IBM 000-M191 : Tivoli Storage Sales Mastery Test v2 Exam
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IBM Test study help
a new desktop
at the first light of the 20th century, engineers were making use of electrical engineering, physics, chemistry, materials science, and mathematics to create new, extraordinary machines.
Alan Turing created a mechanical gadget that cracked the uncrackable Engima secret code, recreated here in this screenshot from the movie “The Imitation video game.” Thomas Watson of IBM created machines that helped count number responses to a US Census. A decade later, fanciful machines helped agenda flights in the booming, nascent airline trade.
as the Sixties loomed, engineers slowly all started to formalize programming of those machines. What all started as wire-wrapped connections with Alan Turing, quickly became mechanical switches. Sequences of switches have been automated with holes in punch playing cards. the place there turned into a gap, tiny, spring-loaded mechanical fingers may join and switch a turn on. the place there have been no holes, switches remained off. The punch cards have been then stitched collectively into paper tapes.
My first publicity to computers all started a decade later, just a few years after people landed on the moon. There turned into a popular game at Virginia Commonwealth school (VCU) where i used to be taking after college classes: Trek73. i used to be in awe. You might consult with Spock, hear Uhura talk with StarFleet, and inform Mr. Sulu how many torpedoes to hearth at attacking Klingons. ASCII artwork depicted a reside, interactive space wonderland, competing with imaginary avid gamers.
My first supply code
Ever the curious youngster, I befriended the gadget administrator at VCU, hoping to learn how these machines labored. one day he walked into the laptop lab, brandishing a large smile, handing me this inch-thick printout. The paper turned into huge and green, smelling of ink and that faint ozone from a desktop room, sizzling off the line printer.
“right here kid, I obtained you the source code to Trek73. savour!”
I took my prize domestic.
We lived in a modest condo in rural Virginia. My mom turned into cooking dinner that evening, my brother doing homework on the kitchen table. I began to unfold the green paper treasure. When i was carried out, the printout stretched across the total kitchen floor, all the way into the purple shag carpet of the family room.
The wide swath of eco-friendly attracted my little brother, who stopped his homework and joined me on the flooring. My mom paused, too, wiping her arms on the kitchen towel, strolling slowly along the printout, squinting her eyes on the black ink.
She knelt next to us, inserting the kitchen towel in the folds of her apron strap. Ever the curious trainer, she requested in genuine
“Scott… do you have in mind all this…?”
We noticed unusual phrases like GOSUB, REM and GOTO, letters with dollar signs like A$ an B$, weird characters like [ and ], and whatever that resembled math. I identified phrases I’d viewed within the video game, spoken by way of Uhuru, Spock and Scotty.
“I haven't any thought.
however I’m going to figure it out!”
i used to be 12, filled with youthful power and lack of knowledge. computer Science become a new discipline, with experimental departments appearing in precise universities. Most computing device fanatics pursued electrical engineering degrees. The pc, VCR and cell phones had yet to be invented. Google was simply a large number, spelled differently. there have been no utility manuals in the college library, no Stack Overflow. Hair became teased and long, as had been the bell bottoms.
I studied that printout for weeks. I’d scan with small extracts of the code, typing them into their faculty’s laptop to see what they did. finally, I’d alternate a number of letters. I had Spock saying cuss phrases, thinking that become so funny. I gave myself a ridiculous deliver of torpedoes and phasers with just a few fundamental alterations. chums soon desired my version.
That obsession grew to become into my very own edition of Trek that allowed youngsters to play against every different across their college equipment. I discovered by imitation, then amendment, then ultimately my very own usual application.
realizing that application helped me get into MIT at 15. Few people had been writing application returned then… however I had the supply code, a younger child with none adventure may well be on par with greater experienced adults. only a few americans on this planet knew what this become, an esoteric, new self-discipline. With difficult work, I may compete with the top-rated. the area became learning together.
A lifetime later
Some forty years later, an lousy pandemic enveloped the realm, repeating the disaster of the 1918 Spanish Flu. My father almost died, saved by some superb medical doctors at HCA. i wanted to supply again. With the assist of Google, I shifted focal point, and started a brand new career in healthcare... in my 50s. I called the Google group working on HCA and provided to assist. They were, um, blunt.
“What did you know about healthcare, Scott?”
“Then what do you know?”
“i know a factor or two about AI.”
“good enough, that works.”
The deal changed into, I’d help healthcare teams learn about AI. In turn, they’d share papers and aid me study their field. An educational quid professional quo.
I dug in, started analyzing concerning the container, and realized necessities like FHIR, HL7.2, Whistle and DICOM. I checked out books on cell biology, genomics, chemistry, medical texts, and browse Biorxiv normally. quickly they had their greatest healthcare deal at Google, all about using information to reimagine healthcare. Their team asked me to steer the AI element.
About this time, Moderna and Pfizer had been distributing a Covid-19 vaccine. Ever curious, I all started researching the research at the back of the vaccine. i used to be sharing some of my early findings on LinkedIn, and struck up a dialog with an AI chief at Anthem. As average, he offered anything new for me to learn, and i lower back the desire.
“be sure you take a look at nanopore sequencing, that’s going to exchange the world.”
“ok, i will be able to.”
“Now what’s this about Fourier transforms in attention networks…?”
Nanopore sequencing was the brainchild of David Deamer of UC Davis. whereas driving one summer time day in 1989, David (nearly) questioned, “what would take place if I pulled a DNA strand through a transistor?” that would obviously trigger signal interference! I bet they might study that signal and investigate what nucleotide (C, G, T, A) brought about every sample. He sketched these ideas in a pc upon arriving at his vacation resort:
This jogs my memory of the Coulter Counter from 1953, an ingenious device that counts white and purple blood cells by pulling them through an electric field. it be now the usual device for CDC protocols for comprehensive blood mobilephone counts, which we've been doing for many years. as an alternative of counting two molecules, the nanopore could read four at a tons finer granularity.
a number of years later, he had it working. these days, the chip is a tiny wonder of chemistry, biology and electrical engineering. The Oxford Nanopore chip is now analyzing the DNA, the RNA… of every little thing... in a device barely larger than a snort's bar.
young adults are studying
the DNA code of strawberries in a Harvard biology classification. With a little of compute energy, the equal chip can read the three billion nucleotides of human DNA. In a kitchen. In a jungle. In a high faculty lecture room. I studied these hobbyist setups, a startup culture mushrooming around his nanopore chip.
Then it hit me.
The nanopore sequencer produces the source code of nature itself. here they see a part of the supply code to the Covid-19 virus and its editions:
It’s gibberish, neatly, on the whole.
Moderna (and others) discovered the RNA supply code to the spike protein that covers the Covid-19 virus, a string of ~4000 base pairs. With slightly of tweaking, Moderna scientists copy and pasted this RNA code into a brand new molecule. I had a way of deja vu analyzing these stories, once I first realized how code labored via clipping and trying out segments of Trek73.
When Moderna’s molecule turned into inserted into examine human cells, the cell would get goosebumps, fashioned like Covid-19 spikes. Human B-cells of the immune system instantly sensed some thing become wrong. They’d make T-cells by using the millions, attaching to the spikes, marking the cells for destruction. We’d emerge as with a sore arm on the injection web page, with a pleasant aspect impact of Covid-19 resistance. Their body’s T-cells had been designed to attack anything else with these spikes.
My backbone tingled.
memories of Trek73 rushed again. while Trek73 became unique as a baby, this turned into an entire different stage as an grownup. I now had the source code… to lifestyles.
After a number of Google searches, i was observing tens of heaps of nature’s courses accrued by scientists. we've copies of the supply code to micro organism, viruses, humans, and greater. potentially trillions of statistics elements. My lengthy sheet of eco-friendly paper as a child was changed via a digital sheet of nature’s personal supply code, miles lengthy.
The parallels to the Seventies are eerie.
while I now had the source code, growing to be extra daily, few people knew how anything else labored. Scientists count number fragments of code that nanopores discover. When this bit of code suggests up, so does that. This code seems to have an effect on Covid-19. When this other code indicates up, they are likely to have stage 1 melanoma. and the like. a lot of papers have been published, showing patterns like this.
just like forty years ago, I began studying the code myself. If I may truly take into account all this, I might theoretically be aware cancer, depression, grey hair and growing old… from first concepts. With applicable controls, I bet they could fix these things, too. The possibilities are striking.
I’m no longer on my own. Others see this, too.
Jennifer Doudna earned a Nobel Prize in 2020 for her work on CRISPR and CAS-9, a combination of molecules that allow humans trade DNA supply code with chemistry. Chris Mason talks of sequencing tardigrades, splicing tardigrade DNA into molecules that increase human skill to withstand radiation. David Sinclair sequences molecules so as to be taught what motives growing old, then how to slow down the getting older method. Lee Hood seeks to construct a countrywide laboratory dedicated to precision wellbeing, very nearly a national laboratory for the utility of life. Founders of Grail learned to consider fragments of code left in blood from 50 distinct cancers, producing a liquid biopsy that may observe the melanoma, the stage of the disease, and the goal of the sickness from a blood check.
Lee Hood believes biological source code, coupled with clinical histories, will spawn the introduction of a new science for well being… in response to information theory. Let’s call it wellness Science.
That may sound nutty to you. neatly, laptop science become an bizarre concept within the Fifties, too. computers were a job accomplished by using americans. Isn’t it simply math and electrical engineering? Why did they want new science?
As of late 2021, they are just beginning a scientific adventure, tons like software all started to benefit traction within the early Seventies. The standard pressure is to Strengthen
and lengthen their day by day, match lives. David Sinclair believes they may reside and think like their 30s, well into their 120s, when they get this appropriate.
wellbeing Science is inspired by the advent of desktop science, after they begun to separate the programming of the computing device from the underlying electronics, materials, and physics.
well being Science is the examine of the algorithmic processes, machines and computation in nature itself, the innate programming of organic techniques.
As a discipline, wellbeing science applies advice idea to take into account organic techniques. stories latitude from the theoretical, comparable to an information theory of growing older and wellness, to the purposeful, enforcing “wellness systems” in a mix of mechanical, electrical and biological substrates.
The science and box will mature rapidly. As of now, they see here issues with energetic analysis and early commercialization. I’ve summarized every below with a number of references for those drawn to researching more.
Sequencing. David Deamer’s nanopore invention turns a series of nucleotides (A, T, C, G) into a voltage demo over time that resembles human speech. Nature actually “speaks” to us, showing what’s inside. Sequencing is the project of turning these speech-like patterns into the exact letters, A, T, C, G, and U (for RNA). Michael Schatz and his lab at Johns Hopkins have created many of the conventional tools for doing this project, which he has described as “AI the entire approach down.” Jen Dionne at Stanford is exploring the use of lightwaves to read nucleotides, an optical approach to sequencing. Neural speech focus, nanophotonics, microfluidics, materials science, Bayesian priors, natural language processing, attention networks, disbursed computing, and particular aim processors (ASICs) all play a role in enhancing accuracy and compute time.
Multiomic Integration. An “omic” in biology is the quantitative study of a selected molecule within the human physique. Examples consist of genomics, the look at of DNA molecules inside a phone nucleus; epigenomics, the study of molecules that examine DNA and create proteins; transcriptomics, the examine of how RNA molecules create proteins; proteomics, the analyze of proteins in the human body and what they do; etc. here's all counsel that may inform and have an effect on the wellness of humans. Multiomic integration is involved with how these information are captured, represented, and synthesized together for sharing and analytical insight. Dean et. al. proven the efficacy of remodeling multiomic records right into a shared vector area, embedding scientific facts into smaller dimensional areas for probabilistic evaluation. Subramanian et.al. deliver a concise survey of equipment in use nowadays within bioinformatics. Chen et. al. built-in multiomic records to music the fitness of two astronauts, one on the ground, one on the house station, over the direction of a yr:
Differential privacy. americans are searching for to share their information whereas keeping their privateness, peculiarly when it involves their own scientific histories. Differential privateness is a device for publicly sharing information a few dataset by way of describing the patterns of corporations in the dataset while withholding information about people within the dataset. Roughly, an algorithm is differentially deepest if an observer seeing its output cannot tell if a selected particular person's advice changed into used in the computation. Differential privacy is frequently discussed in the context of making a choice on individuals whose advice may well be in a database. as an example, the Mayo hospital utilized differential privacy when amassing, analyzing and sharing statistics all over the Covid-19 pandemic.
synthetic records. They are seeking for to practice information thought to enhance health. although, the statistics are particularly delicate. artificial data is thinking
with the technology of brilliant, artificial, functional but now not true, patient records and associated health records masking every point of healthcare and wellbeing. The resulting facts is free from charge, privateness, and security restrictions, enabling research with health IT records this is in any other case legally or almost unavailable. Ideally, artificial facts represents the underlying dataset, retaining combination statistical properties, without revealing people or genuine data facets. Synthea is one such venture. Humana has created a synthetic information change to accelerate research. in the main, Hazy are a couple of startups pursuing this area.
Federated studying. The multiomics statistics in well being science are large in measurement, as well as highly delicate. Federated gaining knowledge of stories algorithms and statistics buildings to Strengthen
multiomic facts exchange and privateness. In certain, federated getting to know is a computing device gaining knowledge of approach that trains an algorithm throughout dissimilar decentralized edge devices holding local facts, with out exchanging them. This strategy stands in contrast to typical centralized desktop discovering techniques the place all the local datasets are uploaded to at least one desktop, as well as to extra classical decentralized strategies which often expect that native records samples are identical. Vaid et.al. have validated the efficacy of federated discovering in predicting mortality from disbursed electronic fitness information. Albarqouni et. al. began a graduate seminar sequence on this subject matter in Germany in 2021.
Multiomic Tokenization. well being encourages affected person participation, from daily diet and undertaking, to more subtle tracking of their genuine
and intellectual wellness. a vital aspect of here is ensuring sufferers can without problems preserve and tune their personal personal facts, share it with caregivers and insurers in a privacy-secure way, and retract that data when so desired. allotted ledgers and their corresponding cryptographic tokens are an emerging field for representing and encoding this have faith, without imperative authorities. Multiomic Tokenization studies the utility of allotted ledger expertise to multiomics information. Startups reminiscent of consensys, chainlink.io, supa.ai, ethereum, and solana are starting to discover these capabilities. Yu et.al. posted a survey paper on a lot of techniques to tokenization, a lot of which run as dispensed apps (dapps) on Ethereum, the brainchild of Vitalik Buterin.
Transition Identification. Lee Hood’s mannequin of wellbeing has three states: smartly, in transition and ailing. Transition identification is the look at of algorithms, information structures and in vitro protocols that enable identification of transition states from health to disorder. Examples range from the identification of bacterial infections and the standard bloodless, to early detection of cancer, kidney stones, and neurodegenerative ailments. Grail is one such enterprise that developed custom in vitro protocols for amplifying biomarkers and detecting 50 cancers with one blood check.
Transition Intervention. Many general ailments are in fact a set of diseases, with diverse responses. as an instance, when some contract Covid-19 they suppose a slight bloodless with aches and pains. Others have much more extreme responses, even loss of life. The multiomic and fitness records of wellness can stratify their understanding of these illnesses, based on their knowing of the supply code of lifestyles. courses of people reply in another way, perchance indicated through their genetic and epigenetic makeup (e.g., see the figure under on drug effectiveness).
Transition Intervention is the look at of digital, biological and chemical multiomic healing procedures that can return humans to well being. for example, David Sinclair and Chris Mason examine the creation of molecules that can help prevent and often reverse transitions from wellness to illness. a couple of innovators are getting to know thoughts to handle nature's own nanobots -- the B and T cells of their immune equipment. Their theory is to application T cells to aid reverse transitions, e.g., in melanoma healing procedures. additionally, many neatly widespread drugs have enormously low efficacy prices. wellbeing science studies how these may also be improved via a more fundamental understanding of human composition.
patient journey (PX). wellness allows for new affected person experiences, powered by means of the analysis of multiomic data. affected person experience reviews the design and application of human and computer techniques to Strengthen
healthcare event whereas losing prices precipitously. Examples these days encompass conversational AI, interactive video, generated video, and straightforward healthcare monitoring instruments. New gadgets and sensors will emerge, too, as they computer screen their wellness. for instance, they see Oxford Nanopore’s SmidgION sequencer attached to the cellular phone, enabling genomic sequencing for the loads on the go: