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000-834 - Object Oriented Analysis and Design - Part 2 (Design) - Dump Information

Vendor : IBM
Exam Code : 000-834
Exam Name : Object Oriented Analysis and Design - Part 2 (Design)
Questions and Answers : 180 Q & A
Updated On : July 17, 2018
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000-834 Object Oriented Analysis and Design - Part 2 (Design)

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000-834 exam Dumps Source : Object Oriented Analysis and Design - Part 2 (Design)

Test Code : 000-834
Test Name : Object Oriented Analysis and Design - Part 2 (Design)
Vendor Name : IBM
Q&A : 180 Real Questions

IBM Object Oriented Analysis

artificial Intelligence Has a Bias issue, and it's Our Fault | killexams.com Real Questions and Pass4sure dumps

AI Has a Bias Problem, and It's Our Fault

In 2016, researchers from Boston institution and Microsoft had been working on synthetic intelligence algorithms when they discovered racist and sexist inclinations in the know-how underlying one of the vital most popular and critical features we use each day. The revelation went against the familiar wisdom that synthetic intelligence does not undergo from the gender, racial, and cultural prejudices that we people do.

The researchers made this discovery while studying notice-embedding algorithms, a kind of AI that finds correlations and associations among different words with the aid of examining colossal our bodies of textual content. for example, a informed be aware-embedding algorithm can remember phrases for vegetation are closely involving enjoyable emotions. On a greater practical degree, note embedding knows that the time period "laptop programming" is carefully concerning "C++," "JavaScript" and "object-oriented analysis and design." When integrated in a resume-scanning software, this functionality lets employers find qualified candidates with less effort. In engines like google, it can deliver better consequences by citing content material it truly is semantically regarding the quest term.

The BU and Microsoft researchers discovered that the word-embedding algorithms had frustrating biases, although—akin to associating "laptop programmer" with male pronouns and "homemaker" with feminine ones. Their findings, which they posted in a research paper aptly titled "Man is to computer Programmer as woman is to Homemaker?" was certainly one of a couple of studies to debunk the fable of AI neutrality and to shed gentle on algorithmic bias, a phenomenon that's reaching vital dimensions as algorithms turn into more and more concerned in our universal choices.

The Origins of Algorithmic Bias

computer researching and deep-learning algorithms underlie most modern AI-powered utility. In distinction to average utility, which works in keeping with predefined and verifiable guidelines, deep discovering creates its own rules and learns via example.

as an instance, to create an image-cognizance application based on deep studying, programmers "educate" the algorithm by using feeding it labeled statistics: in this case, pictures tagged with the identify of the object they include. once the algorithm ingests ample examples, it may possibly glean commonplace patterns amongst in a similar fashion labeled data and use that advice to categorise unlabeled samples.

This mechanism makes it possible for deep researching to function many projects that have been almost unimaginable with rule-based software. nonetheless it also potential deep-researching utility can inherit covert or overt biases.

"AI algorithms are not inherently biased," says Professor Venkatesh Saligrama, who teaches at Boston tuition's department of Electrical and computer Engineering and labored on the notice-embedding algorithms. "they have got deterministic functionality and will pick up any inclinations that exist already in the records they teach on."

The observe-embedding algorithms verified through the Boston institution researchers have been educated on tons of of hundreds of articles from Google information, Wikipedia, and other online sources in which social biases are deeply embedded. for instance, because of the bro subculture dominating the tech industry, male names come up extra often with tech-connected jobs—and that leads algorithms to associate men with jobs akin to programming and application engineering.

ai bias face

"Algorithms will not have the energy of the human mind in distinguishing correct from wrong," adds Tolga Bolukbasi, a last-12 months PhD scholar at BU. people can decide the morality of our movements, even once we make a decision to behave in opposition t moral norms. however for algorithms, information is the most efficient making a choice on aspect.

Saligrama and Bolukbasi weren't the primary to raise the alarm about this bias. Researchers at IBM, Microsoft, and the college of Toronto underlined the need to evade algorithmic discrimination in a paper published in 2011. lower back then, algorithmic bias was an esoteric challenge, and deep researching still hadn't found its method into the mainstream. nowadays, notwithstanding, algorithmic bias already leaves a mark on lots of the issues we do, such as reading news, finding pals, browsing on-line, and observing movies on Netflix and YouTube.

The influence of Algorithmic Bias

In 2015, Google had to apologize after the algorithms powering its pictures app tagged two black individuals as gorillas—most likely as a result of its practising dataset didn't have adequate photographs of black individuals. In 2016, of the forty four winners of a beauty contest judged by way of AI, very nearly all had been white, a few have been Asian, and only 1 had darkish dermis. once more, the intent turned into that the algorithm turned into mostly proficient with photographs of white individuals.

more lately, a verify of IBM and Microsoft's face-analysis capabilities discovered the corporations' algorithms had been essentially flawless at detecting the gender of men with gentle epidermis but commonly erred when presented with images of ladies with dark skin.

whereas these incidents likely brought about negligible damage, the identical can't be observed of AI algorithms in additional essential domains, similar to fitness care, law enforcement, and recruitment. In 2016, an investigation with the aid of ProPublica discovered that COMPAS—AI-driven utility that assesses the possibility of recidivism in offenders—became biased towards individuals of colour. the invention became exceptionally regarding as a result of judges in some states use COMPAS to assess who walks free and who stays in reformatory.

In another case, a study of Google's advertising platform, which is powered through deep-gaining knowledge of algorithms, discovered that guys had been proven advertisements for top-paying jobs greater often than women were. A separate analyze discovered an identical problem with LinkedIn's job advertisements. Yet one more confirmed that biased hiring algorithms had been 50 p.c greater prone to ship an interview invitation to an individual whose name became European-American than to a person with an African-American identify.

Areas akin to mortgage approval, credit standing, and scholarship face similar threats.

ai bias head

Algorithmic bias is additional worrying as a result of the way it might increase social biases. below the illusion that AI is cold, mathematical calculation devoid of prejudice or bias, humans may also are likely to believe algorithmic judgment without questioning it.

In an interview with Wired UK, Edinburgh Napier school criminology lecturer Andrew Wooff observed that the "time-pressured, aid intensive" world of policing may cause legislations enforcement officers to rely too plenty on algorithmic choices. "i will be able to imagine a situation the place a police officer can also count extra on the [AI-driven] system than their personal choice-making techniques," he pointed out. "Partly that can be so for you to justify a call when whatever goes wrong."

counting on biased algorithms creates a comments loop: We make choices that create more biased statistics that algorithms will then analyze and instruct on in the future.

This variety of issue is already happening on social media networks similar to facebook and Twitter. Algorithms working the news feeds create "filter bubbles," which show content material that conforms to users' preferences and biases. This could make them much less tolerant towards opposing views and may additionally further polarize society by using riding a wedge throughout the political and social divide.

"Algorithmic bias might potentially have an effect on any neighborhood," says Jenn Wortman Vaughan, senior researcher at Microsoft. "organizations that are underrepresented in the information could be specially in danger."

In domains that are already well-known for bias, such because the tech business's endemic discrimination towards ladies, AI algorithms could accentuate these biases and outcomes in further marginalization of organizations that aren't smartly represented.

health is one more critical area, Wortman facets out. "It may trigger critical problems if a laptop getting to know algorithm being used for medical diagnosis is informed on records from one inhabitants and, subsequently, fails to operate smartly on others," she says.

Bias can even be dangerous in more refined techniques. "last year i used to be planning to take my daughter for a haircut and searched on-line for photos of 'toddler haircuts' for inspiration," Wortman says. however the photos again have been basically all of white infants, basically with straight hair, and greater noticeably, primarily boys, she observed.

experts call this phenomenon "representational hurt": when technology reinforces stereotypes or diminishes specific groups. "it's hard to quantify or measure the accurate influence of this variety of bias, but that doesn't mean it be not critical," Wortman says.

removing Bias From AI Algorithms

The more and more critical implications of AI bias have drawn the consideration of a number of corporations and govt bodies, and some nice steps are being taken to tackle the ethical and social concerns surrounding using AI in diverse fields.

Microsoft, whose products rely heavily on AI algorithms, launched a research task three years ago called equity, Accountability, Transparency, and Ethics in AI (destiny) aimed toward enabling users to benefit from the enhanced insights and effectivity of AI-powered features with out discrimination and bias.

In some situations, like the AI-adjudicated attractiveness contest, discovering and fixing the source of an AI algorithm's biased habits should be would becould very well be as easy as checking and altering out the photographs within the working towards dataset. but in other cases, such as the be aware-embedding algorithms the Boston school researchers examined, bias is engrained within the working towards facts in additional refined ways.

The BU crew, which changed into joined by using Microsoft researcher Adam Kalai, developed a way to categorise word embeddings in accordance with their gender categorizations and determine analogies that have been doubtlessly biased. but they failed to make the remaining decision and would run each and every of the suspect associations via 10 americans on Mechanical Turk, Amazon's on-line market for records-linked initiatives, who would decide whether the affiliation may still be removed or now not.

ai bias city

"We failed to want to insert our own biases into the technique," says Saligrama, the BU professor and researcher. "We simply provided the tools to discover tricky associations. people made the last determination."

In a greater recent paper, Kalai and other researchers proposed using separate algorithms to classify distinctive companies of individuals as a substitute of using the equal measures for everyone. This formula can prove positive in domains the place existing records is already biased in prefer of a particular group. as an example, the algorithms that might evaluate feminine applicants for a programming job would use standards which are finest appropriate for that community as an alternative of using the broader set of facts it really is deeply influenced via latest biases.

Microsoft's Wortman sees inclusiveness within the AI industry as a vital step to fight bias in algorithms. "If we need our AI techniques to be positive to all and sundry and never just definite demographics, then organizations deserve to be hiring distinctive groups to work on AI," she says.

In 2006, Wortman helped found girls in machine learning (WiML), which holds a every year workshop at which women gaining knowledge of and dealing in the AI industry can meet, network, alternate ideas, and attend panel discussions with senior girls in industry and academia. an analogous effort is the brand new Black in AI Workshop, headquartered with the aid of Timnit Gebru, one other Microsoft researcher, which goals to construct extra diverse skill in AI.

Boston college's Bolukbasi additionally proposes altering the way AI algorithms solve problems. "Algorithms will opt for a rule set that maximizes their purpose. There can be many how to reach the equal set of conclusions for given enter output pairs," he says. "Take the instance of distinct-choice tests for humans. One may additionally reach the correct answer with a wrong pondering technique, however then again get the equal ranking. a superior verify should be designed to minimize this impact, simplest enabling the americans that really comprehend the area to get suitable scores. Making algorithms privy to social constraints can be considered as an analog to this illustration (besides the fact that children not an actual one), the place getting to know a incorrect rule set is penalized in the purpose. this is an ongoing and challenging research subject matter."

AI's Opacity Complicates equity

ai bias hammer

a further problem standing within the means of making AI algorithms fairer is the "black container" phenomenon. in many situations, corporations jealously shield their algorithms: for instance, Northpointe Inc., the company of COMPAS, the crime-predicting application, has refused to reveal its proprietary algorithm. The most effective people privy to COMPAS' internal workings are its programmers, now not the judges using it to circulate judgment.

apart from corporate secrecy, AI algorithms sometimes develop into so convoluted that the motives and mechanisms in the back of their decisions elude even their creators. in the UK, Durham police use AI gadget HART to investigate no matter if suspects have a low, reasonable, or high chance of committing extra crimes inside a two-year period. but a 2017 academic assessment of HART followed that "opacity appears difficult to prevent." here is partly as a result of the sheer amount and variety of statistics the equipment makes use of, which makes it problematic to analyze the motives behind its choices. "These particulars could be made freely attainable to the general public, however would require a major period of time and energy to wholly understand," the paper says.

several organizations and agencies are leading efforts to deliver transparency to AI, together with Google, which has launched GlassBox, an initiative to make the habits of computer-studying algorithms greater understandable without sacrificing output nice. The protection superior research initiatives agency (DARPA), which oversees the use of AI within the armed forces, is also funding an effort to enable AI algorithms to explain their selections.

In different circumstances, human judgment could be key in coping with bias. To keep away from current racial and social human biases from creeping into HART's algorithms, the Durham Constabulary provided individuals of its staff with focus periods round unconscious bias. The police drive has also taken steps to remove data aspects such as racial characteristics, which could create the grounds for biased selections.

Human responsibility

From a different point of view, AI algorithms can give an opportunity to contemplate our own biases and prejudices. "the area is biased, the ancient statistics is biased, therefore it is not marvelous that we acquire biased results," Sandra Wachter, a researcher in records ethics and algorithms at the institution of Oxford, informed The Guardian.

Wachter is a component of a analysis crew from the Alan Turing Institute in London and the tuition of Oxford, which posted a paper calling for rules and associations to investigate viable discrimination via AI algorithms.

additionally talking to The Guardian, Joanna Bryson, a computer scientist on the tuition of bath and the coauthor of a analysis paper on algorithmic bias, referred to, "a lot of people are announcing [algorithmic bias] is showing that AI is prejudiced. No. this is displaying we're prejudiced and that AI is researching it."

In 2016, Microsoft launched Tay, a Twitter bot that become imagined to study from humans and engage in smart conversations. but within 24 hours of Tay's launch, Microsoft needed to shut it down after it began spewing racist feedback, which it had picked up from its conversations with Twitter users. most likely here is a reminder that it's previous time that we humans acknowledge our own function in the apparition and propagation of the algorithmic bias phenomenon and take collective steps to undo its outcomes.

"here is a extremely advanced assignment, but it is a responsibility that we as society may still no longer shy far from," Wachter says.

Digital twin AIs designed to be trained at the part | killexams.com Real Questions and Pass4sure dumps

Chris Middleton, Vinelake


With Pure Storage and NVIDIA these days launching their synthetic intelligence (AI) supercomputer, it is handy to trust enterprise-grade AI is entirely about throwing massive number-crunching potential at large statistics sets and seeing what patterns emerge. however while these technologies notionally are aimed toward all kinds of business, the can charge of optimized AI hardware that may also be slotted into a knowledge core may be too excessive for a lot of agencies.

at the different end of the scale are applied sciences reminiscent of IBM's Watson and Watson Assistant—which may also be deployed as cloud functions—and naturally numerous suite-primarily based AI tools currently provided through many businesses. although, for a lot of cyber web of issues (IoT) and related-device deployments, neither statistics center nor cloud alternate options are useful, which is why many AI programs are relocating in other places, fast.

For time-vital processing—such as when an autonomous automobile needs to keep away from a collision—the aspect ambiance and the dispensed core are the place the precise quantity crunching needs to take area. here is why companies corresponding to Microsoft and Dell have introduced new IoT strategies focused mainly on the edge and/or the distributed core. The skill to add AI at the side is an more and more vital element in the IoT, keeping off the need to switch big amounts of information to supercomputers or the cloud and returned once again to IoT networks.

Startup SWIM.AI goals to "flip any facet machine into a data scientist," without the want for huge information sets and the commercial enterprise-grade number crunching that goes with them. 

Twin options

The business's AI part product, EDX, is designed to autonomously construct digital twins at once from streaming records within the side atmosphere. The system is built for the emerging IoT world wherein precise-world gadgets are not simply interconnected, but also offer digital representations of themselves, which may also be instantly made out of, and normally up-to-date by way of, records from their real-world siblings.

Digital twins are digital representations of a true-world object, entity, or device, and are created either simply in facts or as 3-D representations of their actual counterparts. as an example, each element of the largest computer in heritage, the gigantic Hadron Collider, is stored as a digital twin in CERN's business asset management (EAM) system. This makes it possible for scientists to no longer simplest comprehend where everything is and what it seems like, but additionally how well accessories are performing and once they want upgrade, fix, or replacement.

for many businesses, besides the fact that children, that variety of big, bespoke application is never an option. They want whatever thing simpler, easier to installation, and cheaper. 

Predictive twins

SWIM's EDX gadget is designed to enable digital twins to analyze, be taught, and predict their future states from their own true-world data. during this manner, programs can use their own behavior to instruct correct behavioral fashions by means of deep neural networks. The crucial difference to other AI solutions is that this capacity is obtainable as a carrier in true-time, with out centralized, batch-oriented big-facts analysis. SWIM EDX applications encompass sensible cities, industrial automation, utilities, and assistance technology (IT) infrastructure optimization. 

Twin administration

Gartner views digital twins as one of the most good strategic commercial enterprise tendencies in 2018. however, a key problem is how organisations can put in force the know-how, given their investments in legacy assets.

SWIM believes limited ability units in streaming analytics, coupled with an often negative realizing of the assets that generate records within complex IoT programs, make deploying digital twins too advanced for some. meanwhile, the prohibitive charge of some digital twin infrastructures puts other organizations off.

"Digital twins should be created in accordance with designated knowing of how the property they symbolize function, and they should be paired with their precise-world siblings to be effective to stakeholders on the front line," stated SWIM in a statement. "Who will operate and control digital twins? where will the aiding infrastructure run? How can digital twins be married with business useful resource planning (ERP) and different applications, and the way can the expertise be made beneficial for agile enterprise decisions?"

The enterprise claims SWIM EDX addresses these challenges by enabling any corporation with a lot of records to create digital twins that be taught from the actual world invariably, and to do so simply, cost effectively, and instantly.

Chris Middleton is the editor of internet of company (IoB), a CFE Media content material associate. this text initially seemed here. Edited through Chris Vavra, creation editor, CFE Media, cvavra@cfemedia.com.


key words: aspect computing, AI

The means so as to add artificial intelligence (AI) at the edge is an increasingly crucial element for the web of things (IoT) as groups look to improve statistics processing and effectivity. Digital twins are digital representations of a real-world object, entity, or system, and may be more suitable with AI and the IoT. log on study this article at www.controleng.com for more guidance about edge computing and AI purposes. trust this What other improvements can be made to digital twin know-how to aid AI and the IoT?

IBM : announces New Pricing mannequin to trade Economics of Cloud Storage | killexams.com Real Questions and Pass4sure dumps

LAS VEGAS, March 20, 2017 /PRNewswire/ -- IBM InterConnect -- IBM (NYSE: IBM) nowadays unveiled new additions to the IBM Cloud Object Storage household. The enterprise is providing consumers new choices for archival data and a new pricing model to extra comfortably follow intelligence to unpredictable statistics patterns the usage of analytics and cognitive tools. IBM also introduced an extended partnership with NetApp that gives NetApp consumers with extra ways to take advantage of IBM Cloud.

organizations usually ought to control throughout three types of facts workloads: "scorching" for information that's commonly accessed and used; "cool" for data it's infrequently accessed and used; and "cold" for archival statistics. cold storage is regularly described as more cost-effective, but slower; for example, if a business uses bloodless storage, it customarily has to attend extended periods of time to entry data, limiting the means to unexpectedly use that facts to derive insights. in consequence, there's a bent to store records in additional costly hot storage.

IBM's new cloud storage provider, IBM Cloud Object Storage Flex (Flex), uses a "pay as you employ" model of storage tiers probably reducing the expense through 53 % in comparison to AWS S3 IA(1) and seventy five p.c in comparison to Azure GRS Cool Tier.(2) Flex is a brand new cloud storage provider providing simplified pricing for valued clientele whose records usage patterns are complex to foretell. Flex allows for consumers to advantage from the cost discounts of cold storage for hardly ever accessed information, while preserving high accessibility to all data.

moreover, the IBM Cloud Object Storage bloodless Vault (cold Vault) provider offers valued clientele entry to cold storage records on the IBM Cloud and is designed to steer the category for cold statistics recovery times amongst foremost rivals. bloodless Vault joins the current commonplace and Vault tiers to finished quite a number cloud storage tiers that can be found with multiplied capabilities and strategies by means of Bluemix and thru the IBM Bluemix Garages.

"consumers want sooner access to more of their statistics to become cognitive organizations with a deep knowing of markets and client wants," pointed out John Morris, familiar supervisor, IBM Cloud Object Storage. "IBM's new cloud storage features and ingenious pricing mannequin offers valued clientele an effective and cheaper approach to act on insights from unpredictable information patterns."

IBM and NetApp expand partnership with new cloud object storage options

NetApp and IBM are increasing a protracted-standing partnership with the launch of new capabilities that allow NetApp valued clientele to take competencies of IBM Cloud.

NetApp's AltaVault(three) cloud backup options will now immediately be in a position to ship backups to IBM Cloud Object Storage on IBM Cloud. Incorporating native support for IBM Cloud Object Storage into AltaVault solutions makes it possible for NetApp users to deploy backup information to the IBM Cloud. It helps cut back pointless records center enlargement and allows for AltaVault clients to take skills of IBM Cloud Object Storage's flexibility, safety and regional fault tolerance.

"Our accelerated partnership with IBM gives NetApp purchasers with new the right way to take competencies of elastic cloud economics the usage of IBM Cloud," observed Henri Richard, government vice chairman, global box and client Operations, NetApp. "These new solutions extra the growth of our records textile method and reinforce our leadership in helping purchasers seamlessly manage their facts in the hybrid cloud era."

As part of the settlement, NetApp will offer backup and archival solutions that combine with IBM Cloud Object Storage via sales channels.

This announcement enhances IBM's resiliency functions including these provided via IBM international enterprise capabilities.

InterConnect is IBM's cloud and cognitive convention where more than 20,000 builders, valued clientele and companions are being brought to the latest developments in cloud computing via 2,000 sessions, labs and certifications. IBM is positioning each enterprise and startup valued clientele for success with an entire portfolio of cloud services and marquee partnerships, assisting a wide array of purposes including: huge data, analytics, blockchain and cognitive computing.

For more advice, consult with: https://www.ibm.com/cloud-computing/. For the IBM InterConnect Press kit, talk over with: ibm.biz/IBMInterConnect2017. have interaction in the conversation via @IBMCloud and #ibminterconnect.


-- IBM Cloud Object Storage cold Vault is purchasable in IBM Bluemix. -- IBM Cloud Object Storage Flex should be purchasable by means of IBM Bluemix in Q2 2017. -- IBM Bluemix garage areas worldwide, starting in April, could be equipped to work with clients on digital transformation journeys inclusive of IBM Cloud Object Storage.

About IBM

For extra tips on IBM Cloud Object Storage, discuss with www.ibm.com/cloud-computing/items/storage/object-storage/.


(1) IBM Cloud Object Storage Flex go-location vs. S3 "hot": general bucket in AWS US East ("basic") with move region Replication to S3 rare entry bucket in US West Oregon ("reproduction") and vs. S3 "Cool": S3 infrequent entry bucket in AWS US East with pass vicinity Replication to S3 rare access bucket in US West Oregon. All S3 entry assumed through "primary" bucket. Pricing in keeping with Amazon US record fees as of 3/6/2017 and announced IBM Cloud Object Storage "Flex" pricing with deliberate availability for April 2017. rate includes storage capability, API operations, and cross-region information replication prices (S3 only). price comparisons exclude outbound internet information switch prices. usage primarily based pricing evaluation in line with specific workload assumptions -specific client prices will vary counting on workload, storage means, object sizes, facts access patterns, storage tier, redundancy alternatives, and other factors. Pricing for this assessment in accordance with here workload assumptions:

-- blended footprint of 5% "small" and ninety five% "massive" objects (by ability), general object sizes: Small = 3MB, massive = 275MB -- monthly entry patterns: "hot": eighty% examine, 50% written, 5% listed. "Cool": 10% read, 50% written, 5% listed. All objects assumed retained at least 30 days.

IBM Cloud Object Storage: https://www.ibm.com/cloud-computing/products/storage/object-storage/public-carrier/

Amazon AWS S3: http://docs.aws.amazon.com/AmazonS3/latest/dev/crr.html, https://aws.amazon.com/s3/faqs/#crr, https://aws.amazon.com/s3/pricing


IBM Cloud Object Storage Flex go-location vs. Azure scorching GRS in East US 2 (fundamental) and vs. Azure Cool GRS in East US 2 (fundamental). Pricing in response to Azure US listing expenditures as of three/6/2017 and announced IBM Cloud Object Storage "Flex" pricing with deliberate availability for April 2017. price comprises storage potential, API operations, and records replication prices (Azure best). fee comparisons exclude outbound cyber web data transfer fees. utilization based pricing evaluation in accordance with certain workload assumptions -actual client charges will vary counting on workload, storage skill, object sizes, statistics access patterns, storage tier, redundancy alternatives, and different elements. Pricing for this assessment in accordance with right here workload assumptions:

-- combined footprint of 5% "small" and 95% "gigantic" objects (by way of skill), typical object sizes: Small = 3MB, significant = 275MB -- monthly entry patterns: "hot": eighty% examine, 50% written, 5% listed. "Cool": 10% read, 50% written, 5% listed.

IBM Cloud Object Storage: https://www.ibm.com/cloud-computing/products/storage/object-storage/public-provider/

Azure GRS: https://azure.microsoft.com/en-us/pricing/details/storage/blobs, https://medical doctors.microsoft.com/en-us/azure/storage/storage-blob-storage-tiers

(3 )NETAPP, the NETAPP brand and AltaVault are logos of NetApp, Inc.

Media Contact:Greg VitarelliIBM Media members of the family(617) 455-9627[email protected]

To view the fashioned edition on PR Newswire, visit:http://www.prnewswire.com/news-releases/ibm-announces-new-pricing-mannequin-to-trade-economics-of-cloud-storage-300425941.html

supply IBM

000-834 Object Oriented Analysis and Design - Part 2 (Design)

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‘I wish it could be distinctive. but he’s happy’: Physicist’s Nobel Prize sells for $1m | killexams.com real questions and Pass4sure dumps

A 1988 Nobel Prize put up for auction by using a retired experimental physicist now dealing with memory loss and potential medical expenses has offered for $US765,002 ($A1,000,834).

The online public sale went into beyond regular time Thursday evening until a ultimate bid went unchallenged for half an hour in the competitors for the gold medal received by means of Leon Lederman.

“I’m greatly surprised it sold in any respect,” noted his spouse, Ellen Lederman, on Friday. “we might let little youngsters play with it and have their photo taken.”

She mentioned Friday that her husband, 92, is in any other case suit, and they're financially comfortable in retirement, but that they now face skills expensive scientific bills and uncertainty following a dementia diagnoses for the Nobel Prize winner.

“It’s terrible,” she said. “It’s in reality difficult. I desire it can be diverse. but he’s satisfied. He likes where he lives with cats and canine and horses. He doesn’t have any problems with anxiety, and that makes me completely satisfied that he’s so content.”

They hadn’t notion about selling the Nobel Prize until being contacted by using la-based Nate D. Sanders Auctions a couple of month ago, she noted.

Lederman gained the Nobel Prize in physics with two different scientists for discovering a subatomic particle called the muon neutrino. He used the prize funds to purchase a log cabin near the tiny town of Driggs in japanese Idaho as a vacation retreat.

He retired from Fermi national Accelerator Laboratory in Batavia, Illinois, close Chicago in June 2012 and moved to Idaho full time. In an interview with The associated Press on Tuesday, he spoke of he couldn’t remember the work that went into successful the Nobel Prize.

“I don’t have any actual reports to tell about it,” he spoke of, noting the prize had been sitting on a shelf for two decades. “I sit on my deck and examine the mountains.”

Nate D. Sanders Auctions observed the last quantity for Lederman’s medal is the fourth-highest ever paid among the 10 Nobel Prizes which have been sold at auction, and simplest the second to be put up for auction by way of a dwelling Nobel Prize winner.

“I think it’s above the entire awards as most enjoyable and prestigious a person can get,” company spokeswoman Laura Yntema mentioned. “We’re very satisfied for the Ledermans. We’re simply very joyful that we have been capable of get a good cost for his or her Nobel Prize.”

The business declined to establish the buyer, who declined a request in the course of the enterprise to be interviewed.

The enterprise, which specialises in promoting leisure and activities awards, noted Lederman’s award received the second optimum promoting price in the business’s historical past. The maximum became $US861,542 ($A1,127,a hundred thirty five) paid in 2011 for the Oscar received by Orson Wells in 1941 for most suitable normal Screenplay for the film “Citizen Kane.”

Leon Lederman parlayed his Nobel Prize and enthusiasm for physics to unfold his love for science in every kind of venues, even setting up a makeshift table on sidewalks in ny and Chicago so passers-with the aid of may ask a Nobel laureate a question. individuals stood in line to achieve this.

He also wrote books and is generally recognized as coming up with the time period the “God particle,” a layman-friendly identify for a subatomic particle in any other case known as the Higgs boson.

besides the Nobel Prize, he won numerous different prestigious awards such because the Wolf Prize in Physics and the U.S. countrywide Medal of Science, but which don't seem to be lots recognized among the many commonplace inhabitants.

“All these items to the general public is only variety of fluff,” stated Ellen Lederman, 67. “The Nobel is something that people are in fact aware of.”

Rajkot Oilseeds advanced Open- Dec 12 | killexams.com real questions and Pass4sure dumps

* edible oil fees were constant to weak within the early trades. * Groundnut oil expenses remained consistent because of confined purchasing and selling. * Cottonseed oil eased due to promoting pressure from refinery contraptions. * Palm olien moved down due to negative retail demand. cutting-edge Arrivals; --Groundnut, in 35-kg bags: 0,50,000 versus 0,50,000 outdated --Castor seed, in 75-kg bags:0,13,000-0,14,000 versus 0,13,000-0,14,000 previous Groundnut deliveries in 35-kg luggage, and costs in rupees per 20 kgs, in a fewof the leading markets in the Saurashtra region of western state of Gujarat: ultra-modern latest outdated previous deliveries expense deliveries price Rajkot 06,000 0,830-1,080 07,000 0,834-1,085 Gondal 08,500 845-1,094 09,000 860-1,090 Jasdan 1,000 830-1,064 1,000 823-1,068 Jamnagar 02,500 850-1,091 03,000 846-1,100 Junagadh 04,500 800-1,076 05,000 804-1,070 Keshod 04,000 827-1,098 04,000 834-1,106 Opening Rajkot groundnut costs, in rupees per 20 kilograms: Groundnut small Groundnut daring modern open old end today's open previous conclusion Market birth 0,925-1,080 0,924-1,085 0,830-1,031 0,834-1,036 (auction price) Market birth 1,115-1,a hundred and twenty 1,115-1,a hundred and twenty 1,035-1,040 1,035-1,040 (merchants cost) Plant birth 1,one hundred thirty-1,131 1,a hundred thirty-1,131 1,050-1,051 1,050-1,051 public sale fees of different oilseeds, in rupees per 20 kilograms, and deliveries on one hundred-kg bags at Rajkot: Oilseeds No. of deliveries auction fees old expense Sesame (White) 1,040 1,780-2,002 1,751-2,015 Sesame (Black) 0,250 1,875-2,525 2,one hundred twenty five-2,581 Soybean --- --- --- Castorseed 0,one hundred sixty five 0,654-0,668 0,654-0,666 Rapeseeds a hundred and twenty 710-758 730-753 Opening Rajkot plant delivery oil costs, in rupees: -------10 kg------- -------15 kg------- today's previous state-of-the-art previous open close open close Groundnut oil 1,270 1,270 1,945 1,945 Groundnut oil subtle (15-liter tin) --- --- 2,040 2,040 Rapeseed expeller oil n.q. n.q. --- --- Rapeseed refined oil n.q. n.q. n.q. n.q. Cottonseed oil whitewash 609 615 --- --- Cottonseed oil refin1d 631 637 1,020-1,025 1,030-1,035 Soybean expeller oil --- --- --- --- Soybean oil sophisticated n.q. n.q. n.q. n.q. Sesame oil 1,800 1,800 2,810-2,820 2,810-2,820 Castor oil commercial 0,725 0,720 1,one hundred eighty-1,185 1,180-1,185 Castor oil BSS 0,735 0,730 1,200-1,205 1,200-1,205 Opening Rajkot market start expenses, in rupees per 15-kg tin: cutting-edge open previous close Groundnut oil 2,105-2,one hundred ten 2,one hundred and five-2,a hundred and ten Groundnut oil label tin 2,115-2,120 2,a hundred and fifteen-2,a hundred and twenty Groundnut oil clean tin 2,one hundred thirty five-2,one hundred forty 2,one hundred thirty five-2,one hundred forty Groundnut oil refined (15 liters) 2,150 2,150 Cottonseed oil refined 1,095-1,100 1,one zero five-1,a hundred and ten Rapeseed oil subtle 1,300-1,305 1,300-1,305 Palm oil 0,790-0,795 0,795-0,800 Sesame oil 2,960-2,965 2,960-2,965 Soybean oil refined n.q. n.q. Coconut oil 1,080-1,085 1,080-1,085 Vanaspati ghee 0,850-0,855 0,850-0,855 Castor oil business 1,270-1,275 1,270-1,275 Castor oil BSS 1,290-1,295 1,290-1,295 notice: Transport charges and taxes are excluded from plant start fees, however included in market expenses. n.q.= not quoted Groundnut is often known as peanut Rapeseed is also referred to as mustard seed

modern day Obituaries | killexams.com real questions and Pass4sure dumps

local deaths

Paul Jackson

seventy four, Retired provider technician

Paul E. Jackson, seventy four, of Grand Island died Sunday, April 27, 2003, at the Wedgewood Care core.

Memorial functions might be at 10 a.m. Wednesday at Livingston-Sondermann Funeral home. The Rev. Richard Karohl will officiate. Burial of cremains will be in the Grand Island metropolis Cemetery.

There could be no visitation. Mr. Jackson's body become cremated.

Mr. Jackson turned into born Sept. 9, 1928, at Des Moines, Iowa, to Osmond and Edith (Manthei) Jackson.

Survivors of the instant household consist of his spouse, Betty; four sons and two daughters-in-law, Mike Jackson of Sodtown, Ted and Delora hall of Pleasanton, Tim and Brenda hall of Sutton and Jeff Jackson of Grand Island; and two daughters and sons-in-legislations, Colleen and Larry Corter of Lincoln and Julie and Mike Sheridan of Sutton.

He turned into additionally survived via 15 grandchildren and eight notable-grandchildren.

He attended Sutton Public high college. In 1945, he enlisted in the U.S. Coast preserve and become stationed on an island within the Pacific where he became a radio operator.

He married Betty hall on Feb. 17, 1957, at Trinity Methodist Church in Grand Island. They lived in Lincoln, Grand Island and Sutton. Paul changed into a dispatcher/depot agent with the Burlington Northern Railroad for over twenty years. He later labored as a carrier technician for Cyclonaire Corp. He retired in 1990.

He was a member of the American Legion.

He changed into preceded in loss of life via two brothers, Dean Jackson and Edwin Wach.

Wilma Peal

Wilma L. Peal, 78, of Grand Island died Saturday, April 26, 2003, on the St. Francis scientific middle.

services might be at 10 a.m. Wednesday at the First Christian Church in Grand Island. The Rev. Erin Curtis will officiate. Burial may be at 2:30 p.m. Wednesday on the citadel McPherson national Cemetery in Maxwell.

Visitation could be from three to 9 p.m. Tuesday at Apfel-Butler-Geddes Funeral domestic with household receiving pals from 5 to 7 p.m.

Mrs. Peal become born Feb. three, 1925, at Falls metropolis to Lloyd and Florence E. (Will) Dietrich.

She turned into preceded in dying by using her husband, Edward, on Sept. eight, 1995.

Survivors of the immediate household encompass a son, Ed Peal Jr. of Littleton, Colo.; three daughters and two sons-in-law, Marsha Peal, of Omaha, Patti and Greg Brummund of Grand Island and Pamela and Ken Roth of Loveland, Colo.; and a sister, Maxine Hird, of Grand Island.

She turned into also survived through a granddaughter and grandson-in-legislations, Stephanie and Craig Ruzicka of Grand Island.

She changed into proficient in Falls metropolis through the sixth grade and graduated from Grand Island Senior excessive college in 1943. She became a member of the national Honor Society. all through excessive faculty, she turned into employed with Wolbach's and Kaufman's. After graduation, she was a clerk on the metropolis mild branch until accepting a job as secretary to the Chaplain on the Grand Island Air Base. After being replaced with the aid of army personnel, she turned into a clerk/typist for the publish Engineers unless after the war and jobs were being fazed out.

She turned into united in marriage to Edward M. Peal on Feb. 14, 1946, at Grand Island. The couple lived in Grand Island the place she became basically a homemaker/housewife.

She changed into a member of the primary Christian Church the place she turned into a member of the choir for decades, a circle leader, Deaconess, eating-room Chairman of the CWF and Bazaar for many years. She was a volunteer at Lutheran medical institution and the pink pass Bloodmobile. She additionally had helped students below the GED software. She volunteered at Salvation military on Tuesday nights within the Soup Kitchen and worked on the Election Board (Precinct 6) for decades.

She was additionally preceded in death by using her fogeys.

Memorials may well be made to the first Christian Church Endowment Fund.

To send condolences to the family or examine additional obituary guidance, please visit our net website at www.abgfh.com.

enviornment deaths

Laird Hengelfelt

76, U.S. Marine Corp veteran

STROMSBURG — Laird L. Hengelfelt, 76, of Stromsburg died Sunday, April 27, 2003, at his home.

functions may be at 10:30 a.m. Wednesday at Salem Lutheran Church in Stromsburg. The Rev. Keith Brozek will officiate. Burial could be within the Stromsburg Cemetery.

Visitation can be previous to services Wednesday at the church.

Mr. Hengelfelt became born Jan. 27, 1927, at Princeton to Louie and Lula E. (Nelson) Hengelfelt.

He became preceded in death by means of his wife, Delores "Dot" M. (Harless) Hengelfelt, on might also 23, 1997.

Survivors of the instant family unit encompass a son and daughter-in-legislation, Rod and Kathy Hengelfelt of Stromsburg; a daughter and son-in-legislation, June and Dave Baumgartner of Lincoln; and a brother and sister-in-law, Marvin and Jeanette Hengelfelt of Stromsburg.

Vera Jameson

wood RIVER — Vera Jameson, 77, of wood River died Saturday, April 26, 2003, on the Western hall country respectable Samaritan middle.

functions can be at 2 p.m. Wednesday at Apfel-O'Brien-Straatmann Funeral home in timber River. The Rev. John Ewton will officiate. Burial may be in timber River Cemetery.

Visitation will be from 5 to eight p.m. Tuesday at the funeral domestic.

Mrs. Jameson became born Aug. 19, 1925, on the household farm east of Cairo to Clarence B. and Marie (Madsen) Thienel.

Survivors of the immediate family unit include a son, Benjamin Bebee; two foster sons, Richard Purdie and Ronald and his wife Joyce Purdie; a brother, Dean Thienel of Grand Island; two sisters, Margaret Kempf of wood River and Lois Derry of Idaho; and a sister-in-legislation, Barbara Thienel of Shelton.

She was also survived by a grandson, Nickolas Purdie, two granddaughters, Nichole and Destin Stark, and a good-grandson, Jordan Stark.

She turned into baptized in the Baptist religion on the Cairo Baptist Church. Her youth changed into spent on the family farm. She attended rural school District sixty one, across the road from the household farm, together with her high faculty days at Cairo excessive.

On Feb. 26, 1953, she married Harvey Richard "Bud" Bebee at her fogeys farm domestic. One newborn, Benjamin Clayton Bebee was born to this union. Vera and Bud grew to become the foster fogeys of Ronald and Richard Purdie, sons of Vera's sister, Margaret, after the loss of life of Margaret's husband, Lawrence Purdie.

Vera worked as a waitress in a number of cafes in Grand Island as well as being an attendant at a nursing home. Bud and Vera ran the Starlite Café in Columbus and Mumbys in Fairmont before moving to wood River and purchasing the Dinette Café. Bud Bebee died on Dec. 17, 1970, in Grand Island.

David Jameson and Vera married on July 1, 1972, in timber River. David died on Oct. 2, 1979, in Grand Island.

Vera changed into preceded in loss of life by using both of her husbands, her folks, an infant brothers, Leland, a brother, Curtis, and a sister, Betty Joslin.

Memorials are advised to the decent Samaritan middle.

'Bob' Moffett

sixty six, Retired farmer

wood RIVER — Robert G. "Bob" Moffett, 66, of wood River died Sunday, April 27, 2003, at his home.

Graveside services may be at 3 p.m. Wednesday on the citadel McPherson national Cemetery at Maxwell. military rites will be supplied by means of the North Platte American Legion.

Visitation could be from 5 to eight p.m. Tuesday at Livingston-Sondermann Funeral home in Grand Island, with family present to acquire loved ones and pals.

Mr. Moffett become born Oct. 7, 1936, north of Gibbon to Robert "Tuck" and Helen (McTavish) Moffett.

Survivors of the immediate family unit encompass his wife, Deniece; a son and daughter-in-legislations, Rick and Kristy Moffett of wood River; two daughters and sons-in-legal guidelines, Bobbi and Rick Zavala and Kathy and Craig Houser, all of Grand Island; his mom, Helen Moffett of timber River; a sister and brother-in-legislation, Delores and Jerry Svoboda of Elkhorn; and a brother, Richard Moffett of Cairo.

other survivors encompass 5 grandchildren who introduced plenty joy and laughter to Bob's existence, Ericka Moffett of timber River, and Keeley and Ryan Zavala and Brett and Brian Houser, all of Grand Island.

He attended rural school north of Gibbon, and also Gibbon excessive school until his junior year, when his family moved to wood River. He graduated from wood River high faculty in 1954.

He proudly served in the U.S. Marine Corps from October 1954 to October 1957. After the provider he back to timber River, where he turned into engaged in farming.

On Dec. 7, 1958, he married Deniece Dellert at timber River. The couple lived all their married lifestyles in the timber River area, the place he farmed until his retirement this 12 months because of illness.

He was a member of the timber River American Legion post 314. He loved reading, sports, enjoying playing cards, gardening and spending time together with his household.

He became preceded in demise with the aid of his father, Robert "Tuck" Moffett, and a sister-in-law, Darlene Moffett.

Memorials are counseled to the American cancer Society, St. Francis Hospice, or the donor's option.

Stanley Powers

TAYLOR — Stanley R. Powers, eighty, of Taylor died Saturday, April 26, 2003, at St. Francis clinical center in Grand Island.

capabilities could be at 2 p.m. Wednesday at St. John's Lutheran Church in Burwell. The Rev. Matthew Berndt will officiate. Burial could be in Madison square Cemetery west of Taylor.

Visitation might be from 1 to 8 p.m. Tuesday, April 29, at Rhoad Funeral home in Sargent.

greater particulars will appear later.

Elfrieda Rewerts

DONIPHAN — Elfrieda A. Rewerts, 84, of Doniphan died Sunday, April 27, 2003, at Mary Lanning Memorial health center in Hastings after a brief illness.

functions can be at 10:30 a.m. Thursday at St. Paul's Lutheran Church in Doniphan. Burial could be in Rosedale Cemetery.

Visitation can be from 9 a.m. to 9 p.m. Wednesday at brand-Wilson Funeral domestic in Hastings and until carrier time Thursday at the church.

Mrs. Rewerts was born Oct. 20, 1918, northeast of Hastings to Fredrick and Anna (Sommerfeldt) Papenhagen.

She turned into preceded in loss of life by means of her husband, Francis, in July 1977.

Survivors of the instant family encompass two sons and a daughter-in-law, Curtis of Fairhope, Ala., and Darrel and Patricia of Doniphan; and three sisters, Paula Ramsey, Gertrude Scheider and Florence Lechman, all of Denver.

She is additionally survived by three grandsons, Jeff of Doniphan, Greg of Longmont, Colo., and Hal Meyer of the U.S. Navy Persian Gulf; three granddaughters, Christi Meyer of Las Vegas, and Tonya Higgins and Tracy Brown of Fairhope, Ala.; and eight extremely good-grandchildren.

She graduated from Hastings high school. She married Francis W. Rewerts in 1936. She farmed with her husband for many of her adult existence. She additionally worked for Schweser's clothing keep from 1956 to 1982. She was a member of the St. Paul's Lutheran Church in Doniphan and the Doniphan Senior core the place she quilted along with her friends pretty much each day.

She was also preceded in dying with the aid of a daughter, Colleen Meyer, two brothers, Walt and Hugo Papenhagen, and a sister, Mildred Monroe.

Memorials could be given to the St. Paul's Lutheran Church in Doniphan.

Condolences may well be despatched to www.brandwilson.com.

Dorothy Smithberger

ninety six, Former trainer

STANTON — Dorothy I. Smithberger, ninety six of the Stanton Nursing home died Monday, April 28, 2003, at the religion Regional fitness capabilities in Norfolk.

services should be at 10:30 a.m. Friday at the United Methodist Church in Stanton. The Rev. Janie Freeman of Stanton will officiate. Burial should be in the Stanton Cemetery.

Visitation can be from three to 8 p.m. Thursday on the Shultz-Vogel- Johnson Mortuary in Stanton.

Mrs. Smithberger became born March 7, 1907, at Stanton to George and Rosa (Carroll) Pugh.

She become preceded in demise by using her husband, Louis Smithberger, on Dec. 25, 1992.

Survivors of the instant household consist of four daughters and sons-in-legislations, Dorothy E. and Loren Fuller of Stanton, Wynn and William Nuckolls of Fairbury, Susan and Larry Harr of Omaha and Linda k. and Michael Flaherty of Grand Island; and a sister and a brother-in-legislation, Marjorie and Gerland Dennis of shock, Ariz.

She is additionally survived by 14 grandchildren and 15 high-quality grandchildren, Dorothy Fuller of Stanton, and Glenn and spouse Jill (Renneker) Fuller and kids Nikki, Lauren and Luke of Cincinnati, Ohio; Nancy (Nuckolls) Videtich and husband Dr. Wayne Videtich and kids Brandon and Megan of Lincoln; David and wife Leslie (Christensen) Nuckolls and kids David Jr. and Natalie of Atlanta, Ga.; Daniel and Christine (DeGroot) Nuckolls and children Tyler and Jessicca of Moorpark, Calif.; Theodore James "T.J." Nuckolls of los angeles; Sharyl (Harr) Baca and husband Steven Baca and kids Zachary, Brianna, Eileen, Susan, Keenan of Omaha; Steven and Allison (Oakes) Harr of big apple, N.Y.; Brian Harr of Omaha; Burke Harr of Omaha; Barbara (Flaherty) Vavra and husband Robert Vavra and baby Susan of Ord; John Flaherty of Hohnfeldt military Base in Schmidmuellen, Germany; Mark Flaherty of Omaha; and Greg Flaherty of Keesler Air drive Base, Biloxi, leave out.

She received her training within the Stanton schools, graduating from Stanton high college in 1924, and the university of Nebraska. She turned into affiliated with Gamma Phi Beta, of which she became president three hundred and sixty five days, and Pi Lambda Theta, an honorary. She changed into a Stanton County country school instructor and later taught English, Latin and drama in Dorchester. On Nov. 14, 1929, she was married to Louis Smithberger in her fogeys home in Stanton.

Dorothy turned into a member of Chapter DF, PEO, serving as state president in 1955 and 1956. As state historian, she became lead editor of the "Saga of Nebraska PEO." She and daughter Susan Harr, who was state PEO president in from 1986 to 1987, had been the primary mother-daughter to serve Nebraska State Chapter as presidents. Dorothy served on the board of the PEO home for a few years.

She was a member of the Stanton Methodist Church and taught Sunday school, subsidized formative years groups, and held local and district places of work in WSCS (now UMW).

She served on the County Centennial Committee, which promoted community growth for the city and county. She helped prepare the historical Society of Stanton County and worked with a committee to replace Meroe Owens', "A heritage of Stanton County."

For a time she became co-chairman of the Stanton County Republicans.

She promoted the organization of Stanton Church women United and became its first president. She is a previous president of the GFWC Stanton girl's club.

She had been a resident of the Stanton Nursing domestic for eight years.

Dorothy become additionally preceded in loss of life through her fogeys, an baby daughter, Sharyl Fayne, two sisters and two brothers, Bess DeWitt, Vema McMahon, and Floyd and newborn Charles Pugh, and a sister-in-legislations, Fayne Merritt.

Organist will be Dorothy Fuller. Pallbearers include "grandchildren" Glenn Fuller, David Nuckolls, Daniel Nuckolls, T.J. Nuckolls, Steven Harr Brian Harr, Burke Harr, Mark Flaherty, John Flaherty and Greg Flaherty.

Chester Vance

RAVENNA — Chester R. Vance, 76, of Ravenna and previously of Elm Creek, died Sunday, April 27, 2003 on the decent Samaritan health center in Kearney.

features can be at 2 p.m. Wednesday at the O'Brien-Straatmann-Apfel Chapel in Elm Creek. Rev. Cathy Cole will officiate. Burial may be held at a later date.

There may be no visitation. O'Brien-Straatmann-Apfel Chapel of Kearney and Elm Creek is in cost of preparations.

Mr. Vance turned into born Dec. 6, 1926 at Scotia to Murl and Eva (Gebauer) Vance.

Survivors of the instant family unit encompass one daughter, Cheryl Helleberg of Kearney; one son, Steven Vance of Colorado Springs, Colo.; three sisters, Donna Pedersen of Elba, Verna Penas of Ord and Mary Sherrill of Lincoln; and one brother, Jerry Vance of Ord.

Survivors also encompass 11 grandchildren; and 4 great grandchildren.

Mr. Vance managed the alfalfa dehydrating plant in Elm Creek before his retirement.

He was preceded in loss of life via his parents, and one brother, Lyle.

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