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Exam Code : E20-007
Exam Name : Data Science Associate
Questions and Answers : 198 Q & A
Updated On : April 23, 2019
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E20-007 Data Science Associate

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E20-007 exam Dumps Source : Data Science Associate

Test Code : E20-007
Test Name : Data Science Associate
Vendor Name : EMC
Q&A : 198 Real Questions

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EMC Data Science Associate

Correlated nucleons may additionally clear up 35-year-historical mystery

image: Physicists increase a everyday feature that suggests that proton-neutron pairs within the nucleus, shown here, can be accountable for the EMC effect. view extra 

A careful re-evaluation of facts taken at the department of power's Thomas Jefferson national Accelerator Facility has revealed a likely link between correlated protons and neutrons within the nucleus and a 35-yr-historic mystery. The statistics have ended in the extraction of a regular characteristic that describes the EMC impact, the once-stunning discovery that quarks internal nuclei have lessen standard momenta than anticipated, and helps an evidence for the impact. The study has been posted within the journal Nature.

The EMC effect was first discovered just over 35 years ago by the eu Muon Collaboration in records taken at CERN. The collaboration found that when they measured quarks inner a nucleus, they looked distinctive from those present in free protons and neutrons.

"There are at present two leading models that describe this impact. One model is that every one protons and neutrons in a nucleus [and thus their quarks] are modified and they're all modified the same method," says Douglas Higinbotham, a Jefferson Lab group of workers scientist.

"The different mannequin, which is the one that we focus on in this paper, is distinct. It says that many protons and neutrons are behaving as in the event that they are free, while others are worried in brief-range correlations and are highly modified," he explains.

short-latitude correlations are fleeting partnerships shaped between protons and neutrons internal the nucleus. When a proton and a neutron pair up in a correlation, their buildings overlap briefly. The overlap lasts just moments earlier than the particles part ways.

The normal modification characteristic was developed from a careful re-evaluation of statistics from an experiment conducted in 2004 using Jefferson Lab's continuous Electron Beam Accelerator Facility, a DOE workplace of Science person Facility. CEBAF produced a 5.01 GeV beam of electrons to probe nuclei of carbon, aluminum, iron and lead as compared to deuterium (an isotope of hydrogen containing a proton and neutron in its nucleus).

When the authors in comparison the information from each and every of these nuclei to deuterium, they saw the identical sample emerge. The nuclear physicists derived from this counsel a normal amendment characteristic for short-latitude correlations in nuclei. They then applied the function to the nuclei used in measurements of the EMC effect, and that they discovered that it turned into the same across all measured nuclei that they regarded.

"Now we have this feature, the place we have neutron-proton brief-latitude correlated pairs, and we believe that it may describe the EMC impact," says Barak Schmookler, a former MIT graduate student and now Stony Brook university postdoctoral scientist who led this analysis effort and is the paper's lead creator.

He says that he and his colleagues consider what's going on is that the roughly 20 percent of the nucleons in a nucleus's correlated pairs at anybody time has an out-sized impact on measurements of the EMC impact.

"We suppose that once protons and neutrons inner the nucleus overlap in what we call short-range correlated pairs, the quarks have more room to maneuver, and therefore, stream greater slowly than they might in a free proton or neutron," he explains.

"The photograph earlier than this mannequin is that all protons and neutrons, when they are stuck together in a nucleus, all of their quarks start to slow down. And what this mannequin suggests is that almost all protons and neutrons carry on like nothing's modified, and it be the select protons and neutrons which are in these pairs that in reality have a significant alternate to their quarks," explains Axel Schmidt, an MIT postdoctoral fellow and co-author.

Higinbotham says whether or no longer this specific photograph of what's happening within the nucleus can also be tested, for now, the typical amendment characteristic does appear to tie the entire features of this mystery together in a self-consistent manner.

"So, now we have shown that pairs are pairs and they behave the same method, whether they're in a lead or a carbon nucleus. we have also shown that once the number of pairs are diverse as a result of they're in diverse nuclei, they are still mutually acting in truly the same method," Higinbotham explains. "So what we feel now we have found is that with one physical graphic, we can explain both the EMC effect and brief-range correlations."

If it holds up, that physical graphic of brief-latitude correlations as the reason behind the EMC effect also accomplishes one more step towards a protracted-time aim of nuclear and particle physicists to connect our two distinctive views of the atom's nucleus: as it being made of protons and neutrons, versus because it being made up of their constituent quarks.

The nuclear physicists have already begun engaged on the next step in confirming this new hypothesis, which is to measure the quark constitution of protons engaged briefly-latitude correlations and examine that with un-correlated protons.

"The subsequent element we will do is an scan that we're working in Jefferson Lab's Experimental hall B with the returned-attitude Neutron Detector. it'll measure the proton when it be in deuterium and moving at different speeds. So, we want to compare slow- and quick-relocating protons" says Lawrence Weinstein, a lead coauthor and Professor & Eminent scholar at ancient Dominion university. "That experiment will get adequate facts to reply the query. This one facets strongly to a solution, but it's not definitive."

past that, the next intention of the collaboration is to start considering the fact that how short-latitude correlations and the EMC impact may well be researched extra at a future capabilities electron-ion collider. The collaboration is now engaged on a assignment to check the most reliable means to achieve that purpose, using funds provided by using Jefferson Lab's Lab-Directed R&D program.

###

This analysis became conducted as part of the Jefferson Lab corridor B information-Mining assignment. The venture is supported by means of DOE's workplace of Science. The analysis changed into additionally supported by using the countrywide Science groundwork, the Israel Science foundation, the Chilean Comisión Nacional de Investigación Científica y Tecnológica, the French Centre country wide de la Recherche Scientifique and Commissariat a l'Energie Atomique, the French-American Cultural change, the Italian Istituto Nazionale di Fisica Nucleare, the countrywide analysis basis of Korea, and the uk's Science and technology facilities Council.

additional analyzing:

Protons Get Zippier in Neutron-wealthy NucleiProtons Pair Up with NeutronsProtons Hog the Momentum in Neutron-wealthy Nuclei

Jefferson Science friends, LLC, a three way partnership of the Southeastern Universities research affiliation, Inc. and PAE, manages and operates the Thomas Jefferson national Accelerator Facility, or Jefferson Lab, for the U.S. department of energy's workplace of Science.

Jefferson Lab is supported by way of the office of Science of the U.S. branch of energy. The workplace of Science is the one greatest supporter of basic research in the physical sciences in the united states, and is working to address one of the vital most urgent challenges of our time. For extra assistance, please discuss with science.energy.gov.


2014's most well liked IT Certification

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every quarter Foote companions compiles their records within the IT knowledge Demand and Pay traits document, and they speak with over 2600 employers to bridge the disconnect between job titles, job content and compensation. examine on to discover where the warmth is in regards to IT certifications, salaries and organisation needs.


Dell Certification e book: Overview and profession Paths

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within the Eighties, a 19-year-old pre-med scholar on the school of Texas just came about to love computer systems — a whole lot. Michael Dell by no means made it to graduation and dropped out at the end of his first yr to pursue a special dream. Armed simplest with a $1,000 stake from his family and a love of PCs, nobody might have expected that Dell would flip his dorm room "business" into Dell, Inc., a globally diagnosed leader in computing.

Dell merged with EMC organization in late 2016, and the new enterprise turned into rebranded as Dell applied sciences. Dell technologies comprises Dell, Dell EMC, Pivotal, RSA, SecureWorks, Virtustream and VMware. in response to Forbes, Dell technologies (before completion of the merger with EMC) changed into the fourth biggest privately held enterprise in the united states and the area's largest privately held technology company. With offices in additional than one hundred eighty international locations international, Dell boasts greater than a hundred forty five,000 employees, with 2016 sales exceeding $74 billion. in keeping with Dell’s 2017 Annual document to clients, a whopping 98 percent of all Fortune 500 organizations use Dell applied sciences. Dell additionally took the number 1 2017 spot for supplier variety in range, Inc.’s properly 50 companies checklist and the number 13 space on the Gartner Magic Quadrant chief record.

Computing items remain a staple in the Dell product portfolio. patrons attracted to laptops, workstations, drugs and pcs will discover lots of items accessible (together with peripherals akin to screens, printers and VDI home equipment) to fulfill very own, workplace or gaming needs. Dell also presents options for networks, storage, servers, gateways and embedded computing, as well as a wide range of IT and company features.

Dell technologies’ items and capabilities at the moment focus on three key core enterprise areas which represent a combination of the previous Dell customer solutions neighborhood, EMC suggestions Infrastructure neighborhood, Dell enterprise options neighborhood, and Dell EMC capabilities:

  • client options community: The customer solutions community continues to be beneath the Dell manufacturer and comprises PCs, application (comprises end-element safety), 2-in-1s, skinny valued clientele, virtual desktop, notebooks, and peripherals (printers, monitors, and projectors).
  • Infrastructure options community: Branded as part of Dell EMC, the Infrastructure options community represents the merger of the former Dell commercial enterprise solutions neighborhood and the EMC advice Infrastructure neighborhood. The Infrastructure options neighborhood comprises storage, servers, Virtustream and RSA, together with technologies assisting cybersecurity, cloud and hybrid cloud, massive information, and information middle infrastructure (together with converged infrastructure technologies).
  • Dell EMC services: Dell EMC functions provides consulting, working towards, deployment, aid and managed functions for company companions and consumers throughout a variety of solution areas together with IT operations, software and hardware.
  • VMware, SecureWorks and Pivotal proceed to be strategically aligned with Dell applied sciences core enterprise areas. VMware continues to function as a separate company proposing hybrid cloud, cell computing and utility-defined information center solutions. Pivotal presents analytic equipment, next-technology application building methodology, and modern cloud-native platforms while SecureWorks solutions focal point on incident response and probability intelligence protection.

    Dell Certification program Overview

    in accordance with its merger with EMC, Dell and Dell EMC's certification classes had been merged right into a single unified Dell EMC proven professional certification portfolio. You’ll discover that the web site, together with the certifications, have a brand-new seem and believe. Dell schooling features still covers a lot of CompTIA and Microsoft certifications together with a large number of Dell EMC certifications. if you’re now not bound the place to delivery for your certification experience, the brand new Dell EMC proven professional certification framework is a fine starting element. here, you’ll find certifications offered at four-ability levels:

  • Dell EMC certified affiliate (DECA): entry or foundational stage advantage
  • Dell EMC licensed expert (DECS): know-how and function-specific talents required
  • Dell EMC licensed skilled (DECE): superior journey and competencies in numerous applied sciences
  • Dell EMC certified master (DECM): discipline rely skilled in complex situations and distinct applied sciences
  • The certification framework is hierarchical with the professional certification requiring the decrease-stage associate credential as a prerequisite whereas the expert level credentials take each the affiliate and expert credentials as prereqs. affiliate and professional certifications do not expire. master and knowledgeable certifications expire after two years.

    In Dell’s new certification framework, you’ll discover Dell EMC credentials across eight different certification tracks including: know-how Architect (TA), Cloud Architect (CA), commercial enterprise Architect (EA), Implementation Engineer (IE), techniques Administrator (SA), Platform Engineer (PE), Technical support Engineer (TSE), and information Scientist (DS). The certification framework also maps credentials lower back to certain know-how areas (cloud, storage, records insurance plan, server, networking, converged infrastructure and records science) as well as certification maps for role-primarily based credentials.

    purchasable role-based mostly credentials include:

  • Plan and Design Roadmap: The Plan and Design roadmap offers four credentials on the affiliate stage, seven at the expert stage, three knowledgeable checks and a single master level (architect) examination.
  • install Roadmap: The set up certification direction offers 4 affiliate level credentials, 13 specialist exams, and four professional exams. presently, there aren't any checks at the master degree. The roadmap additionally mentions CompTIA Server+, two product and technology assessments, and networking and server associate and knowledgeable tests for networking, VxRail equipment, and PowerEdge.
  • manage Roadmap: The control course presents a single grasp examination, 5 knowledgeable checks, 15 professional checks, and 4 associate assessments. other credentials included as a part of the manage roadmap together with CompTIA Server+, VMware VCP credentials, two product expertise exams, as well as associate and knowledgeable exams in server and networking.
  • help Roadmap: The support Roadmap contains one affiliate examination, seven expert checks, and one skilled exam. The roadmap mentions CompTIA Server+ along with associate and skilled networking and PowerEdge tests.
  • Certification candidates may still register with Dell EMC TechDirect. From the TechDirect portal, candidates may additionally access free examination prep materials, agenda exams, and consider examination outcomes and their certification transcripts. Candidates may additionally additionally view their enterprise's competency fame throughout the TechDirect portal.

    Dell partners whose personnel have earned the certified Deployment professional badge may well be eligible to earn the services Competency for Deployment or quite simply the Deployment Competency designation. To earn this competency, companions have to be at the least at the Gold tier degree and have two or greater personnel who've passed the associated exam. a formal application should be submitted to Dell soliciting for Deployment Competency designation. Deployment Competency designations can be found for Server, Storage, Networking and customer systems.

    Dell EMC Certifications

    because Dell’s certification portfolio has been up to date, it’s neatly price your time to spend a few minutes perusing the new Dell EMC proven professional Certification Framework to be mindful the new certification stream. All certification tracks begin with the aid of identifying a expertise attention with candidates opting for from Cloud, Storage, facts insurance plan, Server, Networking, Converged Infrastructure, and records Science. subsequent, candidates earn the associate (DECA) level credential suggested for his or her technology song. From there, candidates choose the relevant position-based certification roadmap (Plan and Design, installation, control or aid) and observe the certification concepts to earn professional, expert and master credentials obtainable in that certification course.

    beneath, we’ve protected some examples of the many certifications you’ll discover within the new Dell EMC certification application. We’ve chosen to existing these certification examples by using the obtainable technology tracks.

    listed here are extra particulars on the Dell EMC certification tracks:

    Server:

    The Server expertise roadmap is the simplest certification course the place a 3rd-birthday party certification, the CompTIA Server+, serves as the associate-level credential.

  • Implementation Engineer, power area expert (DECS-IE): Certification is focused on IT gurus working with Dell EMC vigor facet Server technology and items. To earn the credential, candidates need to first reap both the CompTIA Server+ or Dell certified affiliate-PowerEdge credential plus pass the expert exam.  The exam goals PowerEdge Rack and Tower capabilities, installation, configuration (server storage, iDRAC,, and LifeCycle Controller), in addition to maintenance and troubleshooting.
  • ​​​​​​​Storage
  • guidance Storage and administration associate(DECA-ISM): This credential validates a candidate’s advantage of statistics middle infrastructure, storage methods, protection, replication management, backup, archive, replication, storage networking technologies (Fibre Channel SAN, web Protocol SAN and Fibre Channel over Ethernet SAN), plus Storage methods (file-based mostly, object-based mostly, application-defined, block-based mostly and intelligent).
  • Implementation Engineer, SC series specialist (DECS-IE): This certification pursuits professionals working with Dell EMC SC sequence storage items. advantage coated encompass Dell Storage manager setting up and configuration, SC series hardware and cabling (including Fibre Channel and iSCSII), SC series configuration, administration (Storage manager and SC sequence) and SAN HBA and switch configuration. To earn the cert, candidates ought to possess the affiliate-tips Storage and management version 1.0, 2.0 or 3.0 credential plus circulate the professional exam.
  • knowledgeable – SC sequence (DCEC): an expert degree certification, candidates have to possess the professional Implementation Engineer, SC collection certification plus pass the professional examination to earn this credential. The exam is concentrated on SC series Storage product-related technologies together with hardware setting up, initializing storage arrays, array configuration, failover testing, host affirmation, and entrance-end storage networking configuration.
  • Networking
  • certified associate – Networking: This credential objectives authorities working with Dell EMC networking switches. Candidates should still possess as a minimum twelve months of networking adventure with six months concentrated on installing and managing EMC networking switches and be able to installation, configure and troubleshoot networking switches.
  • certified skilled – Networking: This credential pursuits experienced Dell hardware specialists. Candidates may still possess one to 3 years of event, plus as a minimum 12 months of direct journey managing or deploying Dell hardware solutions. a success candidates will also possess an understanding of deployment, cutover and integration planning, Dell tools used for deployment, and community configuration and troubleshooting.
  • Cloud and Infrastructure functions (Cloud Architect)
  • Cloud Infrastructure and functions affiliate (DECA-CIS): This cert focuses on the usage of cloud computing reference architectures to construct cloud infrastructures, cloud technologies and techniques, cloud infrastructures, digital transformations, cloud features and applications, cloud security, company continuity, and cloud service management.
  • Cloud Infrastructure specialist (DECS-CA): This credential is the professional degree of the Dell EMC Cloud Architect certification. Candidates have to possess both the affiliate degree of the guidance Storage administration (V2.0 or 3.0) or the Cloud Infrastructure and capabilities (V1.0, 2.0 or three.0) credential plus flow the specialist examination. The exam focuses on cloud-connected issues together with design, administration, accessible supplies (comprises network, storage and computing), monitoring, hybrid cloud and catastrophe recuperation.
  • Cloud Architect, Cloud capabilities knowledgeable (DECE-CA): This certification is the knowledgeable level of the Dell EMC Cloud Architect certification. As with the DECS-CA, candidates deserve to possess either the affiliate-degree counsel Storage and management (V2.0, or three.0) or Cloud Infrastructure and services (V1.0 or 2.0) credentials plus the DECS-CA and circulate the knowledgeable degree examination. The credential validates a candidate’s ability in planning and designing cloud infrastructures, business transformation, ITaaS environments, cloud capabilities, safety, governance, and fiscal and organizational planning.
  • information protection
  • records insurance plan and administration – associate (DECA-DPM): This credential validates a candidate’s realizing of the facts insurance plan applied sciences, add-ons and methods.
  • Converged Infrastructure: Converged Infrastructure objectives authorities who retain, backup, configure, upgrade, troubleshoot, display screen and administer VxBlock systems. Two credentials are provided:
  • Converged systems and Hybrid Cloud edition 1.0 – affiliate (DECA-CSHC): here is a basis-level certification that specializes in a candidate’s knowing of the way to impact transformation the use of Dell EMC Converged techniques and Digital and IT Transformation.
  • programs Administrator, Converged Infrastructure V1.0 – expert (DECS-SA): This credential validates a candidate’s expertise of VxBlock programs concepts, administration, security, aid management, protection and troubleshooting.
  • data Science
  • records Science associate (DECA-DS):  A groundwork level credential for these simply coming into the realm of records Science and big information analytics, this certification focuses on the equipment and strategies regular in facts analytics.
  • superior Analytics strong point (DECS-DS): This certification makes a speciality of the use of superior analytic how to identify and make solution techniques for business problems. methods include Visualization, Hadoop (including Hive, Hbase and Pig), herbal Language Processing and Social network evaluation.
  • Dell Third-party Certifications

    moreover its licensed Deployment skilled certifications, Dell schooling functions has partnered with a number of third-party organizations and is authorized to give certifications for CompTIA and Microsoft.

    CompTIA Certifications

    CompTIA is a familiar dealer-impartial certification issuer. Dell presents several working towards courses for CompTIA certs, including A+, network+, protection+, Linux+, Cloud+, superior security Practitioner (CASP) and Server+. The charge for CompTIA practicing classes levels from $300 to $575.

    Microsoft Certifications

    Dell offers numerous Microsoft certifications for Microsoft Server (change Server, Lync Server and home windows Server), computing device (SharePoint, SQL Server, system middle and Hyper-V) and Database (home windows client, Server and desktop Infrastructure). Candidates can expect to pay around $2,900 for many lessons, despite the fact there are some home windows 10 training bundles available that can charge between $7,395 and $9,495.

    connected Jobs, working towards and resources

    in line with Dell, seventy eight % of all businesses utilize it deployment services. With such a common need, IT gurus that specialize in deployment locate a requirement for his or her talents throughout dissimilar business sectors. one of the vital sectors that Dell serves include education, energy, financial capabilities, government (federal, state and local), healthcare, manufacturing, retail, telecommunications, media and amusement, internet building and greater.

    regular job boards, reminiscent of TechCareers, SimplyHired and Glassdoor, display a large number of jobs obtainable for Dell-certified deployment gurus. most of the positions listed focus on engineering roles for server, virtualization, networking, systems, integration and so forth. different available roles include consulting positions, account executives, system directors, information know-how managers and deployment managers.

    Dell recommends and presents core training classes for each and every of its Dell EMC credentials. fascinated candidates who register on DirectTech web site will also be able to access free exam look at courses. furthermore, Dell offers many free e-getting to know courses on the foundation degree on a considerable number of Dell products and applied sciences including networking, storage, records coverage, huge records, converged infrastructure and extra.

    Core recommended training for each and every solution song includes a basic, intermediate and advanced course. costs range but candidates can are expecting to pay between $2,500 to $5,000. Most working towards is a mixture of eLearning actions that are achieved in advance of attending teacher-led practicing.

    Dell additionally offers training for different certifications in addition to training alternatives for end clients and IT specialists in a whole lot of disciplines, including:

    fundamental or intro-degree lessons usually charge $a hundred to $200, whereas superior-degree training courses may also can charge thousands of greenbacks (we discovered one route with a value tag of $10,000). Dell additionally offers onsite training courses, with most fees running at least double that of public lessons. essentially the most high priced route we found topped $forty two,000 for an onsite course.

    try every thing Dell has to offer at its education functions web page.


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    What Can You Do With a Political Science Degree?

    No result found, try new keyword!Earning a degree in this discipline often involves learning highly marketable quantitative skills related to data analysis and statistics. Josh Meddaugh, an associate professor of political science ...

    Students Awarded Prestigious National Science Foundation Scholarships

    STEM Students Awarded Prestigious National Science Foundation Scholarships Wednesday, April 24, 2019, By Matt Wheeler Share
  • College of Arts and SciencesCollege of Engineering and Computer Science three students

    Katie Piston, Thomas Welles and Jane Pascar

    Syracuse University graduate students Jane Pascar, Katie Piston and Thomas Welles ’17 have been awarded 2019 National Science Foundation (NSF) Graduate Research Fellowships. This highly selective fellowship program recognizes and supports outstanding graduate students in science, technology, engineering and mathematics disciplines. Each recipient is contributing to fascinating research with the potential to benefit humanity in three distinct ways—stopping the spread of disease, treating brain injuries and reducing automobile emissions.

    Pascar, a biology Ph.D. student in the Center for Reproductive Evolution (College of Arts and Sciences), studies the complex relationship between microbes and their hosts. Different factors—such as climate, or a host’s diet and habitat—can influence these microbial communities. Working with Associate Professor Steve Dorus and Weeden Professor Scott Pitnick, Pascar uses computational techniques to analyze microbial sequencing data from the world’s deadliest animal—the mosquito.

    “Mosquitoes transmit diseases like malaria. Nets and insecticides decrease the number of mosquito-related illnesses, but additional solutions are still needed,” says Pascar. “Researchers are developing ways to control mosquito populations biologically. Still, there are gaps in our knowledge. By investigating the role microbes play in a mosquito’s life, I hope to contribute to more effective preventative methods to help stop the spread of dangerous diseases.”

    Piston, a Tillman Scholar and bioengineering Ph.D. student in Associate Professor Shikha Nangia’s research group (College of Engineering and Computer Science), is contributing to knowledge of the degenerative brain disease chronic traumatic encephalopathy (CTE). CTE is associated with repeated head injuries, which damage blood vessels in the brain and disrupt the blood-brain barrier (BBB), a selectively permeable barrier of cells that form physical barriers called tight junctions. The BBB lines the brain’s more than 400 miles of microvasculature and prevents potentially harmful chemicals in the bloodstream from entering the brain.

    “CTE is a growing health crisis for our nation’s veterans and contact sport athletes. Since 9/11, more than 300,000 veterans have returned home with brain injuries,” explains Piston. “I am developing a computational model of tight junctions that have been disrupted by head injuries to fill in the knowledge gap between CTE and BBB dysfunction. Ultimately, our contributions could help uncover better treatments for brain injuries.”

    Thomas Welles ’17, a mechanical and aerospace Ph.D. engineering student in Associate Professor Jeongmin Ahn’s Combustion and Energy Research Lab (Engineering and Computer Science), seeks to increase the efficiency and fuel economy of traditional internal combustion engine vehicles. Today’s engines rely on catalytic converters to reduce emissions. Welles’ hybrid system replaces the catalytic converter and alternator system with a solid oxide fuel cell stack to produce electric power and cleaner emissions.

    “The auto industry is faced with producing vehicles with the lowest possible environmental emissions, but they are still mostly building vehicles that solely burn fossil fuels,” says Welles. “With our fuel cell research, we may be able to reduce emissions more than any current technology.”

    The NSF also recognized two additional Syracuse students with honorable mentions: Julia Giannini (Arts and Sciences), for her physics of living systems research with Associate Professor M. Lisa Manning, and Lucie Worthen (Engineering and Computer Science), for her environmental engineering research. Worthen is co-advised by Thomas C. and Colleen L. Wilmot Professor Cliff I. Davidson and Assistant Professor Christa Kelleher.

    The NSF awards about 2,000 new fellowships and 1,500 honorable mention recipients annually from more than 12,000 applicants. In addition to notable recognition, each fellow is provided three years of financial support in the form of a substantial stipend. The University also receives a cost-of-education allowance for each fellow. Honorable mention is considered a significant national academic achievement.

    The complete list of 2019 fellows and honorable mention recipients is available at www.nsfgrfp.org.


    World-class data science server to amplify Clemson’s supercomputer

    CLEMSON, South Carolina – It might look like a simple box, but inside the DGX-2 server is the technology to enhance computing performance to a never-before-seen level.

    Thanks to the work of six faculty members from the College of Science and the College of Engineering, Computing and Applied Sciences, Clemson University will be receiving its own DGX-2 server in the coming months. Funded by a $316,000 grant from the Defense University Research Instrumentation Program in the Department of Defense’s Office of Naval Research, the server will aid Clemson faculty and students who are solving tomorrow’s greatest challenges using big data approaches.

    Photo of the DGX-2

    The DGX-2 combines CPU technology with the newest in graphics processing unit (GPU) circuitry.Image Credit: NVIDIA

    Machine learning, artificial intelligence, data science: “big data” takes on numerous branches, though each is rooted in the same goal of using large, complex data sets in applied problems in everything from government, to health care, engineering and manufacturing. Solving big data questions, which are broken down into mathematical or statistical models, requires computer architecture and software that is thousands of times more powerful than the average laptop.

    Fortunately, Clemson University has one of the top four supercomputers at a public institution: the Palmetto Cluster, which is housed at the Advanced Materials Research Laboratory in Pendleton. The Palmetto Cluster makes use of more than 23,000 central processing unit (CPU) cores, the “brain” circuitry of a computer that can complete trillions of mathematical operations per second. Operated on a democratized condominium model system, any Clemson faculty, staff or student can register for an account and use the Palmetto Cluster free – a perk that puts Clemson students at an advantage.

    “To give you an idea of where computation comes into the math sciences these days, I have a student who worked on a spatio-temporal modeling problem that takes a very powerful desktop about a week and half to solve the problem,” said Christopher McMahan, an associate professor in the School of Mathematical and Statistical Sciences. “I have graduate students who, without the Palmetto Cluster, would not be able to actually write their dissertations just due to the sheer computational nature.”

    With the addition of the DGX-2 server, the computational abilities of Clemson University will be boosted with the most advanced computing power available, combining CPU technology with that of graphics processing unit (GPU) circuitry.

    Marketed by NVIDIA, the server works under the premise of parallel computing by splitting one large job into thousands of smaller ones, each of which is taken on by a different GPU to complete the job simultaneously. On its own, a single GPU will never compare to the computing ability of a single CPU, yet the power of the DGX-2 comes from its sheer numbers, McMahan said. He likens the process to the flow of water through a colander.

    “You’re pouring water out of a barrel and a CPU would be a pipe. That water is flowing down into this pipe, and there’s so much of it that it gets bottlenecked. It can only go through the pipe so fast, whereas a GPU would be like a colander. Every hole that the water is passing through is smaller, but there are more of them, so more water can pass through it,” McMahan said. “That’s literally the difference between a CPU and GPU processor. It’s the 1-to-1000s where the GPUs win.”

    The DGX-2 is outfitted with 24 CPU cores and 16 state-of-the-art GPU chips, which are designed specifically for rapid, high-performance computing. The server can achieve processing speeds of 2 petaFLOPs, or 2,000 trillion floating point operations per second. In other words, the DGX-2 is fast, able to complete trillions upon trillions of calculations every second as the world’s newest and best server in the scientific supercomputing market.

    clockwise from left: Yiqiang Han, Yuyuan "Lance" Ouyang, Qingshan Chen, Boshi Yang, Christopher McMahan, Cole Smith, the proposal team stands.

    The proposal team, clockwise from left: Yiqiang Han, Yuyuan “Lance” Ouyang, Qingshan Chen, Boshi Yang, Christopher McMahan, Cole SmithImage Credit: College of Science

    While the Clemson faculty members on the grant to purchase the DGX-2 represent many research fields – computational math, statistics, operations research, and mechanical and industrial engineering, for example – they maintain that the server can be used across a variety of disciplines so long as the question being analyzed is computational and able to be broken apart for a supercomputing platform.

    Because of this, Yuyuan “Lance” Ouyang, an assistant professor in the School of Mathematical and Statistical Sciences and the principal investigator on the grant proposal, said the entire university will benefit from having the DGX-2, especially graduate students who are entering an increasingly tech-oriented, data-streaming job market.

    “When our students go into the workforce, employers would like them to have some experience with hands-on, state-of-the-art deep-learning applications, and that requires equipment. Now, there is this top-brand computational resource that we actually have in our university. Students will be able to get their experience on the DGX-2, and when they go out into the workforce, they can be really confident not only in the theory of machine learning, but also the coding and the running of applications on a state-of-the-art deep-learning platform,” Ouyang said. “This experience is great for them.”

    “You’ll have an entire generation of students coming out of our programs that know how to use the cutting-edge computational platforms, and most people in their graduate programs do not get that outside of a computer science department, so it does set us apart in that context,” McMahan added.

    The DGX-2 is slated to be delivered in the coming months after which the grant proposal team will be the first to be trained on the platform. After an embargo period, the university’s condominium model will open up the DGX-2 to all Clemson faculty and students conducting research in big data.

    The proposal team – Ouyang, McMahan, Qingshan Chen (Mathematical and Statistical Sciences), Yiqiang Han (mechanical engineering), Cole Smith (industrial engineering) and Boshi Yang (Mathematical and Statistical Sciences) – acknowledges the Statistics and Mathematics Consulting Center, the Clemson Operations Research Institute and Clemson Computing and Information Technology (CCIT) for working together on the DURIP grant to bring the DGX-2 to campus.

    END

    This material is supported by the Defense University Research Instrumentation Program (DURIP) at the Department of Defense’s Office of Naval Research under award number N00014-19-1-2295. Any opinions, findings, conclusions or recommendations expressed in this material are those of the researchers and do not necessarily reflect the views of the Office of Naval Research.



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