and safety solutions, and precise-time sharing of security alerts/hobbies and insights that may also be leveraged through any app or answer integrated with the platform. 

    IBM protection connect will turn into the home of IBM's existing safety App exchange and all IBM safety applications built on a platform powered by means of IBM Cloud, however thoroughly appropriate with different cloud providers.  IBM security will additionally champion the introduction of latest open standards in burgeoning areas such because the sharing of response playbooks and analytics patterns and may actively put money into establishing new open supply tasks that align with these efforts.

    Story continues

    IBM protection's commitment to openness also skill that many current open security and protocol specifications are leveraged all over the platform, equivalent to STIX™ (Structured possibility information eXpression) and TAXII™ (relied on computerized change of Indicator suggestions). The IBM security task STIX-Shifter, which is publicly attainable on GitHub, consists of an open supply library which allows for software to hook up with products that residence data repositories the use of STIX Patterning, and return effects as STIX Observations.  the usage of these open requirements for connecting to any statistics supply mixed with IBM safety's already effective safety analytics and incident response capabilities helps valued clientele to gain broader visibility and notice threats and risks that had been in any other case overlooked as a result of disconnected records throughout complicated hybrid environments. 

    IBM protection connect's initial set of functions and functions will permit users to right now connect with distinctive protection items or records repositories to instantly federate facts for the intention of prioritizing and responding to threats. This progressive method of federating information allows for purchasers to depart their facts where it is, as adversarial to building costly statistics lakes, that can complicate or outright prevent safety records analysis.

    IBM safety join will also be an essential component of IBM safety capabilities choices each as a customer and a contributor of new innovation; together with developments in voice-enabled AI, computing device studying for protection probability scoring, international danger analytics, orchestration playbooks and mobile-enabled MSS applications.  IBM security functions will leverage the open vigour of IBM security hook up with enhance deep and beneficial integrations across its partner ecosystem to deliver stronger price for its global consumers.

    Addressing Complexity in Cybersecurity Operations

    Designed to convey "group-driven" safety recommendations, IBM safety join will operate as an open platform with an open development neighborhood.  As a part of brand new announcement, a significant number of know-how partners and world equipment integrators together with Cisco, Capgemini, Carbon Black, verify point, CrowdStrike, EY, ForeScout, Forcepoint, Fortinet, McAfee, Qualys, Smarttech, Symantec, Tenable, trend Micro, and VMware have dedicated to integrating with IBM security join in order to help deliver better statistics sharing throughout safety providers for our joint customers.  lots of these providers will additionally make contributions to building built-in functions on IBM security join.  IBM already has a whole bunch of pre-built apps constructed through IBM and partners obtainable by way of the IBM safety App change for integrating on the product degree. once available, these additional integrations will be built into IBM safety join within months of launch, widening the reach of the platform to help manage compliance and tackle threats.

    for instance, one of the vital first solutions being established by means of consumers will focal point on hazard Operations Workflow. This solution is designed to empower security analysts to proactively establish, investigate, and reply to their most critical threats from a single, cloud-primarily based answer. threat Operations Workflow integrates seamlessly via open connectors to QRadar (each on-premise or cloud), in addition to different SIEMs and endpoint solutions. via leveraging open SDKs, different security information ponds or lakes corresponding to Hadoop, and element safety products can be supported to provide a federated view and workflow for safety analysts throughout up to now unintegrated and siloed products.    

    in-built advantage and potential

    With the well-documented knowledge challenge the security business is facing, IBM safety join will additionally characteristic digitized expertise from IBM's four,000+ international protection practitioners to deliver most excellent practices and counsel on a way to put into effect security and possibility management techniques. The pre-built-in apps allow clients to create effortless-to-use commonplace workflows across multiple functions, so teams can center of attention on solving safety issues instead of struggling to combine dozens of protection products. additionally, IBM security has committed 50 builders towards development of the community, where security practitioners can collaborate and share integrations.

    IBM safety connect is designed to make gaining access to IBM X-drive protection services potential even simpler for shoppers in any respect ranges; together with choices and advantage in X-force red protection checking out, Managed safety functions and Incident Response services.

    IBM protection join is expected to be accessible in 1Q 2019.

    About IBM protection 

    IBM security offers one of the vital advanced and built-in portfolios of enterprise safety products and capabilities. The portfolio, supported by world-well known IBM X-force® research, makes it possible for agencies to with ease manage chance and protect towards emerging threats. IBM operates probably the most world's broadest safety research, construction and beginning businesses, monitors 60 billion security routine per day in more than one hundred thirty countries, and has been granted more than eight,000 protection patents worldwide. For greater advice, please check www.ibm.com/security, comply with IBMSecurity on Twitter or seek advice from the IBM safety Intelligence weblog. 

    CONTACT: Dillon Townsel dillon.townsel@ibm.com 512-571-3455

    View original content to down load multimedia:http://www.prnewswire.com/information-releases/ibm-broadcasts-cloud-primarily based-neighborhood-platform-for-cyber-protection-functions-300730681.html


    IBM and Robin systems Announce a Joint solution for the Containerized IBM Db2 Warehouse on Robin Cloud Platform | killexams.com Real Questions and Pass4sure dumps

    March 20, 2018 09:00 ET | source: Robin methods

    SAN JOSE, Calif., March 20, 2018 (GLOBE NEWSWIRE) -- Robin programs, the simplest container-based software-defined Infrastructure (ADI) utility issuer, these days announced widespread availability of IBM Db2 Warehouse on Robin Cloud Platform. The containerized IBM Db2 Warehouse answer atop Robin Cloud Platform simplifies packaging and distribution to facilitate a true load-and-go data warehouse in a hybrid cloud architecture. 

    Robin Cloud Platform now has the broadest support of enterprise facts Apps in the market and is the best solution that lets you share resources throughout distinct functions and users while guaranteeing efficiency isolation. Robin is also the only answer that slashes deployment, in addition to administration times from days to minutes. IBM® Db2 Warehouse (previously dashDB™ local) runs optimally using Robin Cloud Platform powered via and for container technology.  Packaging, portability and agility are constructed into the joint offering, showcasing how an information warehouse may also be modernized and optimized with the aid of leveraging Robin’s utility-defined Infrastructure (ADI).

    “Porting and modernizing an already high-quality analytics answer to use container technology is unique and units a excessive bar for different stateful records-heavy use circumstances in the hunt for modernization alternate options. Our journey shows situations the place purchasers store as much as 50% on the number of nodes, in addition to gain enormously greater agility through blazing quickly deployments down from weeks and days to minutes, all while guaranteeing efficiency (IOPS) in a shared multi-tenant ambiance,” pointed out Premal Buch, Robin techniques CEO.

    Robin Cloud Platform is a container-based mostly pure utility solution that sits between the application and the infrastructure and permits 1-click on application workflows for the person by means of letting the purposes auto-configure storage, compute and networking throughout on-premise and cloud-based environments. It has rest APIs and hooks to interface with the relaxation of the ecosystem and requires no alterations to the purposes.

    “IBM® Db2 Warehouse (previously dashDB™ local) runs optimally the use of Robin Cloud Platform powered via and for container technology. Porting and modernizing an already extraordinary analytics answer to contemporary virtualization using containers is unique information and is clearly encouraging for other use cases exploring alternate options for quite a few stateful facts-defined apps.” greater from the IBM group about IBM Db2 Warehouse on Robin Cloud Platform.

    The IBM® Db2 Warehouse is a terrific solution in circumstances the place manage of statistics ought to be maintained in a multitenant ambiance or cloud like vogue. IBM® Db2 Warehouse and its application described architecture makes it viable to maximize the useful resource pool usage along with the in-memory processing capability to carry extraordinarily fast effects in addition to deliver vastly parallel processing (MPP) to aid scale out and scale up as demand changes.

    Robin Cloud Platform is perfectly poised to kit and optimize IBM® Db2 Warehouse with a simplistic method to containerize, package and optimize deployments. instant advantages additionally consist of quick time to market and the ensuing cost mark downs. The potential to define once and run anyplace is useful within the hybrid-cloud ambiance.

    Robin additionally presents a 5-Day Free Trial version (FE) of it’s enterprise version on AWS and a free fully featured neighborhood version (CE) of its Cloud Platform for enterprise Databases, massive-data and NoSQL.

    Get Free path version (FE) or community version (EE).

    About Robin SystemsRobin transforms the manner commercial enterprise functions power the infrastructure through bringing collectively intention-constructed container-mindful block storage with an software-mindful supervisor into the cloud (inner most and/or public). This demonstrates enjoyable advantages to distributed, clustered and stateful applications together with huge-facts and Databases. With a crew that includes industry veterans from leading commercial enterprise technology organizations such as NetApp, Oracle, and Veritas, Robin seeks to disrupt the $20 billion-plus virtualization market with its container-based compute and storage platform application that supplies superior efficiency bigger consolidation and a tons less complicated application lifecycle administration than average hypervisor-based virtualization. headquartered in 2013, the San Jose California-primarily based business has raised greater than $27 million in mission funding from main traders such as Clear Ventures, DN Capital, USAA, and Hasso Plattner Ventures and CloudScale Capital partners.

    website: www.RobinSystems.comTwitter: twitter.com/RobinSystemsLinkedIn: www.linkedin.com/enterprise/robin-systemsFacebook: www.facebook.com/RobinSystems

    Robin techniques, the Robin programs brand and Robin Cloud Platform for enterprise applications and application-to-Spindle pleasant of provider assure are emblems or registered logos of Robin systems, Inc., and are included through trademark laws of the united states and different jurisdictions. All different product and enterprise names are trademarks or registered trademarks of their respective businesses.

    Media Contact for Robin SystemsAndrea Corry(925) 640-5482press@robinsystems.com




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    SoftLayer IaaS v2.1 Manager Now Available for the Ensim Automation Suite | killexams.com real questions and Pass4sure dumps

    Enables Service Providers to Expand Their IaaS Offering Portfolio With a Complete Quote to Cash Process

    SAN JOSE, CA--(Marketwired - Mar 15, 2016) - Ensim Corporation, a leading provider of an end-to-end platform for monetizing any offering with marketplace, subscription management, service catalog, provisioning, usage collection, and billing for service providers, MSPs, and enterprises, today announced the availability of a major update to their integrated solution with IBM Cloud / SoftLayer. The integration with the Ensim Automation Suite enables complete customer life-cycle management with full usage collection, rating, payment, and billing.

    The Ensim Automation Suite enables the complete quote to cash process, from the initial order configuration, quote, approval process, notifications, deployment, and usage tracking, to billing and payment for the full array of SoftLayer offerings. Providers can bundle with 100s of other XaaS applications that are pre-integrated with the Ensim Automation Suite for monthly, yearly, or flexible subscription and payment plans. Single sign-on directly via the Ensim portal to the SoftLayer administrative console ensures ease of management, while automated usage collection ensures accounts are always in sync and accurate. Delegated administration portals enable simplified and automated user and administrator self-service at all levels (customer, agent, reseller, service provider).

    "The development of Ensim Service Manager for IBM Cloud / SoftLayer enables providers to expand their IaaS offering portfolio and bundling a variety of add-on services, while effectively maintaining business objectives and enforcing policy requirements," said David Wippich, CEO, Ensim. "Ensim is proud to offer a comprehensive platform that enables providers to offer, bundle and differentiate the SoftLayer offerings from a single portal."

    Ensim Automation Suite and Ensim SoftLayer IaaS Manager v2.1 Key Features:

  • Cloud Marketplace with Catalog, Quoting, Ordering
  • Channel enablement for Resellers and Agents
  • Integration to all SoftLayer Datacenter locations
  • Virtual machine management: Create, Start, Stop, Clone, Edit
  • Create and Assign Administrators
  • Bi-directional sync of User accounts
  • Detailed usage collection and reports with parameter details
  • Accurate Invoicing and Cost of Goods reconciliation
  • "Service Providers looking to offer IaaS now have the option of deploying an on-premise virtual machine management platform (Microsoft, VMware or OpenStack) or can leverage SoftLayer's cloud based IaaS platform to meet the demands of their customers," said William Fellows, Research Vice President of 451 Research. "The Ensim Automation Suite offers Private, Public and Hybrid IaaS management from a single portal and provides robust end-to-end ordering, provisioning, and billing all through a single pane of glass."

    About Ensim Ensim provides an end-to-end platform for marketplace, storefront, subscription management, service catalog, ticketing, provisioning, usage collection, and billing management with self-service portals for users, organizations, and channels. Monetize and manage any offering such as business applications, infrastructure, cloud brokerage, as well as SaaS, IaaS and ITaaS. The Ensim Automation Suite is ready-to-launch as an on-premise or cloud based solution; can integrate with any existing back office environment; and is available in both multi-tenant and dedicated versions to meet service provider and enterprise requirements. For additional information, visit http://www.ensim.com

    About SoftLayer SoftLayer, an IBM Company, provides cloud infrastructure as a service from a growing number of data centers and network points of presence around the world. Customers range from Web startups to global enterprises. Products and services include bare metal and virtual servers, networking, turnkey big data solutions, private cloud solutions, and more. Unique advantages include the industry's first Network-Within-a-Network topology for true out-of-band access, and an easy-to-use customer portal and robust API for full remote-access of all product and service management options. SoftLayer was founded in 2005 and is headquartered in Dallas, Texas. SoftLayer was acquired by IBM in July, 2013. For additional information, visit http://www.softlayer.com


    The Apache Software Foundation Announces Apache® jclouds™ v2.0 | killexams.com real questions and Pass4sure dumps

    November 15, 2016 06:00 ET | Source: The Apache Software Foundation

    Forest Hill, MD, Nov. 15, 2016 (GLOBE NEWSWIRE) -- The Apache Software Foundation (ASF), the all-volunteer developers, stewards, and incubators of more than 350 Open Source projects and initiatives, announced today the availability of Apache® jclouds™ v2.0, the Java multi-cloud toolkit.

    Apache jclouds gives users the freedom to create applications that are portable across clouds while providing full control to use cloud-specific features. As a cloud-agnostic library, jclouds enables developers to access a variety of supported cloud providers using one API.

    "Apache jclouds 2.0 represents a significant milestone for the project" said Ignasi Barrera, Vice President of Apache jclouds. "We are proud to support all major cloud providers in the marketplace with a mature, stable, codebase that is ready for production."

    jclouds entered the Apache Incubator in April 2013 and graduated as a Top-Level Project (TLP) in October of the same year. The Apache jclouds 2.0 release is the 11th release as a TLP and the consolidation of the project, with more than 13K commits (1K in the last release) made by more than 250 contributors (35 new last year).

    Under The HoodApache jclouds 2.0 features include:

  • Wider compatibility with the Guava and Guice libraries.
  • Configuration of arbitrary hardware values in the compute abstraction.
  • Support for new cloud providers such as Microsoft Azure Resource Manager, ProfitBricks v3, OneAndOne and Backblaze B2.
  • Better integration with OSGi and Apache Karaf.
  • Numerous bug fixes and performance improvements.
  • Apache jclouds is used by Abiquo, Adobe, CloudBees, Cloudify, Cloudsoft, Mesosphere, and RedHat, among many others. In addition, jclouds is supported by cloud companies and communities such as Amazon Web Services, Backblaze B2, Apache CloudStack, Docker, Google Cloud Platform, Microsoft Azure, OpenStack, Rackspace, and many more.

    "Abiquo, as the creator of the leading commercial cloud management platform, relies on jclouds to give our customers the agility they need," said Ian Finlay, CEO of Abiquo. "Using jclouds and our plugin architecture we have been able to deliver support for new cloud providers and features demanded by our customers in days or weeks rather than months. This approach ensures that our service provider and enterprise customers can bring together the cloud providers they need to deliver a great hybrid cloud solution to their customers."

    "Apache jclouds provides Cloudsoft AMP with a layer of abstraction across clouds allowing Cloudsoft AMP to model, deploy and manage applications in line with our customers’ requirements," said Duncan Johnston-Watt, Founder and CEO of Cloudsoft. "Many of our customers have multi-cloud application strategies and need rapid support for target locations as these emerge. I’m pleased to see support Microsoft Azure Resource Manager and improvements for OpenStack (Mitaka) and IBM cloud targets."

    "We are very proud of our achievement and welcome contributions that help grow the Apache jclouds community, including joining our mailing lists and submitting feedback, use cases, bug reports, patches, and documentation," added Barrera.

    Availability and OversightApache jclouds software is released under the Apache License v2.0 and is overseen by a self-selected team of active contributors to the project. A Project Management Committee (PMC) guides the Project's day-to-day operations, including community development and product releases. For downloads, release notes, documentation, and more information on Apache jclouds, visit http://jclouds.apache.org/ and https://twitter.com/jclouds

    Get Involved!Apache jclouds welcomes contribution and community participation through mailing lists, an IRC channel, as well as attending face-to-face MeetUps, developer trainings, and user events. Those wishing to get involved in the project can find out more at http://jclouds.apache.org/community/

    About The Apache Software Foundation (ASF)Established in 1999, the all-volunteer Foundation oversees more than 350 leading Open Source projects, including Apache HTTP Server --the world's most popular Web server software. Through the ASF's meritocratic process known as "The Apache Way," more than 550 individual Members and 5,300 Committers successfully collaborate to develop freely available enterprise-grade software, benefiting millions of users worldwide: thousands of software solutions are distributed under the Apache License; and the community actively participates in ASF mailing lists, mentoring initiatives, and ApacheCon, the Foundation's official user conference, trainings, and expo. The ASF is a US 501(c)(3) charitable organization, funded by individual donations and corporate sponsors including Alibaba Cloud Computing, ARM, Bloomberg, Budget Direct, Capital One, Cerner, Cloudera, Comcast, Confluent, Facebook, Google, Hortonworks, HP, Huawei, IBM, InMotion Hosting, iSigma, LeaseWeb, Microsoft, OPDi, PhoenixNAP, Pivotal, Private Internet Access, Produban, Red Hat, Serenata Flowers, WANdisco, and Yahoo. For more information, visit http://www.apache.org/ and https://twitter.com/TheASF

    © The Apache Software Foundation. "Apache", "jclouds", "Apache jclouds", and "ApacheCon" are registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. All other brands and trademarks are the property of their respective owners.

    # # #

    Sally Khudairi Vice President The Apache Software Foundation +1 617 921 8656

    How to Choose a Video AI Platform and Evaluate its Results | killexams.com real questions and Pass4sure dumps

    How to Choose a Video AI Platform and Evaluate its Results

    Meet the big four players in the video artificial intelligence space, then learn how they can speed up time-consuming tasks like generating metadata or creating transcriptions.

    Learn more about the companies mentioned in this article in the Sourcebook:

    Why is artificial intelligence (AI) a buzzword right now? The more video content we create, the larger our media libraries get. We only have a limited amount of humans on our staff to ingest that media, process it, and add metadata tags to it.

    Our organizations need help making this content more searchable so we can get some more ROI on our content. Let’s say you work for a surveillance firm, and you have 24/7 feeds running on 10 cameras or 100 cameras. You may not be able to get enough human help to search that media, but you could get AI help.

    On the audio side, there’s great demand for transcription, and there are closed-caption mandates and translation needs as well. We don’t all have translators on staff, but if we have AI translation in our system, even an imperfect translation will help a lot.

    The Big Four

    There are four key players in video AI: Amazon Web Services (AWS), Google Cloud, IBM Watson Media, and Microsoft Azure’s Video Indexer. Each has numerous services.

    The four core services that AWS has for AI are Rekognition, for computer vision and adding deep learning-based visual search and image classification; Comprehend, which tries to understand sentiment and what’s going on within the language; Transcribe, which converts audio to text files; and Translate.

    The Google Cloud platform features Video Intelligence, Natural Language API, Speech-to-Text, and the Translation API.

    IBM Watson Media is AI for media workflow and video processing, but the big difference between IBM’s platform and the others is that it requires breaking the video into individual segments. The three products created under the banner of Watson Media are Video Recommendations, Captioning (speech-to-text), and Video Enrichment (computer vision).

    The fourth is Microsoft Azure, aka Video Indexer. To access Microsoft’s cognitive and indexing features, go to videoindexer.ai, where there’s a cool user interface you can log into and upload videos to, and start getting AI-generated metadata right away for free.

    This article will look at these platforms and services in terms of four main features: face/object/scene recognition, sentiment analysis, surveillance, and transcription/translation. When choosing a platform, keep in mind that it’s all about the use case. All four platforms return JSON (JavaScript Object Notation) data, so there’s nothing stopping you from using all of them if you want to. You can see a demo of a custom app that my company, RealEyes Media, built on top of AWS and Google Cloud, in a clip from a presentation I did at Streaming Media East 2018.

    How to Get Started

    If you don’t have developers in-house at your organization, a lot of these vendors offer demo versions of their platforms that you can play around with (Figure 1). The free version of Microsoft Azure Video Indexer, for example, is quite robust. You can actually take widgets and embed them into your own systems. Of the four platforms we discuss in this article, Video Indexer is the most complete product you can access without having to go through contract negotiations.

    Demo versions of leading video AI platforms, clockwise from left: Google Cloud, IBM Watson Media, Microsoft Azure Video Indexer, AWS

    Google Cloud and AWS offer demos on their pages, but they don’t really expose the services to the degree that you can embed them into your own system. In this context, “embed” essentially means writing some code to get an iFrame to load on a page inside of your site. The online demo versions of Google Cloud and AWS aren’t really conducive to that, but you can upload your own videos, wait for the apps to process them, and see how well the service will work with your videos.

    IBM sells a couple of Watson products, such as Video Enrichment (top right in Figure 1). They are API-first. Theoretically, you can buy this paid product and communicate between your system and IBM’s to pull metadata into your system.

    Generating metadata is one of the big use cases for AI. Let’s say you’ve archived multiple seasons of a TV show, and you have a media asset manager (MAM) that houses all this metadata about all of those stored assets. Wouldn’t it be great to have the computer generate some of that metadata for you, so that in addition to the title, season, and episode name, you’d have things like “car crash,” “leopard,” and “little baby girl” (or whatever terms apply to your content) that you can actually use to search and discover your content much more easily? The first thing your developers are going to want to know about is, “What’s the learning curve? What software development kit (SDK) is available for each of these platforms?”

    AWS has a client SDK, which basically acts as an accelerator so your developers don’t have to write all of the code from scratch. They can build their code on top of the boilerplate AWS provides, with SDKs for Android, iOS, Java, .NET, etc. My team of developers has played around with this SDK, and they have found it comprehensive.

    One important step in choosing a video AI platform is to let your developers test whatever demo version is available. And listen to their feedback, because your team members are going to be more productive if they don’t have to spend as much time trying to grok how to work with the software.

    Like AWS, the Google Cloud platform has a good number of client SDKs: .NET, Node.js, Go, Java, etc. But from my developers’ perspectives, Google’s API documentation is quite verbose, and it takes a lot of clicks to get to what you need—much more so than the AWS developer documentation, in their opinion. For instance, if you just want to know how to send a video up to the Google service, rather than seeing the signature of the payload that you want to upload, you have to wade through three or four paragraphs on every single data point within that signature.

    IBM Watson Media's API reference lives behind a paywall. When you want to use it, you tell the IBM Watson Media people, “This is my use case. I want to play around with your system, because I think I’m going to buy it.” Then you sign some contracts. In my case, as an IBM partner, they were kind enough to share the API documentation with me. It looked pretty straightforward.

    Azure has client SDKs, but to interact with the Video Indexer you will just use its API without an SDK. If you need the extra lift that an SDK can provide, then Video Indexer might not be the right solution for you. Amazon and Google have things like Java, Android, iOS, Ruby, and so on, as you can see in Figure 2. Your developers might be able to build something faster on those platforms. The Video Indexer documentation is outstanding. It’s well-laid-out, and you can inline-test it as long as you have an active account.

    API Learning Curve/SDK rundown for AWS, Google Cloud, IBM Cloud/Watson Media, and Microsoft Azure Video Indexer

    Testing the Platforms

    I’ve tested lots of different kinds of footage, but because so much data comes back, I’ve narrowed the focus in my testing to emphasize specific use cases. When it comes to translation and transcription, video surveillance, or metadata and objects, which platforms work best in those cases?

    One thing to keep in mind with AI is that AI is only as smart as the data you’ve trained it with. In the case of IBM Watson, if you go to the website and look at some of the case studies, you’ll see that the company did a project for the US Open tennis tournament which was instrumental in training its AI. If you’re in the sports industry, IBM Watson might have more accurate results for you when it comes to object detection or seeing when a ball is being hit across the court. On the other hand, if you do news footage, Google might serve you better, because users live stream their news over YouTube.

    It’s important to consider these different kinds of use cases when assessing how well a particular platform will work for you, because ultimately, the data that’s being processed by all these machine-learning solutions is what’s training the AI to be smarter. It’s similar to any process of accumulating knowledge. I come from a developer background, but I’m in the streaming media industry. If you ask me about which camera is the best camera, I won’t have a good answer, because I don’t have that data in my background.

    That’s a way to think about AI: You’re going to be sending it specific data, and it’s going to learn off that data. The type of data that it learns off of is going to make it more accurate in one way or another.

    Interpreting the Data

    Figure 3 shows an example of the kind of data you get back with these systems. Generally, AI solutions work like this: They have an API that allows your developers to hit an end point and pass some data in. It’s similar to you going into a browser, typing “google.com,” searching for “ducks,” and hitting Enter. A developer uses an API to programmatically hit an end point like google.com. It might be something like “myaiservice.com/v2/api/visionservices/detectObjects” and you would pass it a data payload that the API expects.

    Sample data from a processed video payload on an AI platform. Note that, since this screenshot was taken in May 2018, Microsoft Azure Video Indexer has started providing confidence values in its response JSON (click to enlarge).

    Again, it’s like when you go to Google and type in a search string and then hit Enter. A developer will send up a payload that says, “My video is here. Please process it.” Then you wait for the processing to happen, because it’s not instantaneous. Once the processing is done, you’ll have data that you can pull down, comparable to search results in Google.

    All of these services use JSON, the data exchange format shown in Figure 3. This is great, because it enables you to get data from multiple services normalized and used in a custom application. When you’re working with one format, it makes it a lot easier to parse through the immense amount of data you get back.

    In the example shown in Figure 3, I sent up a trailer of American Psycho. You can see the data it returned in AWS on the far left. It says, “I found a person at timestamp 18196 milliseconds, and I’m 97.8222 percent sure.” That’s the data you get back with object detection in AWS.

    With Azure Video Indexer (second column from left), it says, “I found a person in the time range 00:00:21.438 to 00:00:22.14.” In the Google column (third from left), you can see that it identified a “human” “entity” in multiple instances, with time signatures in seconds and nanos, and confidence values in the 85 percent–96 percent range.

    Keep in mind that the computer doesn’t actually “see” a person; it’s learning from all of the data that it’s processed historically and making its best judgment based on that, so knowing the confidence value is extremely important. If your primary interest is identifying objects and you want it to be accurate, you should definitely pay attention to the confidence values being reported.

    Related Articles

    Streaming Media's Tim Siglin interviews RealEyes Media Chief of Technology Jun Heider at Streaming Media East 2018.

    Publishers can set the module to notify outside partners of QoE problems, automating a process now done by technicians and engineers.

    Look for artificial intelligence and machine learning to improve content delivery, video compression, and viewer personalization, strengthening the entire workflow.



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