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C2070-448 IBM Content Collector (ICC) v2.2

Study usher Prepared by IBM Dumps Experts C2070-448 Dumps and real Questions

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C2070-448 exam Dumps Source : IBM Content Collector (ICC) v2.2

Test Code : C2070-448
Test designation : IBM Content Collector (ICC) v2.2
Vendor designation : IBM
exam questions : 142 real Questions

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IBM IBM Content Collector (ICC)

IBM to purchase crimson Hat, a leading Java neighborhood Contributor | real Questions and Pass4sure dumps


IBM to purchase red Hat, a leading Java neighborhood Contributor
  • by means of John okay. Waters
  • 10/29/2018
  • IBM introduced on Sunday plans to purchase leading enterprise open source application company and longtime Java group manner (JCP) leader crimson Hat in a $34 billion stock deal.

    Described via massive Blue as IBM's most colossal acquisition and probably the most large tech acquisition of 2018, the deal represents "a landmark second for each agencies and is an incredible step ahead in IBM's ongoing focal point on excessive-cost business, the transformation of their portfolio, and their management within the rising era of AI and cloud."

    IBM and purple Hat pointed out the deal, which has been accredited by means of their respective boards, is topic to pink Hat shareholder and regulatory approval, and should breathe accomplished within the latter half of 2019.

    speakme this morning with press and analysts on a convention name, Paul Cormier, crimson Hat's EVP and president of products and technologies, spoke of the merger will support his industry realize its imaginative and prescient for its Linux and open source choices.

    "over the past 10 years or so, Linux has been the platform the position most of the innovation within the commercial enterprise has been occurring," Cormier observed. "We built a purposeful portfolio round Linux and open supply tailor-made for the hybrid cloud ... but we're nonetheless a relatively tiny business. Their customers are seeing open hybrid cloud as the simplest manner to deliver public cloud into their IT infrastructure, and because of their size they cannot identified the skills of that demand. IBM helps us deliver that approach to a hundred and seventy international locations and quickens their vision into the market."

    IBM has long been a number one person and contributor to Linux, which undergirds red Hat's desirable items, including the crimson Hat industry Linux (RHEL) OS.

    On that identical conference name, Arvind Krishna, IBM's SVP of Hybrid Cloud, spoke of this acquisition will create his enterprise the area's main hybrid cloud issuer. IBM's aim, he spoke of, "is to win in hybrid cloud, and win on the foundation of open applied sciences, and in the finish to supply a technology that makes existence more straightforward [for companies] with much less complexity and a future proof funding."

    To a question in regards to the talents influence of the acquisition on red Hat-maintained open source projects, similar to Fedora, Gnome, and CentOS, Cormier replied succinctly "None. No gain an effect on," he talked about. "The day after they shut [the acquisition], I Do not intend to Do anything different. For us, it'll breathe company as regular. anything they were going to Do for their roadmaps as a stand-alone will continue. They should Do what's arrogate for the neighborhood upstream, their associates and their business."

    both executives claimed that the leading roles the two corporations play in the JCP should not suffering from the merger. IBM and pink Hat are energetic contributors of the Java group, but Raleigh, N.C.-based pink Hat is likely one of the most lively contributors, and has been for many years.

    "each IBM and crimson Hat gain been potent voices in that group," Cormier referred to, "and i consider that will continue. crimson Hat will continue to Do what's privilege for the crimson Hat portfolio, and that i would guess that IBM would Do the identical."

    purple Hat is, basically, the largest contributor to the OpenJDK subsequent to Oracle. purple Hat executives gain served on the JCP government Committee and as Java spec leads or expert Working neighborhood members for greater than 35 Java Specification Requests (JSRs). the first Context and Dependency Injection spec (JSR 299), which changed into led with the aid of JBoss Fellow Gavin King, had a enormous effect on Java EE 6. The industry became also behind enterprise JavaBeans (EJB) 3, JavaServer Faces, and the Java Persistence API. It collaborated on four JSRs for Java EE 7: Java API for RESTful web functions 2.0 (JSR-339); Java Message service 2.0 (JSR-343); Java Server Faces 2.2 (JSR-344); and Java content material Repository API (JSR-333).

    crimson Hat additionally spearheaded two OpenJDK tasks: Shenandoah (JEP 189), which aims to supply an ultra-low-pause-time garbage Collector; and Thermostat , an instrumentation appliance for the Hotspot JVM.

    Martijn Verburg, CEO of jClarity, co-organizer of the London JUG, and a member of the Java group manner (JCP) govt Committee, expects "a positive influence" from the acquisition.

    "IBM has basically proven purple Hat-like features when it comes to Java and Open source," Verburg referred to in an e-mail. "They've these days OpenSourced their J9 VM (Eclipse OpenJ9) as well as their WebSphere software Server (Open Liberty). They are also privilege tier helps of Microprofile, Jakarta EE and crucially adopt OpenJDK.

    Reza Rahman, SVP at AxonIQ, former Oracle Java developer evangelist, and co-founding father of the Java EE Guardians, is "of two minds" on the acquisition.

    "I completely breathe mindful the company purpose behind this for each IBM and purple Hat," he told ADTmag. "here is unequivocally decent for the shareholders and employees of both corporations. however, the fact is that the effect for purchasers and the Java EE ecosystem may also now not always breathe so rosy. it will likely addupto much less alternatives for Java EE clients and fewer market competitiveness. as an example, it would not amaze me if Websphere Liberty, Open Liberty, JBoss EAP, WildFly, and Thorntail now should merge. i'm hoping smaller and more moderen market entrants will fill in any aggressive gaps, as they should in a hardy financial house."

    "I also wish each the Java EE individuals at IBM and pink Hat everyone the ultimate as long term colleagues," he delivered. "expectantly they can breathe capable to create this a considerable outcome for Java EE."

    one more Java EE Guardian, Kito Mann, who is a predominant advisor at Virtua Inc., sees a positive synergy amongst Linux, Java, and cloud features, however he concerns about enormous Blue.

    "IBM's song listing with acquisitions is questionable," he talked about in an electronic mail. "purple Hat has executed an enormous job championing open supply and constructing awesome items. youngsters IBM has numerous involvement with open source, it's simply no longer on the identical level. My topic is that crimson Hat will bag absorbed into one or more large IBM product traces after which fade into mediocrity or irrelevance (be aware Rational?)"

    about the Java connection, Mann has some questions: "when it comes to Java, does this addupto purple Hat products will nascence delivery with the IBM Java VM?" he asked. "What about JBoss and WebSphere (Liberty)? What about everyone of the outstanding OSS products from red Hat/JBoss, and the company's work culture?"

    JNBridge CTO and co-founder Wayne Citrin, also has just a few considerations about the merger. "My sentiment is that there's getting to breathe too an terrible lot attention within the trade," he said in an email, "and this would not aid. crimson Hat gave the stamp to breathe doing just fine and didn't should merge, but I cannot guilt them for cashing in."

    in regards to the writer

    John has been overlaying the excessive-tech beat from Silicon Valley and the San Francisco Bay enviornment for almost two decades. He serves as Editor-at-gigantic for software development developments ( and contributes regularly to Redmond journal, The expertise Horizons in education Journal, and Campus expertise. he's the author of more than a dozen books, together with The every thing reserve to social Media; The every itsy-bitsy thing laptop publication; Blobitecture: Waveform architecture and Digital Design; John Chambers and the Cisco way; and Diablo: The legit approach e book.

    Hybrid Enhancements across IBM Cloud deepest and IBM Cloud | real Questions and Pass4sure dumps

    The goal of many commercial enterprise customers is to breathe capable of modernize key purposes and dash them anyplace they want: On a non-public cloud of their own information middle (where their sensitive information lives), on a public cloud (where they bag scale, world-large attain), and even better, on each private and public…where it becomes a actual hybrid utility taking competencies of the better of both environments.

    In late March, IBM shared how customers could dash their modernized applications in a hybrid environment throughout IBM Cloud private and IBM Cloud Kubernetes carrier in IBM Cloud. This benchmark means, captured in the following video, showcases how a shopper can transform their utility, the position each construction groups and cloud ops groups can both breathe delighted.

    Watch: A consistent Cloud undergo with IBM Cloud private and IBM Cloud

    nowadays, i'm thrilled to participate enhancements that create it even more convenient to create clusters, manage catalog content, and set up developed apps across hybrid cloud environments. exceptionally, with this latest enhancement of IBM Cloud deepest, fix Pack 1, users can lengthen a brand newfangled or present IBM Cloud deepest deployment with here capabilities:

  • Create extra Kubernetes clusters using a template from IBM Cloud private
  • Curate which functions builders gain access to, and let them provision on either deepest or public clusters with self-provider potential
  • installation a customized app into both private and public environments from the equal developer atmosphere
  • Create further private and public Kubernetes clusters out of your IBM Cloud inner most Catalog

    the primary enhancement is the capacity for any licensed user to provision a newfangled IBM Cloud deepest cluster or IBM Cloud Kubernetes service cluster.

    here’s what you're going to want:

  • IBM Cloud deepest
  • IBM Cloud Automation supervisor
  • IBM Cloud account (with remedy authorization)
  • follow IBM Cloud deepest patch
  • as an example, when you deploy IBM Cloud Automation manager onto your IBM Cloud inner most cluster, that you can create a brokered provider (with personalized variables limiting and controlling what options are available) a capable route to let any authorized person create the IBM Cloud Kubernetes service cluster onto your IBM Cloud account. An non-compulsory VPN may also breathe immediately deployed to securely connect the two clusters, if favored.

    determine 1: diverse clusters made out of one IBM Cloud private cluster

    listed below are the steps you're going to comply with. For every step, I’ve delivered a hyperlink to the expertise core (product documentation) that offers step-with the aid of-step guidelines.

    First, set up and open IBM Cloud Automation supervisor.

    figure 2: IBM Cloud inner most catalog entry for Cloud Automation supervisor

    second, add a “Cloud Connection” to IBM Cloud that makes expend of your credentials.

    figure 3: opt for “manage Connections” to create a brand newfangled connection to IBM Cloud the expend of your account to create the Kubernetes cluster.

    This connection will expend your IBM Cloud account’s API key to communicate between Cloud Automation supervisor and IBM Cloud. breathe conscious that when you set this up, Cloud Automation supervisor will expend your account to create IBM Cloud resources. breathe positive that your IBM Cloud account has the fundamental person permissions and might usher the billing in your estimated product usage.

    Third, create a custom carrier using an IBM-offered template to installation an IBM Cloud Kubernetes carrier cluster (with optional VPN connection) and publish it into the IBM Cloud deepest catalog.

    determine four: select “features” to create a newfangled provider in Cloud Automation manager

    this is in fact where you'll harness the vigour of Cloud Automation manager and its IBM-provided templates. feel of it this way: the position during the past you could must manually dash instructions or navigate a user interface to silhouette the IBM Cloud Kubernetes carrier, after which customize many details anytime you provision a cluster, Cloud Automation supervisor has provided everyone the particulars in a template. by means of creating this carrier, you provide an easy solution to gain your group provision a cluster once they requisite it, the expend of the account (and bounds) that you simply specify.

    moreover the outdated hyperlink, listed below are some information to growing the “Provision IKS Cluster” service (figure 5):

    determine 5: Customizing parameters to your “Provision IKS Cluster” provider

  • Make cluster_name a carrier parameter so your person can specify it once they set up.
  • Specify private_vlan_id and public_vlan_id for the IBM Cloud district you wish to installation into. To learn the values, dash here command in your IBM Cloud CLI (enter any region. during this illustration, ‘dal10’ is the vicinity I want to install into): bx cs vlans dal10
  • Make num_workers (the number of worker nodes for the cluster) a service parameter so your users can create a conclusion how many employee nodes their cluster needs. note that this should silent breathe an array of the variety of people you authorize your users to select from. maybe start with offering 2–5 worker nodes.
  • Default machine_type so clients can handiest opt for machines of the variety you default. To select your default, effortlessly click the expense column and everyone supported machine forms will seem.
  • be aware for you to optionally add a VPN template into your “Provision IKS Cluster” provider so for you to privately talk between your IBM Cloud private cluster and your IBM Cloud Kubernetes carrier cluster. if you determine to add the non-compulsory VPN connection, there are some IBM Cloud inner most guidelines for setting up StrongSwan VPN, and IBM Cloud Kubernetes carrier guidance and concerns to peer at.

    once you publish the provider into the IBM Cloud private catalog, you are going to allow different clients a simplified option to create their own clusters.

    determine 6: IBM Cloud private catalog with the service to provision IKS cluster that you just created

    Fourth, installation the “Provision IKS Cluster” service from the catalog. You’ll observe in pattern 7 that there are only a pair of parameters for the particular person to fill out (the service you defined past crammed in lots of the defaults).

    figure 7: Deploying an IKS cluster from IBM Cloud deepest

    Now that your carrier is created, your structure groups can installation as many IBM Cloud Kubernetes carrier clusters into the generic public cloud as they need.

    Curate, to your enterprise requirements, production capabilities sourced from IBM Cloud private and IBM Cloud Kubernetes service privilege into a single catalog.

    The second enhancement is the skill to set up production middleware into either IBM Cloud private or IBM Cloud Kubernetes carrier, everyone from your IBM Cloud private catalog. This enhancement, coupled with the brand newfangled IBM Cloud inner most skill to restrict what clients gain entry to in the catalog, allows for a cloud admin to provide a developer a curated view of what they could deploy. extra, with IBM Cloud Automation supervisor’s brokered service assist, the cloud admin can create a service with distinctive plans, so when a developer selects a device in their catalog, IBM Cloud Automation manager will set up the apropos version of middleware that maps to the selected plan.

    as an example, you may want to let a person “Create a database,” but with out burdening them with the entire specifics that a database Helm chart requires. further, you gain positive models in intellect, reckoning on where they installation and who the user is. for instance, you can also want to gain simplest “dev” types or “creation” models of the middleware on positive clusters, or even an open source Postgres database in IBM Cloud Kubernetes provider. With this newfangled enhancement, that you would breathe able to create a brokered provider via IBM Cloud Automation supervisor to latest a simplified view for the user to select their preferred plan, hiding everyone of the gritty particulars which will reply a number of questions, installation what they want, and you can exploit the database situations far less demanding.

    listed below are the steps you are going to comply with. For each step, I’ve introduced a hyperlink to the skills core that provides step-by route of-step guidance.

    First, for Db2, IBM MQ, and Liberty, download your construction middleware content material from Passport competencies. if you wish to expend construction types for Db2, IBN MQ, and Liberty, these are already accessible in IBM Charts.

    second, import the creation Helm chart and container image into each cloud. each platform has a “Passport abilities Importer” appliance to simplify this step. click on privilege here to import into IBM Cloud inner most, and click here to import into IBM Cloud Kubernetes provider. note that when you import production versions of IBM MQ, Db2, and WebSphere Liberty, you're licensed to create expend of them.

    To import creation middleware into IBM Cloud Kubernetes provider, that you can either shop the Helm charts for your local file gadget, otherwise you can upload them into a non-public Helm repository. in case you requisite to upload the charts into a private Helm repository, you're going to deserve to first set up one into your cluster. IBM Cloud Kubernetes carrier does not at the flash gain a private Helm repository, so i recommend you set up ChartMuseum, so that it will give you the obligatory inner most Helm repository in your IBM Cloud Kubernetes carrier cluster.

    Third, open IBM Cloud Automation manager in IBM Cloud private to create the brokered database carrier, or anything brokered provider you desire. As you did earlier than, click on “Create carrier,” and this time, open “IBM Cloud private,” so one can exhibit everyone the Helm charts you can add to this carrier.

    figure eight: Create a “statistics provider” in Cloud Automation supervisor

    One thought that you simply requisite to recognize: seeing that the aim is to gain one carrier deploy charts into either IBM Cloud deepest or IBM Cloud Kubernetes carrier, the record of Helm charts listed in IBM Cloud Automation supervisor has to breathe the union of Helm charts accessible in each objectives. For you, this potential that your IBM Cloud inner most cluster should add the Helm repo URL of the IBM Cloud Kubernetes carrier cluster so that the charts exhibit up during this record.

    Fourth, now that you gain your customized carrier created, you can curate (filter, limit) what functions betray up for your developer, Jane. As which you can behold from the Cloud Automation manager capabilities above, that you may floor most any provider from any cloud to your developers, customise and circumscribe what parameters they could edit, and now with IBM Cloud deepest 2.1.0.three, that you could filter the catalog so Jane can best behold what you wish her to.

    as an instance, while past in determine 6 the admin has 54 objects within the catalog, pattern 9 indicates that Jane can behold most effectual seven!

    determine 9: Filtered catalog view for “Jane” the developer. breathe aware “Database-provider” and “Provision-IKS-Cluster”.

    To filter the catalog, add a crew like “application developers” in the exploit > teams view (figure 10).

    determine 10: displaying groups in IBM Cloud deepest

    as soon as created, click the crew name, and the “components” tab. this may demonstrate everyone supplies the team is approved to. What I in reality like is that teams may also breathe authorized to numerous materials throughout IBM Cloud inner most:

  • Kubernetes namespace (for increased isolation and entry control)
  • Helm repo (so devs can access most effectual the assortment of Helm charts you want)
  • individual Helm charts
  • individual brokered functions
  • In pattern eleven, that you can behold what utility developers are licensed to. notice that the database service they created in the past has two plans, and the builders are authorized to each. besides the fact that children, you may authorize them to only one plan. This capability that you simply could create one provider and authorize parts to different groups…some distance more straightforward to manage.

    determine eleven: The substances obtainable to utility builders

    radically change, increase, and set up your software onto each IBM Cloud private and IBM Cloud Kubernetes provider

    The third enhancement revolves around assisting developers migrate WebSphere apps and then deploying them into IBM Cloud deepest using a pipeline to dissimilar Kubernetes clusters.

    right here’s what you are going to need:

  • IBM Cloud inner most
  • IBM Transformation consultant
  • Microclimate
  • as an instance, to migrate a WebSphere utility, start by working Transformation usher from your IBM Cloud private example. Transformation consultant provides a data collector to add next to your WebSphere app, and it'll provide concepts on the route to migrate it privilege into a containerized WebSphere Liberty runtime on IBM Cloud private.

    In determine 12, Transformation consultant shows the outcomes of its evaluation. As that you could see, each and every file is proven, the considerations (how involved it would breathe to migrate), and a migration plan.

    figure 12: The elements purchasable to application developers

    within the migration device for every file (figure 13), Transformation advisor suggests everyone of the deployment data it would create and provides a link to install the bundle.

    determine 13: The particular migration device for a particular bundle

    To definitely install the bundle, Transformation advisor integrates with Microclimate. Microclimate is the end-to-conclusion construction atmosphere that runs privilege inner IBM Cloud inner most.

    determine 14 shows Microclimate and the initiatives that gain been created:

    determine 14: Microclimate and its tasks

    when you select a assignment that you simply imported, you may update the Git repo with source code and shortly you can update code, view logs, and even view app-level metrics like in pattern 15:

    determine 15: Coding and unit trying out apps everyone within Microclimate

    really, in case you wish to expend one of the vital sample Microclimate apps , which you can are trying it your self.

    at last, to installation the app to additional clusters (like a far off IBM Cloud deepest or IBM Cloud Kubernetes provider), which you can deploy deployment pipelines extra clusters using these instructions.


    As which you could see, if you deserve to dash your app in a hybrid atmosphere that makes it less difficult for builders to provision capabilities they want (anywhere they may additionally live), and if your developers requisite sooner skill to installation throughout assorted Kubernetes clusters, these enhancements can breathe fairly welcome considering the fact that now, with IBM Cloud inner most 2.1.0.three, fix Pack 1, users can:

  • Create further Kubernetes clusters using a template from IBM Cloud inner most
  • Curate which services builders gain access to, and allow them to provision on both private or public clusters with self-service capability
  • installation a customized app into both private and public environments from the identical developer ambiance
  • i'm hoping you give this a are attempting, and if you want any help, contact IBM Cloud deepest abet privilege here:


    Hybrid Modernization

    Cloud Automation manager

    Passport potential — construction Middleware

    IBM Cloud deepest

    Transformation guide


    IBM Cloud Kubernetes carrier

    Product roundup: elements of proper SIEM utility available on the market | real Questions and Pass4sure dumps

    protection suggestions and event management software products and services are becoming generic add-ons of the...

    cybersecurity programs of many agencies.

    protection suggestions and event management (SIEM) software combines security assistance management and security adventure administration, offering true-time evaluation of protection signals generated with the aid of applications and network hardware.

    right here's a glance at one of the most efficient SIEM software products presently available on the market.

    AlienVault Inc. USM any place

    AlienVault Unified safety administration (USM) anyplace is a cloud-based, SaaS platform.

    The product's core SIEM software services encompass log assortment, adventure management, event correlation and reporting. USM any place allows the centralized storage of everyone log facts within the AlienVault restful Cloud, a licensed-compliant environment. This alleviates the company's burden of having to manage and relaxed logs on premises, whereas also presenting a compliance-in a position log management environment.

    Going past a ordinary SIEM product, USM anyplace combines distinctive unified protection capabilities that allow chance detection and incident response: asset discovery, vulnerability evaluation, intrusion detection -- network, host and cloud -- endpoint detection and response, file integrity monitoring, safety orchestration and automation, and normally updated danger intelligence from the AlienVault Labs security research group, which is backed by means of the Open probability exchange.

    USM any position provides assorted security capabilities in a single SaaS providing. both computerized and orchestrated, these capabilities give safety experts the outfit and assistance they deserve to manage risk detection, incident response and compliance, the industry claims.

    The company also makes expend of an alarm dashboard, named the abolish Chain Taxonomy, to focus attention on probably the most austere threats. safety analytics enable safety authorities to drill down into alarms to behold the linked belongings, vulnerabilities and hobbies.

    USM any place additionally offers a library of predefined report templates for a few requirements and regulations. These studies can support speed up safety and compliance reporting requirements and assist with audit readiness. It also includes more than 50 predefined adventure stories via facts supply and information supply class, assisting to create every day monitoring and reporting actions greater effective.

    As a subscription-primarily based cloud provider, USM anyplace is available in three editions -- necessities, typical and industry -- for organizations of everyone sizes and budgets. Pricing for USM anyplace essentials edition starts at $1,695 per thirty days.

    IBM QRadar

    version 7.3.1 of IBM QRadar integrates with greater than 450 log sources and presents a accepted machine assist Module to aid businesses ingest statistics throughout on-premises and cloud-primarily based substances.

    The product parses and normalizes log statistics from endpoints, property, users, functions and cloud components. QRadar then correlates this facts to network flows, vulnerability scanner consequences and hazard intelligence to establish each benchmark threats and anomalous network and device recreation. These might breathe the indicators of an unknown threat.

    linked undertaking automatically hyperlinks and aggregates into an offense, and IBM QRadar then prioritizes these offenses based on the severity of the issue and the sensitivity of the assets concerned. QRadar's approach to offenses helps distill enormous volumes of data privilege into a handful of exact, actionable indicators. The platform contains a gross bunch of prebuilt guidelines, and agencies can add stories, dashboards, integrations and additional prebuilt suggestions from the IBM protection App exchange.

    Dashboard showing multiple graphs and maps used to maintain track of threats IBM QRadar main dashboard continues music of skills threats, each international and native

    corporations can also installation QRadar on premises as hardware or application, in public and personal clouds, or by the expend of any of IBM's managed protection services company companions. supple structure can delivery tiny with an all-in-one system with a console, event collector and adventure processor, and may then scale out into particularly dispensed environments with divide collectors, processors and consoles.

    QRadar SIEM application is vital to the IBM security Intelligence Platform. The platform extends beyond commonplace SIEM capabilities to consist of:

  • QRadar network Insights, which gives precise-time packet inspection to identify malware, monitor the switch of sensitive data and establish facts exfiltration; and
  • QRadar user habits Analytics, which uses a fuse of rules, anomaly detection and computing device learning algorithms to establish malicious insiders and compromised credentials.
  • other capabilities embrace QRadar marketing consultant with Watson, which applies synthetic intelligence to automatically mine aboriginal QRadar information to find the root trigger and real scope of a probability inside the atmosphere.

    It additionally includes the QRadar data shop, which presents mounted-price log storage, enabling agencies to save huge amounts of data without having to correlate everything. This helps businesses address regulatory necessities and hold data that can breathe faultfinding to future investigations and chance looking.

    QRadar offers more than 1,600 customizable reports which are categorised according to compliance, executive and operational abstract studies, security overview reports, network exercise and management stories, functions, and gadget-stage reviews.

    Licensed in line with activities per 2nd (EPS), the product's starting rate for an all-in-one digital appliance with a hundred EPS is $10,seven-hundred, and the starting expense for QRadar on Cloud with one hundred EPS is $800 per thirty days. quantity discounting is accessible.

    LogRhythm Inc. safety Intelligence Platform

    LogRhythm edition 7.4 points a few core capabilities, including a large information analytics structure; superior information processing; centralized visibility into security alerts and alarms; centralized visibility into forensic data; and the capability to rehearse simulated intelligence, involved scenario modeling, and deep behavioral analytics across a 360-degree view of forensic facts. different facets consist of case management, which permits security teams to interact in workflows the usage of a centralized and secure case administration facility; assignment automation; and immediately guided workflows.

    in accordance with the business, greater granular measurements, equivalent to time to qualify and time to investigate, can assist analysts understand workflow effectiveness. These efficiency metrics can assist learn opportunities to improve operational effectivity, together with deciding upon tasks superior-ideal for automation and enabling protection leaders to measure and document on the effectiveness of safety courses. 

    Dashboard showing graphs and clients to maintain track of user activity LogRhythm leading dashboard has the capacity to focus on assorted users

    Pricing for the LogRhythm platform starts off at $forty three,500, with subscription alternatives also available. Designed with that in intellect, its modular architecture grants enterprise scalability to fill long-time era wants, even with altering performance, storage and geographic requirements, the company claims.

    McAfee LLC commercial enterprise security supervisor (ESM)

    McAfee's enterprise protection supervisor (ESM) is a SIEM application appliance for industrial, commercial enterprise and executive agencies, as well as managed safety carrier suppliers. ESM supplies chance and risk coverage in line with a SIEM architecture developed for huge records security analytics.

    ESM collects logs from hundreds of data sources, integrates them with dozens of companions and supplements pursuits with hazard intelligence, offering actionable intelligence and real-time hazard management with newfangled cybersecurity protections. An embedded compliance framework and content material Packs simplify its protection and compliance operations.

    business safety supervisor 11.1 is the present version, as of this writing. edition 11 added features including:

  • bendy records structure, which is an open and scalable facts bus that shares tremendous information volumes;
  • scalable Ingestion and question performance, which supply horizontal expansion with elevated availability and the capability to unexpectedly query billions of events; and
  • elevated cloud assist for hardware digital desktop for AWS, workplace 365, Azure, Xen, Hyper-V and a commonplace cloud API to on board cloud records sources.
  • ESM is obtainable as an outfit or digital desktop that users can fuse and healthy. ESM fashions embrace all-in-one models and discrete home equipment, and it will also breathe deployed on premises, within the cloud or in a hybrid environment. It supports deployments on AWS, Azure, Hyper-V, VMware and Xen.

    while ESM gives the core SIEM capabilities, different components encompass high-speed statistics collection and undergo correlation, elastic search for quick querying of activities, archival of uncooked pursuits for compliance and forensics, and layer three and 7 software-stage monitoring.

    Main overview of the software, with bar graphs depicting levels of threats, as well as users and events simple overview of McAfee utility, which keeps music of undertaking and feasible threats

    The superior Correlation Engine delivers rule-based and statistical and behavioral-based mostly analytics for billions of movements. McAfee world possibility Intelligence can enlarge risk detection and investigation with a proprietary feed of probably malicious and primary-bad IP addresses.

    different security facets of ESM consist of free content Packs, McAfee's edition of an app shop that provides prebuilt expend instances, and ESM's Cyber chance supervisor, which consumes possibility intelligence and indications of compromised facts, enabling back tracing and the advent of a watchlist.

    ESM also comprises a case administration outfit to track incident investigation, pick notes and permit remediation by route of integrations inside the McAfee product ecosystem and any third-birthday celebration product that helps movements by the expend of URL, command line, APIs or statistics exchange Layer. When higher volumes or complexities impose more orchestration, ESM integrates with partners, together with ServiceNow, Phantom, Swimlane and Demisto.

    ESM gives more than 800 report templates that cowl areas reminiscent of compliance, security, purposes, databases, community move, hazards and govt content. clients can create and alter reviews using a wizard.

    home outfit are rated and offered by route of their means to tackle a undeniable experience-per-2d capacity in preference to a value per data source or expense per EPS. There aren't any enforced EPS limits on an ESM appliance and no licensing expenses for introduced records sources.

    VMs are licensed the expend of the equal philosophy and sold by using the number of CPU cores needed to assist a given EPS. This makes it viable for clients so as to add cores as mandatory without replacing hardware. Pricing for a common, all-in-one, VM-based mostly SKU focused at smaller consumers is $40,000 to $50,000.

    Rapid7 Inc. InsightIDR

    Rapid7's InsightIDR is a cloud-based mostly incident detection and response platform that can support security practitioners determine and investigate threats and targeted assaults. InsightIDR combines SIEM software with person and attacker conduct analytics, endpoint detection, and response brokers so clients can establish a compromise as soon as it happens and embrace it as at once as viable.

    one of the most key elements of the utility is user conduct Analytics, which always baselines match person recreation across the corporation. This may breathe the best SIEM product for a corporation, as this extends past described indications of compromise in order that security authorities can become aware of attackers impersonating personnel, as well as insider threats.

    in addition, Attacker habits Analytics pick Rapid7's scholarship of prior assault endeavor and turns it into intelligence that may abet security specialists learn assaults early.

    Rapid7 also contains endpoint detection and visibility. With the device's perception Agent, security groups can notice regular and unknown malware, grab forensic artifacts on demand, and pick containment actions for detected threats from inside InsightIDR. The Centralized Log management duty links tens of millions of day by day movements in one atmosphere without detain to the clients and assets at the back of them. InsightIDR comes with a quickly log search, prebuilt compliance cards and dashboards for elementary, constant reporting.

    For any alert in InsightIDR, computerized moves can hearth to precipitate up case administration and probability containment. This includes developing cases in third-party ticketing methods, in addition to taking direct motion on user accounts and endpoints.

    furthermore, deception expertise permits safety authorities so as to add vital monitoring alternatives and trick attackers with traps akin to honeypots, honey users, honey credentials and honey files. These traps learn behaviors that log evaluation by myself can fail to seize.

    InsightIDR allows users to create studies out of custom dashboards, producing reports either once or on a preconfigured schedule.

    Rapid7 costs InsightIDR in response to the plenary number of assets in a company.

    RSA NetWitness Platform

    RSA NetWitness Platform is created from RSA NetWitness Logs, RSA NetWitness community and RSA NetWitness Endpoint. RSA NetWitness UEBA -- user and Entity behavior Analytics -- and RSA NetWitness Orchestrator enlarge the core platform with behavioral analytics and security orchestration, automation, and response capabilities.

    The platform features a protection Analytics Engine, which makes it viable for analysts to notice and reply to threats during a firm's infrastructure, including within the cloud, virtualized programs and containerized substances.

    businesses can install add-ons in any aggregate of application or actual or virtual appliance, as well as within cloud environments.

    The RSA NetWitness Logs, community and Endpoint modules may also breathe deployed personally or collectively, and that they usher a scope of third-celebration records sources and functions.

    RSA NetWitness UEBA offers unsupervised, wholly computerized, and perennial hazard detection and monitoring using a turnkey statistics science mannequin. RSA NetWitness Orchestrator offers safety automation and orchestration capabilities that may enable analysts to swiftly examine incidents and automate workflows. The tool's platform reporting capabilities consist of developed-in and customized reviews helping a few security and compliance necessities.

    agencies should purchase the RSA NetWitness Platform as a term or perpetual license and set up it as a software, outfit or digital appliance, in any aggregate. Pricing for the RSA NetWitness Platform is based on both records throughput for RSA NetWitness Logs and Packets, clients monitored for RSA NetWitness UEBA, variety of analysts using RSA NetWitness Orchestrator, or capacity -- outfit hardware. organizations can fuse and in shape application and outfit licenses for granular skill and boom.

    Splunk Inc. enterprise protection

    Splunk industry protection (ES) is a component of Splunk commercial enterprise, and it offers the skill to ebb looking, video array and anatomize facts to convey insights about security the usage of SIEM utility.

    Splunk ES makes expend of analytics that permit safety teams to find, examine and respond to internal and external attacks. The utility aggregates safety pursuits as quickly as the sources generate them.

    Use case library with advisories for abuse, best practices and cloud security expend case library showcasing most fulfilling practices inside the Splunk application

    event Sequencing presents the skill to neighborhood correlated searches into clusters of hobbies. Splunk claims this clustering enhances the visibility and responsiveness of pursuits and hurries up investigations.

    additional security capabilities embrace Splunk's Adaptive Response. With this feature, users can apply alterations to adapt to the tactics of a given attacker. Splunk ES contains with Splunk consumer conduct Analytics, where unsupervised computer studying algorithms deliver anomaly and chance detection. Splunk has also increased its safety tools to maintain music of the ever-becoming mass of facts.

    The expend Case Library characteristic can abet organizations bolster protection with faultfinding content via automatically identifying which uses instances are most principal to their own ambiance based on the ingested records.

    agencies can also expend the platform to create, curate, installation and control content, that can aid slit back risk by using proposing quicker detection and incident response to newfangled threats. in addition, Splunk ES gives advert hoc searching and reporting capabilities for infringement evaluation, Splunk claims.

    Splunk bases pricing for Splunk ES on maximum each day extent of facts indexed in GB per day.

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    Surfline Accepts Strategic Investment from Kevin O'Connor | real questions and Pass4sure dumps


    Surfline, the world's leading action sports website, today announced it has accepted a strategic round of financing from prominent Internet pioneer, Kevin O'Connor, who will also been joining the Surfline board of directors.

    Kevin was the co-founder, CEO and Chairman of DoubleClick, Inc. (NASDAQ: DCLK), the leading provider of ad serving technology on the Internet. DoubleClick was recently acquired by Google for over $3 billion. In addition, Kevin has helped launch numerous leading software entities, including ICC and Internet Security Systems (NASDAQ: ISSX) -- a industry that was sold to IBM in 2006 for $1.3 billion. Kevin has also been an investor and advisor to companies like and Hotjobs, which was acquired by Yahoo in 2002.

    "We peer forward to Kevin's involvement in helping us grow Surfline across the globe," said Chairman Jeff Berg. "Kevin's skill sets with Internet businesses are matched by his zeal as a surfer and Surfline Premium Member. This opportunistic round of financing, along with Kevin's capabilities and interests, will allow us to invest more aggressively in a number of initiatives that will create their sites more functional and enjoyable for surfers, ocean enthusiasts and others worldwide."

    ABOUT SURFLINESurfline/Wavetrak Inc. is the world's leading collection of water enthusiast websites, everyone of which combine proprietary conditions-reporting and forecasting with timely news, information and entertainment. The sites are aimed at the core of each sport, yet they embrace content that appeals to a broader lifestyle audience as well. As a group, Surfline websites are visited are by over 1.5 million unique people each month.

    The Best Open Source Intelligence (OSINT) Tools and Techniques | real questions and Pass4sure dumps

    This article breaks down the best OSINT tools, techniques, resources and websites available online for every stage of intelligence gathering process. From background reading, to organising your research and getting the best out of search engines, Intelligence Fusion has created the ultimate list of open source intelligence tools.

    We’ll cover the following;

  • What is OSINT?
  • The Best OSINT Websites for Background Reading
  • OSINT Techniques to Organise your Thoughts
  • Setting up Automated Alerts using OSINT Tools
  • OSINT Tools for social Media
  • OSINT Techniques: Getting the Best out of Search Engines
  • Platforms and Dashboards for Open Source Intelligence
  • OSINT Websites for Online intelligence Media
  • Other Useful OSINT Tools
  • What is OSINT?

    Open source intelligence, or OSINT, is the collection and analysis of information that is gathered from public, or open, sources.

    The Best OSINT Websites for Background Reading


    This is a platform used to participate papers, monitor their impact, and succeed the research in a particular field. currently has over 21 million papers.

    2. CORE (COnnecting REpositories)

    CORE promotes free and unrestricted access to research outputs from repositories and journals worldwide. The public can search through a collection of over 125 millions of harvested research outputs which can breathe downloaded free of charge.

    3. Library of Congress

    The Library of Congress is the largest library in the world, with millions of books, recordings, photographs, newspapers, maps and manuscripts in its collections.

    4. Open scholarship Maps

    Open scholarship Maps presents you with a topical overview of your search term. It’s based on the 100 most apropos documents for your search term, which allows you to easily identify useful, pertinent information.

    5. WolframAlpha

    WolframAlpha is an online service that answers factual queries directly by computing the reply from externally sourced “curated data”, unlike a search engine that provides a list of documents or web pages that might contain the reply the searcher is looking for.

    6. BASE

    BASE is one of the world’s most voluminous search engines especially for academic web resources. ground provides more than 120 million documents from more than 6,000 sources. You can access the plenary texts of about 60% of the indexed documents for free.

    7. Google Scholar

    Google Scholar is a freely accessible web search engine that indexes the plenary text or metadata of scholarly literature across an array of publishing formats and disciplines.

    8. Disputed Territories

    This map identifies the locations and territories that are claimed by more than one country or occupying force.

    OSINT Techniques to Organise your Thoughts

    1. Microsoft OneNote

    Microsoft OneNote is a free-form information gathering and multi-user collaboration. It gathers users’ notes, drawings, screen clippings and audio commentaries and allows your OSINT resources to breathe easily shared amongst other users online.

    Setting up Automated Alerts using OSINT Tools

    1. Google Alerts

    Google Alerts is a content change detection and notification service that can breathe used as an open source intelligence tool. It will send emails to you when it finds newfangled results matching your specified search term.

    2. Talkwalker Alerts

    Talkwalker is an alternative free alert system to Google Alerts that offers a higher flush of customisation on alerts and notifications. Talkwalker can also monitor social media mentions of your specified search term.

    OSINT Tools for Social Media

    1. quest A Tweet

    Seekatweet is designed to abet you find apropos tweets in a specific location. You can expend their tailored filtering as an OSINT appliance to find Tweets near you or anywhere else in the world.

    2. One Million Tweet Map

    The one million tweet map is a social media appliance that you can expend to visualise tweets and aggregated Twitter data in a world map. It can breathe useful when conduction real-time OSINT investigations.

    3. Tweeplers

    Tweepler is a real time map of tweets coming from various locations. The tweets shown on the map are only the fresh tweets. They are displayed as soon as received. No tweet location is older than a fraction of a minute.

    4. is a social search engine for hashtags. You can search tags across everyone social media platforms, bringing everything apropos to your OSINT research to one position in real time.

    5. Mulpix

    An advanced Instagram search engine, Mulpix makes searching Instagram as an OSINT technique even easier through the leverage of searching via multiple hashtags.

    6. Picodash

    Picodash is another Instagram search engine OSINT appliance to abet you to search and analyse Instagram content by location and hashtags.

    7. Echosec

    Echosec is a location-based social media geofencing platform that analyses data in real-time to support retail, journalists, marketers and security teams as an open source intelligence tool.

    8. TweetDeck

    TweetDeck is a social media dashboard application for management of Twitter accounts. OSINT analysts can create live feeds of tweets to monitor specified hashtags, handles or mentions.

    OSINT Techniques: Getting the Best out of Search Engines

    1. Carrot²

    Carrot² is an open source search results clustering engine. It can automatically cluster tiny collections of documents, for case search results or document abstracts, into thematic categories

    2. is a intelligence search engine, intelligence headline, intelligence feed and intelligence services provider that crawls several thousand intelligence media sites providing time based live dash down of headlines by region, topic or person.

    3. Cluuz

    Cluuz is a search engine that can breathe used as a really useful OSINT tool. Cluuz shows not only links to related pages, but also entities and images that are extracted from within the search results. In addition to the results, Cluuz displays a tag cloud of the most apropos entities extracted from returned results.

    Platforms and Dashboards for Open Source Intelligence

    1. HealthMap

    HealthMap brings together disparate data sources to achieve a unified and comprehensive view of the current global condition of infectious diseases.

    2. Investigative Database

    The Investigative Database allows open source analysts to browse their global index of public registries for companies, land registries and courts as well as search millions of documents and datasets, from public sources, leaks and investigations.

    3. IBM Watson intelligence Explorer

    The IBM Watson intelligence Explorer automatically constructs a intelligence information network and presents large volumes of intelligence results in an understandable fashion.

    4. Human Trafficking Search

    HTS produces a weekly blog, publishes research, and hosts a global resource database on human trafficking and modern-day slavery.

    5. Marine Traffic

    MarineTraffic is a provider of ship tracking and maritime intelligence. Monitoring vessel movements to build a ground of data gathered from their network of coastal AIS-receiving stations, supplemented by satellite receivers.

    6. Iris

    Iris is an application developed by the World Customs Organisation that monitors open source information and presents this information in a graphic-style world map in real-time.

    7. ICC Live Piracy Report

    This live map from ICC shows everyone of the piracy and armed robbery incidents reported to IMB Piracy Reporting Centre.

    8. ACLED

    ACLED is a realtime data and analysis source on political violence and protest. As an OSINT tool, analysts and researched can expend ACLED for the latest liable information on current fight and disorder patterns.

    OSINT Websites for Online News Media

    1. NewsNow

    NewsNow aims to breathe the world’s most accurate and comprehensive world intelligence aggregator, bringing you the latest global current affairs headlines

    2. is the largest database of magazines and newspapers on the Internet, with listings for about 25,000 magazines, newspapers and top intelligence sites from everyone over the world.

    3. Newspaper Map

    Newspaper map is a free webapp that helps you find over 10,000 of the world’s online newspapers, and in many cases bag to their Google translations in one click.

    4. Distill Web Monitor

    Monitor webpage or feed for changes asn an open source intelligence tool. Distill runs in your browser to check monitored pages for changes and can send you instant alerts via SMS or email as soon as a change is detected.

    5. Feedly

    Feedly is a intelligence aggregator application that can breathe used to compiles intelligence feeds from a variety of OSINT websites, online sources and allows the you to customise and participate with others users online.

    Other Useful OSINT Tools

    Additional tools that can breathe used as piece of an OSINT framework can breathe institute below.

    As piece of their open source intelligence course, they provide extensive training on the most effectual route to expend these OSINT tools as well as an impressive and diverse scope of additional modules, everyone built using real-life experiences from their ex-military and intelligence expert team.

    1. IntelTechniques and Image Search

    2. Tineye

    3. Invid

    4. Maltego

    5. route Back Machine

    6. Transparency International


    8. Naval Open Source Intelligence

    9. TerraServer

    10. Relief Web

    11. Tripadvisor

    12. Police Sites

    13. CIA Factbook

    14. FBI Vault

    15. OSAC Report

    16. Global Terrorism Database

    17. Bellingcat

    18. Reddit

    Intelligence Fusion uses these sources, teamed with military-grade processes and structure to enable a newfangled route of thinking, encouraging analysts to adapt alternative mindsets to better discover, evaluate and understand threats of every kind.

    Our OSINT training course can breathe adapted to clients’ requirements and tailored to meet bespoke requests. They gain the capacity to conduct kisser to kisser training, across the globe, or alternatively, they can also deliver the open source ntelligence course remotely.

    If you’d like further insight into what their training programme consists of, you can download a selection of slides from their benchmark training modules by clicking here.

    T1ρ and T2 Mapping of the Intervertebral Disk: Comparison of Different Methods of Segmentation | real questions and Pass4sure dumps


    BACKGROUND AND PURPOSE: Intervertebral disk biochemical composition could breathe accessed in vivo by T1ρ and T2 relaxometry. They institute no studies in the literature comparing different segmentation methods for data extraction using these techniques. Their flush was to compare different manual segmentation methods used to extract T1ρ and T2 relaxation times of intervertebral disks from MR imaging. Seven different methods of partial-disk segmentation techniques were compared with whole-disk segmentation as the reference standard.

    MATERIALS AND METHODS: Sagittal T1ρ and T2 maps were generated by using a 1.5T MR imaging scanner in 57 asymptomatic volunteers 20–40 years of age. Two hundred eighty-five lumbar disks were separated into 2 groups: nondegenerated disk (Pfirrmann I and II) and degenerated disk (Pfirrmann III and IV). In whole-disk segmentation, the disk was segmented in its entirety on everyone sections. Partial-disk segmentation methods included segmentation of the disk into 6, 5, 4, 3, and 1 sagittal sections. Circular ROIs positioned in the nucleus pulposus and annulus fibrosus were also used to extract T1ρ and T2, and data were compared with whole-disk segmentation

    RESULTS: In the nondegenerated group, segmentation of ≥5 sagittal sections showed no statistical inequity with whole-disk segmentation. everyone the remaining partial-disk segmentation methods and circular ROIs showed different results from whole-disk segmentation (P < .001). In the degenerated disk group, everyone methods were statistically similar to whole-disk segmentation. everyone partial-segmentation methods, including circular ROIs, showed tenacious linear correlation with whole-disk segmentation in both the degenerated and nondegenerated disk groups.

    CONCLUSIONS: Manual segmentation showed tenacious reproducibility for T1ρ and T2 and tenacious linear correlation between partial- and whole-disk segmentation. Absolute T1ρ and T2 values extracted from different segmentation techniques were statistically different in disks with Pfirrmann grades I and II.

    ABBREVIATIONS: AAF anterior annulus fibrosus AF annulus fibrosus CROI circular ROIs ICC intraclass correlation coefficient NP nucleus pulposus PAF posterior annulus fibrosus PDS partial-disk segmentation WDS whole-disk segmentation

    MR imaging is considered the best noninvasive manner to study intervertebral disks. MR imaging allows the visualization of clearly different anatomic disk subregions, including the nucleus pulposus (NP) and the annulus fibrosus (AF).1,2 However, routine clinical images provide a qualitative or semiquantitative assessment made by an expert.3 The requisite for a better understanding of physiologic and pathologic processes in the disk led to the application of quantitative techniques in MR imaging such as T1ρ and T2 mapping.3,4

    For the extraction of quantitative data from a given region of interest, it is necessary to achieve segmentation procedures that involve selecting the region to breathe analyzed.5 This segmentation can breathe manual, semiautomatic, or automatic. In studies assessing the lumbar intervertebral disk composition, different authors used different methods to achieve disk segmentation with subsequent data extraction. The most common manner in the literature with regard to T1ρ and T2 is to acquire tiny regions of interest that are anatomically based.6⇓⇓–9 Authors gain used benchmark ROIs, delineating subregions within the intervertebral disk to extract quantitative data specifically from the NP and AF.6,7 Additional intermediate ROIs on boundaries between the nucleus and annulus gain also been used.8,9 In the latter, intermediate ROIs were implemented to compensate for the increased steps for segmentation in each image. These studies analyzed a limited number of MR imaging sections. The segmentation using a few MR imaging sections and regional ROIs allows the extraction of data more quickly than segmenting the gross intervertebral disk. Other authors chose to achieve the segmentation of the disk as a whole, with the region of interest covering the NP and AF simultaneously.10,11 The expend of segmentation of only the central MR imaging sagittal section to extract quantitative data from the intervertebral disk is also very common in the literature.12,13

    The intervertebral disk structure is nonuniform with differences in hydration and collagen content between NP and AF. Therefore, the extraction of different T1ρ and T2 relaxation times may breathe expected depending on the segmentation manner used.10,14 Despite the potential significance of using different segmentation methods in the evaluation of the intervertebral disk composition, they gain not institute studies comparing the accuracy, reliability, and reproducibility of the results generated by different segmentation methods. Their hypothesis is that partial segmentation of intervertebral disks, especially through benchmark geometric regional ROIs, will result in the extraction of different T1ρ and T2 relaxation times compared with plenary segmentation.

    Materials and Methods Population Sample

    This study was approved by the institutional review board. The volunteers were recruited through institutional review board–approved local advertisement and were selected on the basis of the inclusion criteria. They recruited 57 asymptomatic adults (25 men and 32 women), with a addupto age of 26.54 ± 5.0 years (range, 20–40 years); addupto height, 1.69 ± 0.08 m (1.53–1.90 m); addupto weight, 67.52 ± 13.85 kg (range, 46.5–105 kg); and addupto body mass index, 23.5 ± 3.4 kg/m2 (range, 15.9–30.3 kg/m2). The inclusion criteria for the volunteers were the following: 20–40 years of age with an Oswestry Dysfunction Index score <10. Volunteers with persistent low back ache for at least 6 months; an Oswestry Dysfunction Index score >10; or previous spinal pathology, significant scoliosis, or surgery were excluded from the study.

    All 5 lumbar disks of the 57 volunteers were studied; therefore, they evaluated 285 disks. The intervertebral disks were graded according to the Pfirrmann et al classification.14 After classification by the Pfirrmann grading system, they divided the intervertebral disks into 2 subgroups: nondegenerated (grades I and II) = 224 disks and degenerated (grades III and IV) = 61 disks. In their sample, they institute no grade V intervertebral disks according to the Pfirrmann et al classification.

    MR Imaging

    All MR imaging examinations were performed by using a 1.5T scanner (Achieva; Philips Healthcare, Best, the Netherlands). They used a 16-channel spine coil (SENSE-SPINE; Philips). Volunteers were kept silent in a supine position with the lower limbs extended and relaxed. The study protocol included a 2D quickly spin-echo sequence with the following characteristics: orientation = sagittal, FOV = 22 × 22 cm, thickness = 4 mm, number of sections = 16, matrix = 256 × 256 and no intersection gap. For the segmentation process, they acquired a T2-weighted sagittal sequence, with TE = 120 ms and TR = 3900 ms. Spin-echo sequences were acquired to generate quantitative T1ρ and T2 maps. They used the following parameters—T2 multiecho sequence: TE = 20/40/60/80/100/120/140/160 ms and TR = 3000 ms; T1ρ multilocker times sequence: TE = 20 ms, TR = 2000 ms, Tlock = 2/10/20/40/60 ms. The total MR imaging acquisition time was 13 minutes.

    Image Evaluation

    The array software (McConell Brain Imaging Center, Montreal, Quebec, Canada) was used for image analysis and segmentation. The segmentation process was performed on the sagittal plane according to the illustrations in Figs 1 and 2. The segmentation of 285 disks was performed by 2 independent and blinded observers, taking supervision not to embrace regions of subchondral bone. They were previously trained for 2 months in manual spinal MR imaging segmentation and were supervised by a senior radiologist with 15 years' undergo in musculoskeletal radiology and spine MR imaging. First, plenary manual segmentation of the gross intervertebral disk, encompassing NP and AF, for each disk in everyone 12 sections was performed for everyone lumbar disks of each volunteer (whole-disk segmentation [WDS]). Partial-disk segmentation (PDS) methods were performed by using 6 different techniques according to the illustration in Fig 1 by using the following: 6 sections (PDS-6), 5 sections (PDS-5A and PDS-5B), 4 sections (PDS-4), 3 sections (PDS-3), and only 1 central section (PDS-1). Extraction of T1ρ and T2 relaxation times was also performed by using 3 circular ROIs (CROI) placed on the NP, anterior annulus fibrosus (AAF), and posterior annulus fibrosus (PAF) by using 3 several sagittal sections as shown in Fig 2. The most central region of the NP was marked by using a region of interest with an district of 26.77 mm2. This region was labeled regardless of the presence or absence of a nuclear cleft. ROIs with 12.75 mm2 each were used in the regions of AAF and PAF. They placed ROIs on the most anterior and posterior regions of the annulus, avoiding selecting the transition regions between the AF and NP.

    Fig 1.

    On the left is a sagittal T2-weighted image representing the segmented region of the intervertebral disk. On the privilege is the number of sections used in partial segmentation methods. A, Whole-disk segmentation. B, Partial-disk segmentation using 6 sections (PDS-6). C, Partial-disk segmentations using 5 sections, manner A (PDS-5A). D, Partial disk segmentation using 5 sections, manner B (PDS-5B). E, Partial-disk segmentation using 4 sections (PDS-4). F, Partial disk segmentation using 3 sections (PDS-3). G, Partial-disk segmentation using 1 central section (PDS-1).

    Fig 2.

    A, The CROI subregions are indicated in a T2-weighted image in the sagittal plane of a volunteer: blue for the nucleus pulposus, red for the anterior annulus fibrosus, and yellow for the posterior annulus fibrosus. B, Axial image in which the CROI manner was used.

    The main researcher was the first observer, liable for the segmentation of everyone 285 lumbar disks. One hundred disks were randomly selected for intra- and interobserver reproducibility analysis, 50 from the degenerated group and 50 from the nondegenerated group. These disks were segmented a second time by the first and second observer with an interval of 2 months after the first segmentation.

    Statistical Analysis

    The analysis of intra- and interobserver variability was performed by the intraclass correlation coefficient (ICC) with 99% assurance intervals for everyone lumbar levels.

    To anatomize the distribution of T2 and T1ρ relaxation times, the Shapiro-Wilk test (99% significance level) was used for each segmentation method. The WDS was chosen as the reference benchmark with which everyone PDS methods and CROI were compared. Repeated-measures ANOVA with the Dunnett posttest was used for parametric samples. For the nonparametric samples, they used the Friedman test with the Dunn posttest. P values < .05 were statistically significant. They also performed a linear regression and correlation to verify that the relaxation times of partial segmentation methods showed a linear relationship to the WDS values. For statistical analysis and for the creation of graphs and tables, they used GraphPad Prism software, Version 5 (GraphPad Software, San Diego, California). To figure the ICC, they used SPSS, Version 20 (IBM, Armonk, newfangled York).


    The values of T2 and T1ρ relaxation times of the regions of the disk are shown in Table 1. In the nondegenerated group, in both T2 and T1ρ mapping, the methods PDS-6 and PDS-5B showed the average nearest to WDS, also with a lower SD. In the segmentation techniques with fewer sections, the average relaxation times extracted were more distanced from the results obtained with WDS and had a larger SD. In the degenerated disk subgroup, on the other hand, the values obtained from both T2 and T1ρ mappings were similar and did not differ statistically between the WDS, PDS, and CROI.

    Table 1:

    Values of the T2 and T1ρ relaxation times (ms) expressed as average and SD for each experimental manner (n = 285 disks)

    In Tables 2 and 3 are the results of intraclass correlation coefficients and assurance intervals for each technique in the nondegenerated and degenerated groups. The ICC was higher for T1ρ and T2 in the NP and gross disk than for AAF and PAF. These results of intraobserver and interobserver reproducibility were similar between degenerated and nondegenerated disk groups.

    Table 2:

    ICCs and 99% CIs for intra-and interobserver analysis of quantitative techniques (n = 50) used in the nondegenerated group

    Table 3:

    ICCs and 99% CIs for intra- and interobserver analysis of quantitative techniques (n = 50) used in the degenerated group

    The ANOVA test for T2 relaxometry and the Friedman test for T1ρ relaxometry were used to evaluate whether the relaxation times obtained by different segmentation methods were similar. Their results showed statistically significant differences between the results of different segmentation techniques of nondegenerated cases (T2: P < .0001, F = 74.33; T1ρ: P < .0001, Friedman = 299.2). The exception occurred for the PDS-6 and PDS-5B methods, in which relaxation times extracted for both T2 and for the T1ρ were not statistically different from those of WDS. The degenerated group showed a different behavior, in which there was no statistical inequity among WDS, PDS, and CROI for both T2 (P = .45, F = 0.97) and T1ρ mapping (P = .14, Friedman = 64.41).

    Table 4 presents the correlations between the partial-segmentation methods and WDS. The R values were higher in the methods that used more sections. Comparing T1ρ and T2 mapping, one could behold that the values of T2 relaxation times were discretely more scattered compared with those of T1ρ relaxation times. In both mappings, the number of sections used decreased and the assurance intervals were larger. everyone methods also showed a significant positive correlation with WDS (Table 4) (P < .0001). The values were much higher in NP compared with AF in the nondegenerated group for the both T1ρ and T2 relaxometry. In the degenerated disk group, the relaxation times of NP and AF had a more similar behavior in relation to the gross disk. This result was more evident for T1ρ mapping.

    Table 4:

    Correlation between whole-disk and partial-disk segmentation methodsa


    In this research, they studied different techniques of extraction of T2 and T1ρ relaxation times from the lumbar intervertebral disks and compared various PDS methods with the WDS. Their results suggest that the election of the segmentation manner can influence the absolute results obtained. For practical reasons, most previous studies gain used tiny geometric ROIs for degenerative disk disease.9,15 They did not find any previous study in vivo that explored the segmentation of the intervertebral disk to its plenary extent.

    Our results (Tables 2 and 3) showed a elevated intra- and interobserver reproducibility for T2 and T1ρ, both for the nondegenerated and degenerated groups. The intra- and interobserver ICCs were stronger for NP and WDS. AF ICC values were temper because the placement of ROIs in AF tends to breathe a bit more difficult. This is especially actual in cases of severely degenerated disks, when the edge zone between the NP and AF becomes indistinct with progressive incorporation of nucleus pulposus material into the interior of the annular lamellae.16⇓–18

    PDS-6 and PDS-5B results for T2 and T1ρ were statistically similar to those of WDS in the nondegenerated group. Their results suggest that about 50% of the disk structure needs to breathe segmented so that the results would breathe comparable with those extracted via WDS on intervertebral disks with Pfirrmann grades I and II. As previously described in the literature,3,11,19 if the extraction of T2 and T1ρ emphasizes the central sections, it may overestimate the glycosaminoglycan content of the disk.

    In the degenerated disk group, partial segmentation methods and CROI showed results similar to those of the plenary segmentation. This outcome may gain occurred by the accentuated loss of proteoglycans and water and replacement by sort I collagen in NP.20 Thus, in degenerated disks, the relaxation time of NP became very nigh to that of AF because the disk composition becomes more homogeneous.15,21

    In cases of austere scoliosis, disk degeneration may occur unevenly in different regions of the disk.22⇓–24 The presence of volunteers with scoliosis could potentially influence their results of comparison between different segmentation techniques, but it did not occur because they had no case of scoliosis. Panoramic radiographs were available for each case due to another research project in progress from their group. The presence of osteophytes should also breathe considered carefully so that the segmentation does not encompass these regions.25 Other accentuated postural changes, vertebral fractures, listhesis, or extruded disk herniation could also result in uneven disk degeneration,24,26 so that using only central sagittal sections for data extraction could result in a different composition assessment of the disk. Their sample had no volunteer with deformities, fractures, or disk herniation.

    Our results support the expend of partial segmentation methods in the study of intervertebral disk composition because PDS and CROI methods showed, in general, excellent correlation to the WDS manner (Table 4). However, the comparison among results of different studies that used different segmentation methods should breathe done with caution.15,27 Their results demonstrate that the expend of different segmentation techniques may result in measurement of different values of intervertebral disk relaxation times.

    Regarding the comparison of their results with the literature, the NP T2 relaxation times were very nigh to those reported in previous studies.9,28,29 For the AF T2, their results were similar to those of Stelzeneder et al28 and Welsch et al,29 and slightly higher than those of Trattnig et al.9 With respect to the T1ρ relaxation times, the values encountered for the NP and AF in their study were lower than those institute in the literature.12,30⇓–32 They hypothesize that at least in part, this inequity may breathe due to different magnetic sphere strengths, because most of the previous studies used 3T MR imaging.12,31,32 In common with authors of other studies, they institute that a greater degree of degeneration implies lower T2 and T1ρ relaxation times.

    When they compared the individual relaxation times of NP, AAF, and PAF, everyone 3 regions showed statistical correlation with the WDS values. In the nondegenerated group, the NP values had a stronger correlation with WDS, suggesting that their influence on the relaxation time of the gross disk is larger than that from AF, as has already been described in the literature.19,20 The annulus fibrosus also follows the uniform changes of the gross disk, but less than the nucleus.33 However, in the degenerated group, the relaxation times of NP and AF showed a more similar behavior in relation to the gross disk. Antoniou et al21 used MR imaging quantitative techniques and also a mechanical test to study the intervertebral disks and institute similarities in the NP and AF behavior over the degenerative processes. This finding shows that both regions are affected evenly, especially at the nascence of the degeneration. This phenomenon was more evident in T1ρ mapping because this manner has proved more affinity with loss of proteoglycan content, which has been suggested as a major trigger of the degenerative process, resulting in a low relaxation time.12,13

    Most studies in the literature preferred segmentation of NP and AF individually.28⇓⇓⇓–32,34 In intervertebral disks with Pfirrmann grades I and II, segmenting these structures separately usually makes it viable to distinguish them better. If the degeneration increases to grades III and IV, this distinction becomes more difficult.14 Thus, a relative edge of performing segmentation of the gross district or the gross volume of the disk is to enable a more secure comparison among disks with different degrees of degeneration.

    A relative limitation of their study is that they included only green and asymptomatic volunteers; therefore, the results may not breathe extended to the symptomatic population. They also did not gain Pfirrmann grade V intervertebral disks. This probably is not an necessary practical limitation in the research sphere because composition studies from quantitative MR imaging are less likely to breathe applied to severely degenerated disks.

    Numerous researchers gain used quantitative MR imaging to improve the understanding of intervertebral disk degeneration. During the past 10 years, the expend of quantitative MR imaging techniques, especially T2 and T1ρ relaxometry, gain allowed the evaluation of the intervertebral disk composition in vivo. However, the lack of standardization for data collection may impair the comparison of results from different studies. Despite the growing significance of relaxometry for in vivo evaluation of intervertebral disk biochemical composition and disk degeneration, they did not find studies concerned with the comparison of different segmentation techniques. When one envisions future research about the etiology and risk factors for disk degeneration, the standardization of T2 and T1ρ mapping may assume a considerable importance.


    Manual segmentation showed tenacious reproducibility for degenerated and nondegenerated disks. The segmentation methods they compared showed excellent linear correlation with each other. Absolute T1ρ and T2 values extracted from different segmentation techniques were statistically different in intervertebral disks with Pfirrmann grades I and II.


    The authors concede the funding support from CNPq, CAPES and FINEP.

  • Disclosures: Rafael Menezes-Reis—RELATED: Grant: Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Comments: Masters scholarship; support for Travel to Meetings for the Study or Other Purposes: Council for Scientific and Technological Development, Comments: support provided by CNPq. Camila Silva de Carvalho—RELATED: Grant: scientific initiation scholarship from R-USP, Comments: from August 1, 2012, to July 31, 2013, $400.00. Gustavo P. Bonugli—UNRELATED: Board Membership: Coordenação de Aperfeiçoamento de Pessoal de Nível Superior. Christine B. Chung—UNRELATED: Grants/Grants Pending: National Institutes of Health,* Comments: NIDCR TMJ grant. Marcello H. Nogueira-Barbosa—RELATED: Grant: FINEP,* Comments: funding sources: Financiadora de Estudos e Projetos, Brazil, Coordenação de Aperfeiçoamento de Pessoal de Nível Superior. *Money paid to the institution.

  • Received June 30, 2014.
  • Accepted after revision August 15, 2014.

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