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300-165 - Implementing Cisco Data Center Infrastructure - Dump Information

Vendor : Cisco
Exam Code : 300-165
Exam Name : Implementing Cisco Data Center Infrastructure
Questions and Answers : 186 Q & A
Updated On : December 17, 2018
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300-165 Implementing Cisco Data Center Infrastructure

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300-165 exam Dumps Source : Implementing Cisco Data Center Infrastructure

Test Code : 300-165
Test Name : Implementing Cisco Data Center Infrastructure
Vendor Name : Cisco
Q&A : 186 Real Questions

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Cisco Implementing Cisco Data Center

Gearing up for Cisco’s New statistics core exams | killexams.com Real Questions and Pass4sure dumps

Do you wish to work in a knowledge core? Or are you at present researching for a Cisco CCNA or CCNP certification? if so, you should definitely recognize that Cisco is updating the cloth that its information center assessments cowl. due to a constant inflow of latest applied sciences and moving job roles, the scope of statistics middle duties has modified. consequently, Cisco's changes aim to supply IT professionals who work with statistics core applied sciences the latest expertise and advantage.

although you have already got an older Cisco statistics center certification beneath your belt, it’s a good idea to gain knowledge of the brand new cloth the updated tests cowl.

the brand new CCNA records center assessments are the following:

  • The Cisco statistics center Networking (DCICN) 200-one hundred fifty (which replaces the 640-911 DCICN)
  • Introducing Cisco data core applied sciences (DCICT) 200-155 (which replaces the 640-916 DCICT)
  • The CCNP statistics center exam* alterations are more massive. the new and more streamlined certification direction includes here:

  • implementing Cisco statistics center Unified Computing (DCUCI) 300-175 (which replaces the 642-999 DCUCI)
  • implementing Cisco statistics center Infrastructure (DCII) 300-165 (which replaces the 642-997 DCUFI)
  • enforcing Cisco statistics center Virtualization and Automation (DCVAI) 300-a hundred and seventy
  • The ultimate step within the CCNP statistics core certification direction permits newcomers to choose between the design and troubleshooting specializations:

  • Designing Cisco information middle Infrastructure (DCID) 300-160 (which replaces the 642-998 DCUCD and 642-996 DCUFD)
  • OR

  • Troubleshooting Cisco facts center Infrastructure (DCIT) 300-a hundred and eighty (which replaces 642-035 DCUCT and 642-980 DCUFT)
  • *notice that the CCNP information center v5.0 assessments had been available best via July 23, 2017. learners not have the choice to choose between v5.0 and v6.0 assessments.

    If the exciting and expanding world of records centers is calling your identify and also you want to discover even if it’s a great fit, remember to trust researching for and taking as a minimum one of those new exams. The CCNA assessments are stronger for gauging first steps into the information middle realm, and the CCNP tests show off a much better level of mastery of the ideas confirmed.

    each and every set of checks had some out of date material removed and extra current material delivered. To make sure you’re up to this point, here are the noteworthy alterations.

    CCNA statistics center exam changes

    the new CCNA records middle exams include the Cisco facts middle Networking (DCICN) 200-a hundred and fifty and the Cisco statistics center applied sciences (DCICT) 200-one hundred fifty five.

    unlike the v5.0 CCNA data core assessments, the new v6.0 checks don’t cowl any product-specific fabric outside of the Cisco community. They don’t focus on the fundamentals akin to SAN architecture or product-specific functions corresponding to password healing, booting and diagnostics. They also exclude Cisco IOS router subject matters, community design models, and community services equivalent to load balancers, Cisco software manage Engine (Ace), and Cisco vast area application capabilities (WAAS).

    as an alternative, the brand new CCNA records center tests go deeper into information center architecture, unicast and multicast, authentication and authorization, and accounting (AAA). They also cowl new switching expertise via a variety of questions regarding port channeling and records-plane separation. The assessments consist of an overview of Fibre Channel over Ethernet (FCoE), along with some coverage of statistics middle storage and information superhighway Protocol (IP) storage structure and design. They extend their insurance of virtualization, overlay, underlay and data-airplane topics. additionally, Cisco-particular software Centric Infrastructure (ACI) ideas are coated, similar to coverage-pushed software-deployment model and the ACI logical model.

    CCNP information core exam changes

    the brand new v6.0 CCNP information center exams encompass right here:

  • imposing Cisco records middle Unified Computing (DCUCI) 300-one hundred seventy five
  • implementing Cisco statistics core Infrastructure (DCII) 300-one hundred sixty five
  • imposing Cisco facts center Virtualization and Automation (DCVAI) 300-a hundred and seventy
  • Designing Cisco records center Infrastructure (DCID) 300-a hundred and sixty
  • Troubleshooting Cisco facts core Infrastructure (DCIT) 300-180
  • the brand new CCNP statistics center tests keep away from product-specific topics equivalent to Nexus switches and Cisco NX-OS software. They won’t look at various you on a way to enforce any united states of americaServer Virtualization elements. not like prior assessments, they omit Adapter FEX, VM-FEX and Nexus vCenter manager integration. The exams also cut back (notwithstanding they don’t absolutely eliminate) coverage of facts center structure and design, records middle protection implementation and design, and network virtualization.

    subject matters introduced to the brand new CCNP statistics middle tests include automation, important management and scripting equipment. They additionally discuss dedicated domain protection and statistics middle storage connectivity, including FCoE. New information core and routing applied sciences, including VXLAN, OSPFv2, OSPFv3 and ISIS protocols, are covered within the new checks. additionally, the tests address vast information middle safety reminiscent of ACLs, CoPP, material binding and port protection. analyze up on the way to troubleshoot routing protocols, digital switching technologies, LAN and SAN protection, and compute protection.

    Are the new tests worth It?

    nobody ever said that earning a Cisco certification, especially at the affiliate or skilled level, is easy. You could be wondering whether it’s value the trouble, certainly if you have other facts core certifications under your belt. Cisco tests do count number, even though. They support you set yourself apart from the pack throughout interviews and hiring. Cisco is among the most common and respected vendors on the market and has been for a very long time. So, a Cisco certification includes loads of weight. additionally, in accordance with PayScale, IT execs who've earned Cisco CCNA certification can earn between $41,029 and $127,589 a 12 months, on commonplace.

    even if you’re a professional IT professional or a beginner, it’s vital to make yourself stand out among applicants in case you’re pursuing a knowledge core career. incomes any of those new facts middle certifications now not only shows your dedication to having a profession in know-how and facts center structure however also demonstrates your commitment to discovering.

    It’s challenging to earn a Cisco CCNA or CCNP certification, however that’s partly why they count number to hiring gurus. You’ll should spend hours gazing movies, taking follow checks and the usage of digital labs to make certain you've got the potential to pass the examination—however it’ll be neatly value it once you have the certification.

    Cisco certifications can benefit you in lots of methods. they can raise your resume, boost your salary and show your dedication to getting to know in-demand applied sciences. So, that you can’t go incorrect with a Cisco certification, but make sure you study the newest fabric earlier than you sit all the way down to take an examination.

    about the creator

    data center examsAnthony Sequeira is a pro coach and author on all ranges and tracks of Cisco certification. He begun his career within the IT trade in 1994 with IBM in Tampa, Florida, and promptly fashioned his personal laptop consultancy, desktop options. Anthony joined studying computer systems in 1996 and lectured to large audiences all over the world concerning the latest in computing device technologies. gaining knowledge of computers grew to be the progressive online training company KnowledgeNet, and Anthony knowledgeable there for a long time. Anthony is now a full-time coach for CBT Nuggets, where he teaches a large choice of subject matters including records middle, CCIE R&S, Microsoft windows and storage.

    Gearing up for Cisco’s New information middle exams become remaining modified: August 7th, 2017 by Anthony Sequeira


    Bridging the hole between records Scientists and IT | killexams.com Real Questions and Pass4sure dumps

    The Golden Gate Bridge became constructed to join San Francisco and Marin County using a suspension bridge over a mile lengthy.  It become developed all the way through the notable melancholy and took over four years to assemble with over 1.2 million rivets.

    after I talk to facts scientists and IT teams within the equal room, I often suppose that the distance between the 2 groups is a great deal more than the mile that Golden Gate Bridge covers.  they have got very diverse advantage and vocabulary making constructive conversation difficult.  Yet, as I even have outlined in a previous blog, the velocity of execution for supplying laptop getting to know projects has a massive monetary have an effect on.  data scientists frequently work with facts pipelines, and IT groups are concentrated on the infrastructure.  So, naturally, there may well be some verbal exchange gaps between both groups.  lately, once I demonstrate statistics scientists and IT groups that Cisco Validated Designs are able to deliver a scalable architecture helping facts pipelines, the dynamics of the room modified from one of indifference to that of tight collaboration.

    First let’s focus on facts pipelines.  for instance, the diagram under indicates a data pipeline for a single information source. The records scientist has to assemble, clean, and correlate the facts earlier than sending it for laptop learning training.  at last, a fine model emerges, enabling new data to be fed to the mannequin for up to date inference effects.

    Data Pipeline for Single Data Source

    facts Pipeline for Single information source

    however more and more, valued clientele are working with tons greater subtle records pipelines.  As proven in the diagram under, frequently times, records scientists are working with assorted statistics sources, each with their own pipeline for assortment, cleansing, and correlation.  The inferred information from each of those information sources is then fed to a 2nd stage of learning gathering the tips from varied statistics sources.  really, this category of data pipeline with varied statistics sources can be present in many verticals, from safety to targeted advertising and marketing campaigns.  On any given day, facts scientists can be focused on concerns related to any part of the pipeline.  basically, she or he is likely also wondering even if additional data sources, such as structured information, live information feed, geolocation facts, and different sources, may still be delivered to the mix to benefit deeper insights into the business difficulty at hand.  notice that the center of attention on the records and its operations prevents the information scientists from focusing on the infrastructure that is required to run the data pipelines.

    Data Pipeline for Multiple Data Sources

    records Pipeline for distinctive data Sources

    there are lots of tools purchasable to enforce statistics pipelines. each and every records scientist may have preferences counting on familiarity, facts classification and application kit  A small sample of tools is listed within the diagram under.  at the conclusion of the day, these subtle data pipelines are still application running on servers:  It’s no longer rocket science.

    Data Pipeline Software Tools

    records Pipeline application equipment

    As Cisco works with clients from diverse verticals, some patterns start to emerge. while now not all shoppers will have the identical architecture, we see that many customers end up having a combination of

  • statistics Ingestion Infrastructure: For storing, staging, and streaming the suggestions earlier than going to the next part of the information pipeline.  often, this may also be a Hadoop layer where the information is close to the compute enabling excessive parallel processing of the information.
  • Compute Intensive Infrastructure:  For compute intensive workloads like machine getting to know and deep gaining knowledge of practising, a committed cluster can be used to speed up the processing
  • Storage Infrastructure:  At some point, the uncooked and processed statistics must be stored.  Having a dedicated storage infrastructure makes it less difficult to supply scalable storage able to offering relevant backup and ease of management.
  • Infrastructure Solutions for the Data Pipeline

    Infrastructure options for the records Pipeline

    while no longer each customer will have separate clusters for every of the functions stated above, we do find that many purchasers do have the a considerable number of features equivalent to statistics ingestion, storage, and so on.  for example, the Cisco Validated Design with Cloudera records Science Workbench, contains information ingestion and storage as a part of the Hadoop cluster that comprises Apache Spark and Hadoop File equipment.  in addition, Cloudera facts Science Workbench creates a compute-intensive cluster able to using servers with GPUs running deep gaining knowledge of frameworks, akin to TensorFlow.  take a look at the CVDs in the Cisco facts middle Design Zone that provide greater details for each of the clusters mentioned above.

    Cisco is carrying on with to work with computer discovering ecosystem partners to support bridge the gap between records scientists and IT.  truly, Cisco is delighted to peer Google adding Kubeflow Pipelines to the Kubeflow open supply undertaking.  This newest contribution expands TensorFlow’s capability to compose a knowledge pipeline with reusable components accelerating the work of information scientists.  Cisco is also contributing code to the Kubeflow undertaking, making certain a constant hybrid cloud structure for laptop discovering.

    Cisco is additionally collaborating in NVIDIA’s new NGC-ready program, guaranteeing that Cisco servers, such because the currently introduced usaC480 ML, can take expertise of the NGC container registry and its colossal repository of pre-built and optimized containers with the newest laptop learning and deep gaining knowledge of frameworks.

    “effective software benefits from potent systems,” noted Kari Briski, Sr. Director, Accelerated Computing application and AI Product, NVIDIA. “With NGC-competent, clients of the Cisco u.s.a.C480 ML, with its 8 NVIDIA Tesla V100 GPUs interconnected with NVLink, can leverage NGC containers to create a fantastic solution for giant-scale deep gaining knowledge of workloads.”

    In working with the artificial intelligence and desktop getting to know ecosystem, Cisco is bridging the gap between data scientist and IT.  at the end of the day, Cisco’s goal is to speed up your the computing device getting to know deployment and refine the mining of your records.

    where are you in your experience to undertake artificial intelligence and machine getting to know?  try probably the most Cisco Validated Designs to support you accelerate.  reach out to your Cisco account crew, and we can have a deeper dialog.  if you are attending SC18 in Dallas, Texas, stop by way of the Cisco sales space, #2803.

    Share:


    Cisco Combines SD-WAN and security, Extends Intent-based Networking to wireless | killexams.com Real Questions and Pass4sure dumps

    Cisco combined its SD-WAN and protection technologies, and it extended its Catalyst 9000 switches and its intent primarily based networking from massive wired networks to wireless networks and department deployments.

    Cisco purchased SD-WAN supplier Viptela for $610 million closing yr. Its new Cisco SD-WAN security product combines Viptela’s know-how with Meraki, Cisco’s cloud-managed IT provider and wireless LAN product, plus Cisco security software.

    On the security aspect of things, Cisco’s SD-WAN now integrates Cisco’s utility-conscious business firewall, URL filtering technologies, and intrusion prevention equipment the usage of Talos for hazard intelligence. And its vManage dashboard simplifies how to deploy Cisco’s cloud security technology known as Umbrella.

    Jeff Reed, SVP of product management for Cisco’s safety business community, hinted at this mixed SD-WAN and security product previous this 12 months on the RSA convention. In an interview with SDxCentral, he noted the “SD-WAN transition and the combination of security into that” are suitable of mind for Cisco, and delivered that there are “loads of really pleasing things we're doing between Viptela and Meraki on the SD-WAN side and Umbrella in cloud security.”

    Cisco also partnered with Microsoft on its new offering in order that its SD-WAN displays in true-time all available paths to the Microsoft workplace 365 cloud. using Microsoft office URLs, Cisco determines the user’s closest cloud, which it claims effects in as much as forty percent faster performance.

    each the networking and security capabilities can also be bought through a single license model and managed through a single interface. The SD-WAN security and Microsoft office 365 utility might be purchasable within the fourth quarter.

    provider providers and other companions can build new capabilities on properly of Cisco SD-WAN via open APIs. To this conclusion, Cisco DevNet created new SD-WAN gaining knowledge of labs and sandboxes to support developers and network engineers.

    and at last, Cisco is offering two new integrated functions routers (ISR) designed for small and big department workplaces, and a brand new mounted-cost, SD-WAN short beginning service that gives customers access to SD-WAN far flung implementation and expertise switch capabilities.

    Versus VMware’s SD-WAN?

    the new SD-WAN and protection product “brings the better of breed SD-WAN and safety into a single platform,” referred to Prashanth Shenoy, vice chairman of advertising and marketing at Cisco.

    This sounds a whole lot like VMware’s story it’s promoting with its newly-branded VMware NSX SD-WAN through VeloCloud. VMware acquired VeloCloud final yr, and in might also it folded the SD-WAN technology, along with other networking and security items, into its NSX portfolio.

    closing month, Gartner posted its first Magic Quadrant for WAN area Infrastructure. It ranked VMware ranked optimum in imaginative and prescient and Cisco’s SD-WAN positioned first in execution.

    Shenoy says Cisco’s new product has a number of differentiators.

    “the primary element: we obtained Viptela over a 12 months and a half lower back to make certain the underlying routing platforms we have — that VeloCloud and NSX don’t have — is developed into our platform,” he noted.

    Plus, Cisco has a broader safety portfolio compared to VMware, which offers microsegmentation capabilities from NSX and AppDefense workload insurance plan.

    “here is basically best of breed, whether our firewall or our IPS [Intrusion Prevention System] protection,” Shenoy spoke of. “What VMware has is extra an business agreement the place they clubbed VeloCloud and NSX together.”

    New Catalyst products

    apart from its SD-WAN announcement, Cisco also extended its Catalyst 9000 portfolio for wired access to instant and mid-market consumers. It brought two new products: the Catalyst 9800 series instant Controller and the Catalyst 9200 swap, which is designed for consumers that need an easy branch change.

    both products are built on IOS-XE, which standardizes Cisco’s working equipment for campus, branch switching, routing, and wireless. The movement additionally expands Cisco’s intent-based mostly networking capabilities corresponding to automation from big wired networks to wireless and straightforward branch deployments.

    “We’ve been on this path of proposing intent-primarily based technology throughout distinct domains, even if the statistics core atmosphere or the WAN atmosphere,” Shenoy said. “With this we are bringing the theory and capacities of intent-primarily based networking all over the place, to deployments of all sizes with instant being a key area.”

    The Catalyst 9800 series instant Controllers may also be deployed on premises, in any public or deepest cloud, or essentially embedded on Catalyst 9000 switches. the brand new wireless controllers integrate with Cisco’s DNA center application, which makes it possible for customers to manage both their wired and instant environments from the identical vicinity. They additionally encompass 100 GB efficiency, sizzling-patching to simplify and get rid of application updated downtime, encrypted site visitors analytics (ETA), and streaming telemetry, all of which Cisco says are industry firsts for a instant controller.

    the brand new Catalyst 9200 change comes with built-in protection points. It helps coverage-based microsegmentation and macrosegmentation and might discover malware on the gadget. It also automates patching and updates utility devoid of wanting to reboot.


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    Implementing Cisco Data Center Infrastructure

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    Gearing up for Cisco’s New Data Center Exams | killexams.com real questions and Pass4sure dumps

    Do you want to work in a data center? Or are you currently studying for a Cisco CCNA or CCNP certification? If so, you should know that Cisco is updating the material that its data center exams cover. Owing to a constant influx of new technologies and shifting job roles, the scope of data center responsibilities has changed. As a result, Cisco's changes aim to give IT pros who work with data center technologies the most up-to-date knowledge and skills.

    Even if you already have an older Cisco data center certification under your belt, it’s a good idea to learn the new material the updated exams cover.

    The new CCNA Data Center exams are the following:

  • The Cisco Data Center Networking (DCICN) 200-150 (which replaces the 640-911 DCICN)
  • Introducing Cisco Data Center Technologies (DCICT) 200-155 (which replaces the 640-916 DCICT)
  • The CCNP Data Center exam* changes are more significant. The new and more streamlined certification path includes the following:

  • Implementing Cisco Data Center Unified Computing (DCUCI) 300-175 (which replaces the 642-999 DCUCI)
  • Implementing Cisco Data Center Infrastructure (DCII) 300-165 (which replaces the 642-997 DCUFI)
  • Implementing Cisco Data Center Virtualization and Automation (DCVAI) 300-170
  • The last step in the CCNP Data Center certification path allows learners to choose between the design and troubleshooting specializations:

  • Designing Cisco Data Center Infrastructure (DCID) 300-160 (which replaces the 642-998 DCUCD and 642-996 DCUFD)
  • OR

  • Troubleshooting Cisco Data Center Infrastructure (DCIT) 300-180 (which replaces 642-035 DCUCT and 642-980 DCUFT)
  • *Note that the CCNP Data Center v5.0 exams were available only through July 23, 2017. Learners no longer have the option to choose between v5.0 and v6.0 exams.

    If the exciting and expanding world of data centers is calling your name and you want to explore whether it’s a good fit, you should consider studying for and taking at least one of these new exams. The CCNA exams are better for gauging first steps into the data center realm, and the CCNP exams showcase a higher level of mastery of the concepts tested.

    Each set of exams had some outdated material removed and more current material added. To ensure you’re up to date, here are the noteworthy changes.

    CCNA Data Center Exam Changes

    The new CCNA Data Center exams include the Cisco Data Center Networking (DCICN) 200-150 and the Cisco Data Center Technologies (DCICT) 200-155.

    Unlike the v5.0 CCNA Data Center exams, the new v6.0 exams don’t cover any product-specific material outside of the Cisco network. They don’t discuss the fundamentals such as SAN architecture or product-specific functions such as password recovery, booting and diagnostics. They also exclude Cisco IOS router topics, network design models, and network services such as load balancers, Cisco Application Control Engine (Ace), and Cisco Wide Area Application Services (WAAS).

    Instead, the new CCNA Data Center exams go deeper into data center architecture, unicast and multicast, authentication and authorization, and accounting (AAA). They also cover new switching technology through a variety of questions regarding port channeling and data-plane separation. The exams include an overview of Fibre Channel over Ethernet (FCoE), along with some coverage of data center storage and Internet Protocol (IP) storage architecture and design. They expand their coverage of virtualization, overlay, underlay and data-plane topics. In addition, Cisco-specific Application Centric Infrastructure (ACI) concepts are covered, such as policy-driven application-deployment model and the ACI logical model.

    CCNP Data Center Exam Changes

    The new v6.0 CCNP Data Center exams include the following:

  • Implementing Cisco Data Center Unified Computing (DCUCI) 300-175
  • Implementing Cisco Data Center Infrastructure (DCII) 300-165
  • Implementing Cisco Data Center Virtualization and Automation (DCVAI) 300-170
  • Designing Cisco Data Center Infrastructure (DCID) 300-160
  • Troubleshooting Cisco Data Center Infrastructure (DCIT) 300-180
  • The new CCNP Data Center exams avoid product-specific topics such as Nexus switches and Cisco NX-OS Software. They won’t test you on how to implement any UCS Server Virtualization features. Unlike prior exams, they omit Adapter FEX, VM-FEX and Nexus vCenter Manager integration. The exams also reduce (though they don’t completely remove) coverage of data center architecture and design, data center security implementation and design, and network virtualization.

    Topics added to the new CCNP Data Center exams include automation, central management and scripting tools. They also discuss dedicated domain security and data center storage connectivity, including FCoE. New data center and routing technologies, including VXLAN, OSPFv2, OSPFv3 and ISIS protocols, are covered in the new exams. In addition, the exams address broad data center security such as ACLs, CoPP, fabric binding and port security. Study up on how to troubleshoot routing protocols, virtual switching technologies, LAN and SAN security, and compute security.

    Are the New Exams Worth It?

    No one ever said that earning a Cisco certification, especially at the associate or professional level, is easy. You might be wondering whether it’s worth the effort, especially if you have other data center certifications under your belt. Cisco exams do matter, though. They help you set yourself apart from the pack during interviews and hiring. Cisco is one of the most widely used and respected vendors on the market and has been for a long time. So, a Cisco certification carries a lot of weight. Also, according to PayScale, IT pros who have earned Cisco CCNA certification can earn between $41,029 and $127,589 a year, on average.

    Whether you’re a seasoned IT pro or a newbie, it’s important to make yourself stand out among applicants if you’re pursuing a data center career. Earning any of these new data center certifications not only shows your dedication to having a career in technology and data center architecture but also demonstrates your commitment to learning.

    It’s tough to earn a Cisco CCNA or CCNP certification, but that’s partly why they matter to hiring professionals. You’ll need to spend hours watching videos, taking practice tests and using virtual labs to make sure you have the knowledge to pass the exam—but it’ll be well worth it once you have the certification.

    Cisco certifications can benefit you in many ways. They can boost your resume, increase your salary and prove your commitment to learning in-demand technologies. So, you can’t go wrong with a Cisco certification, but make sure you study the latest material before you sit down to take an exam.

    About the Author

    data center examsAnthony Sequeira is a seasoned trainer and author on all levels and tracks of Cisco certification. He began his career in the IT industry in 1994 with IBM in Tampa, Florida, and quickly formed his own computer consultancy, Computer Solutions. Anthony joined Mastering Computers in 1996 and lectured to massive audiences around the world about the latest in computer technologies. Mastering Computers became the revolutionary online training company KnowledgeNet, and Anthony trained there for many years. Anthony is now a full-time trainer for CBT Nuggets, where he teaches a wide variety of topics including data center, CCIE R&S, Microsoft Windows and storage.

    Gearing up for Cisco’s New Data Center Exams was last modified: August 7th, 2017 by Anthony Sequeira


    Bridging the Gap between Data Scientists and IT | killexams.com real questions and Pass4sure dumps

    The Golden Gate Bridge was built to connect San Francisco and Marin County using a suspension bridge over a mile long.  It was built during the Great Depression and took over 4 years to construct with over 1.2 million rivets.

    When I talk to data scientists and IT teams in the same room, I often feel that the distance between the 2 teams is much more than the mile that Golden Gate Bridge covers.  They have very different expertise and vocabulary making effective communication difficult.  Yet, as I have mentioned in a previous blog, the speed of execution for delivering machine learning projects has a huge financial impact.  Data scientists often work with data pipelines, and IT teams are focused on the infrastructure.  So, naturally, there may be some communication gaps between the two teams.  Recently, when I show data scientists and IT teams that Cisco Validated Designs are able to provide a scalable architecture supporting data pipelines, the dynamics of the room changed from one of indifference to that of tight collaboration.

    First let’s talk about data pipelines.  As an example, the diagram below shows a data pipeline for a single data source. The data scientist has to collect, clean, and correlate the data before sending it for machine learning training.  Eventually, a good model emerges, enabling new data to be fed to the model for updated inference results.

    Data Pipeline for Single Data Source

    Data Pipeline for Single Data Source

    But increasingly, customers are working with much more sophisticated data pipelines.  As shown in the diagram below, often times, data scientists are working with multiple data sources, each with their own pipeline for collection, cleansing, and correlation.  The inferred data from each of these data sources is then fed to a second stage of learning gathering the information from multiple data sources.  In fact, this type of data pipeline with multiple data sources can be found in many verticals, from security to targeted marketing campaigns.  On any given day, data scientists can be focused on issues related to any part of the pipeline.  In fact, he or she is probably also wondering whether additional data sources, such as structured data, live news feed, geolocation data, and other sources, should be added to the mix to gain deeper insights into the business problem at hand.  Note that the focus on the data and its operations prevents the data scientists from focusing on the infrastructure that is needed to run the data pipelines.

    Data Pipeline for Multiple Data Sources

    Data Pipeline for Multiple Data Sources

    There are many tools available to implement data pipelines. Each data scientist will have preferences depending on familiarity, data type and software package  A small sample of tools is listed in the diagram below.  At the end of the day, these sophisticated data pipelines are still software running on servers:  It’s NOT rocket science.

    Data Pipeline Software Tools

    Data Pipeline Software Tools

    As Cisco works with customers from different verticals, some patterns start to emerge. While not all customers will have the same architecture, we see that many customers end up having a combination of

  • Data Ingestion Infrastructure: For storing, staging, and streaming the information before going to the next part of the data pipeline.  Often, this can be a Hadoop layer where the data is close to the compute enabling high parallel processing of the data.
  • Compute Intensive Infrastructure:  For compute intensive workloads like machine learning and deep learning training, a dedicated cluster can be used to accelerate the processing
  • Storage Infrastructure:  At some point, the raw and processed data needs to be stored.  Having a dedicated storage infrastructure makes it easier to provide scalable storage capable of delivering proper backup and ease of management.
  • Infrastructure Solutions for the Data Pipeline

    Infrastructure Solutions for the Data Pipeline

    While not every customer will have separate clusters for each of the functions cited above, we do find that many customers do have the various functions such as data ingestion, storage, etc.  For example, the Cisco Validated Design with Cloudera Data Science Workbench, incorporates data ingestion and storage as part of the Hadoop cluster that includes Apache Spark and Hadoop File System.  In addition, Cloudera Data Science Workbench creates a compute-intensive cluster capable of using servers with GPUs running deep learning frameworks, such as TensorFlow.  Check out the CVDs in the Cisco Data Center Design Zone that provide more details for each of the clusters mentioned above.

    Cisco is continuing to work with machine learning ecosystem partners to help bridge the gap between data scientists and IT.  In fact, Cisco is delighted to see Google adding Kubeflow Pipelines to the Kubeflow open source project.  This latest contribution expands TensorFlow’s capability to compose a data pipeline with reusable components accelerating the work of data scientists.  Cisco is also contributing code to the Kubeflow project, ensuring a consistent hybrid cloud architecture for machine learning.

    Cisco is also participating in NVIDIA’s new NGC-Ready program, ensuring that Cisco servers, such as the recently announced UCS C480 ML, can take advantage of the NGC container registry and its large repository of pre-built and optimized containers with the latest machine learning and deep learning frameworks.

    “Powerful software benefits from powerful systems,” said Kari Briski, Sr. Director, Accelerated Computing Software and AI Product, NVIDIA. “With NGC-Ready, users of the Cisco UCS C480 ML, with its 8 NVIDIA Tesla V100 GPUs interconnected with NVLink, can leverage NGC containers to create an ideal solution for large-scale deep learning workloads.”

    In working with the artificial intelligence and machine learning ecosystem, Cisco is bridging the gap between data scientist and IT.  At the end of the day, Cisco’s goal is to accelerate your the machine learning deployment and refine the mining of your data.

    Where are you in your journey to adopt artificial intelligence and machine learning?  Check out some of the Cisco Validated Designs to help you accelerate.  Reach out to your Cisco account team, and we can have a deeper conversation.  If you are attending SC18 in Dallas, Texas, stop by the Cisco Booth, #2803.

    Share:


    Cisco’s Multi-Domain Strategy for Enterprise Expansion to the Cloud | killexams.com real questions and Pass4sure dumps

    If someone were ever to ask me, as a person who runs a large engineering organization, where I invest the majority of my time — my answer would be listening to people. I’ve found over the years that listening can be inspiring or motivating; sometimes ruthlessly humbling and more often than not, results in a healthy reality-check on what I need to think about more.

    As far as market trends go, over the past several years when discussions turned to cloud computing I listened carefully. Very carefully, in fact. Cloud computing is one of the seminal technology trends of our day, and it’s been clear it will have far reaching impacts for decades to come. By now, I’ve had the pleasure of talking to more CIOs than I can even count who shared with me their perspectives on the cloud, plans for their cloud strategies and the applications they had in flight using new cloud models. Regardless of the industries they were in or the size of their business, all of these conversations led me to an important observation…

    Enterprises weren’t MOVING to the cloud — they were EXPANDING to the cloud. I view this expansion as the accelerant for next-generation application development and the key indicator for the reinvention that must happen across IT.

    The strategies CIOs talked most about wanting to implement included deploying new applications built cloud natively and SaaS offerings, in addition to running many core workloads on-prem or in hybrid-cloud models. They realized that “moving to the cloud” wasn’t like moving to a new neighborhood — they couldn’t just load up all of their applications onto a moving truck and quickly unload them in a newly constructed house. The dynamics of commercial software development just aren’t that simple.

    We’re now a decade in to the cloud evolution, and the proposed simplicity of the “every workload to the cloud” approach has pretty much met the reality of “it’s going to take some time” and we need a better path to get there. With the public cloud providers — Amazon, Microsoft, Google, and others — each working on their respective hybrid-cloud solutions, the process of partnering with their teams to deliver cloud architectures that help our customers develop applications for a multicloud world has been a fun experience. And thanks to IBM and Red Hat, there are even more clouds for CIOs to build on.

    Along the way, I’ve listened to quite a bit of speculation about how cloud transformation would impact Cisco — from my seat, the outside-in view often misses some very important dynamics of our networking and security business. With the release of our SD-WAN portfolio today — a solution that has been reinvented for the multicloud world meaning it integrates security into the architecture in a way only Cisco can, rather than layers it on top as an after-thought — it’s a good time to set the record straight on how we think about enterprise expansion to the cloud and how we are building an architecture that will help CIOs develop the applications they are imagining while managing the new realities of the cloud era.

    First and foremost, much of the focus with regards to cloud computing has been through the lens of the data center. The reality is that the data center is only one of the many networking domains CIOs have to think about as part of their expansion strategies. There are several, actually — on the access side of the expanded enterprise where users and devices are “accessing” applications and information through wired or wireless connections, there are the campus (IT/OT) and branch domains. These networks are vast and critical to every enterprise. On the application delivery side, where infrastructure provides access to applications and information, there are the data center, public clouds, private clouds, SaaS, colocation data centers, and every form of distributed application models running in between.

    ALL of these domains must be reinvented to deliver the next-generation of digital experiences. Not one…or even two…but ALL of them. Here’s why:

    CIOs are faced with different expectations today and must have infrastructure in place that can solve for more complex environments. For example, their users expect always on and always accessible experiences from any network that’s available — airport, corporate work space, a favorite brew house…wherever. What’s more, there is a tidal wave of new devices accessing their IP networks that must be secured when most of these “things” really weren’t designed with persistent threats in mind. There are other expectations as well. Their executive staffs expect critical data to be secured, regulatory compliance to be met and business agility to be an automated capability.

    In this environment, CIOs are managing dynamic variables — users, devices, applications and data — that are changing by the minute or even by the second. Think about it. Users accessing critical applications from networks where CIOs have no visibility. Application containers and microservices that are running across multiple clouds, colos and on-prem data centers automatically spinning up and down to optimize performance. Insights mined from all of these interconnections that can power predictive actions or highlight business opportunities in real-time. All of this, while adversaries are continuously launching attacks to hunt down any vulnerability or weakness in the system that can be exploited.

    These are significant challenges that put a new face on complexity and directly impact every domain in today’s enterprises that expand from the user to the cloud.

    In a multicloud environment, multi-domain architecture is the approach that powers the strategies CIOs want to implement. Solving this pace and breadth of complexity requires more than just reengineering the data center and the campus or the data center and the branch. Security is not something that can be added on. Multi-domain architecture spans all of the domains enterprises are expanding to and everywhere in between.

    Cisco is the ONLY infrastructure provider building this multi-domain architecture. Within each domain, we have and will continue to develop best-of-breed technology including software-driven automation and analytics surfaced from every layer.

    But…Cisco’s intent-based architecture has another superpower — cross-domain integration.

    Our architecture has been reinvented to integrate all of the domains together in ways that no one else can. Our SD-WAN portfolio is integrated with our security portfolio. Our security portfolio is integrated with the Meraki Dashboard and DNA-Center (campus) — which, by the way, are also integrated together. We are now beginning to integrate DNA (campus) and ACI (data center) together through common policies that can map across these domains. Our cross-domain integration is real today and already delivering value to our customers.

    It boils down to this — CIOs are going to continue innovating. They are going to continue pushing the limits on what applications make possible and pushing the boundaries on what their users grow to expect. Cloud computing is one of the key technologies enabling this digital explosion. The more it’s leveraged, the more CIOs are realizing it’s impacting their entire IT infrastructure. From the user to the application and everything in between.

    Cisco is the company building the multi-domain architecture that will help CIOs deliver — now and in the future. Every step of the way, we are reinventing infrastructure for the expanded enterprise.

    We knew that ANY wasn’t going to be enough. CIOs need EVERY. Every User. Every Device. Every Application. Every Packet of Data…Across Every Networking Domain.

    Thanks for listening.



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    Cisco 300-165 Exam (Implementing Cisco Data Center Infrastructure) Detailed Information



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