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Some investors view loads of cost in Oracle (NYSE: ORCL) shares. The database-utility tremendous's personal administration, for one, lately called it "an superb purchase" and certified a further $10 billion of stock buybacks.
that's now not necessarily incorrect, but you should not maintain to emerge too some distance afield to locate a higher cost inventory within the tech sector. at the moment, it subsist complicated to beat the lengthy-term value you are going to accumulate from IBM (NYSE: IBM) shares.
A stack of cash, topped with a bundle of rolled-up $10 bills. there's a shadow of this arrangement on the wall behind it that feels fancy a rocket in flight.greater
image source: Getty pictures.Oracle's story
Oracle is a former titan of enterprise on its manner down. a brand unusual breed of database systems has arrived, difficult now not best Oracle's enterprise mannequin however additionally the technical foundations of its flagship product line. the longer term belongs to so-known as NoSQL databases, that can marshal and control unstructured facts at a scale and speed it really is fully alien to Oracle-style relational databases.
Even Oracle knows it and is taking fraction in catch-up with its own cloud-based mostly NoSQL platform. nevertheless it's too little, too late, and Oracle comes with the wrong variety of road cred to drag off that transformation.IBM's story
IBM discovered itself in a similar situation five years in the past. Ex-CEO Sam Palmisano had pulled huge Blue up by its bootstraps, making a celebrated enterprise model the position one industry supplied the entire hardware, application, and associated functions it could purchase to rush a successful IT operation at industry scale. Oracle changed into one of the many would-be IBM clones that tried to reproduction Palmisano's incredible template.
but markets trade, and organizations fancy IBM and Oracle maintain to change together with the ambiance in the event that they want to reside principal and a hit. massive Blue's existing CEO Ginni Rometty stepped in with a pellucid imaginative and prescient of histrionic market adjustments and a mandate to achieve anything changed into integral to dwell abreast with the brand unusual instances. Rometty did not simply celebrate that alternate however started spearheading the change appropriate away.
Half-a-decade later, cloud computing is the buzzword of alternative across the entire IT industry; here is precisely the position Rometty become aiming whole along. The enterprise has sacrificed billions of greenbacks in annual revenues by shedding out of date computing-hardware instruments to refocus on cloud-based facts analytics and administration. artificial intelligence plays a magnificient half in IBM's unusual strategy. So does company mobility, and the enterprise is a number one provider of blockchain applied sciences for company consumers.
when you are playing buzzword bingo at domestic, your gaming card requisite to subsist pretty full with the aid of now. it is great. As I mentioned, IBM is driving many of these trends as opposed to just following alongside.
These so-referred to as strategic imperatives accounted for more than half of IBM's total earnings in 2018 and should most effectual proceed to outgrow the remaining legacy operations over time. We're a hockey-stick second for IBM's long-term income boom, the position the annual raises should birth stacking up very promptly after a yoke of years of falling revenue. The identical tendencies should furthermore extend IBM's earnings margins over the next few years.The upshot: large Blue is successful -- and the stock is low-priced!
IBM's radical approach shift has been tough on its inventory prices. Its shares maintain lost 24% of their value over the remaining five years, or a much less hair-elevating 9% in case you account for its beneficiant dividend payouts along the way. nowadays, IBM shares are buying and selling at simply 9.5 times ahead salary and 12 instances trailing free money flows. that's a pleasurable crop charge for a long-running turnaround record that is bouncing off the rock-backside deep intermission of a 5-yr trough.
Glancing over at Oracle, I view a corporation struggling to sustain with the changing markets instead of atmosphere the tone for a unusual period. Its shares are trading for 14 instances forward revenue and 16.6 times trailing cash flows. You simply cannot prevail me that Oracle's shares are a stronger purchase than IBM's presently.
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Anders Bylund owns shares of IBM. The Motley fool owns shares of Oracle. The Motley fool is short shares of IBM and has birthright here alternatives: lengthy January 2020 $30 calls on Oracle. The Motley fool has a disclosure policy.
February 11, 2019 Timothy Prickett Morgan
If nothing else, the IBM i platform has exhibited marvelous longevity. One might even relate legendary sturdiness, in case you wish to purchase its history the entire manner again to the device/three minicomputer from 1969. this is the actual nascence point within the AS/four hundred household tree and here is when huge Blue, for very sound felony and technical and marketing reasons, determined to fork its products to address the wonderful needs of huge firms (with the gadget/360 mainframe and its follow-ons) and small and medium agencies (starting with the system/3 and moving on through the gadget/34, device/32, system/38, and system/36 in the 1970s and early Eighties and passing during the AS/four hundred, AS/400e, iSeries, device i, and then IBM i on vigour programs systems.
It has been a long rush indeed, and a lot of valued clientele who maintain invested in the platform whole started manner back then and there with the early types of RPG and moved their applications forward and altered them as their agencies evolved and the depth and breadth of company computing changed, moving on up via RPG II, RPG III, RPG IV, ILE RPG, and now RPG free kind. Being on this platform for even three many years makes you a relative newcomer.
there's a longer rush forward, due to the fact that they harmonize with that the businesses that are nevertheless working IBM i techniques are the unquestionable diehards, the ones who haven't any goal of leaving the platform and that, at least based on the survey statistics we've been privy too, are aspiring to proceed investing in, or even expand their investments in, the IBM i platform.
to this point, they aren't in a recession and heaven willing there should not one, so the priorities that IBM i shops maintain are not the ones that that they had a decade in the past whole through the height of the extremely pleasurable Recession. again then, as became the case in essentially whole IT corporations, IBM i shops were hunkering down and had been trying to reduce fees in whole ways feasible, including deferring gadget enhancements and migrations as well as reducing back on other initiatives. most effectual 29 percent of the 750 IBM i shops that participated in the 2019 IBM i industry Survey, which HelpSystems did again in October 2018, maintain been concerned about cutting back IT spending. here is a remarkably low stage, and i deem is indicative of how particularly strong the economic climate is – excepting one of the fits and starts they saw on the conclusion of 2018 and birthright here in early 2019 that get us anxious and will delivery putting obligate on issues. here are the pleasurable considerations as culled from the survey:
dealing with the enlarge in statistics and in determining the analytics to champ on that facts ranked a shrimp bit better on the 2019 IBM i industry Survey than did reducing prices, and i feel over the long haul these concerns will turn into greater vital than modernizing applications and dealing with the IBM i scholarship shortages which are a perennial subsist concerned. both of those issues are being solved as unusual programmers and unusual tools to get unusual interfaces to database functions maintain become greater regular and as technologies corresponding to free shape RPG, which looks more fancy Java, Python, and php, are being greater widely deployed and, importantly, will furthermore subsist picked up more at once via programmers experienced with these other languages.
Given the nature of the client base, it looks unlikely to me that protection and lofty availability will now not continue to subsist simple issues, despite the fact that the IBM i platform is among the many most relaxed systems in the world (and never simply because it is vague, however since it is tremendously difficult to hack) and it has quite a number lofty availability and disaster recovery tools (from IBM, Syncsort, Maxava, and HelpSystems) attainable for those that wish to double up their methods and give protection to their functions and information. The bar is frequently larger than primary backup and recuperation for a lot of IBM i retail outlets in the banking, coverage, manufacturing, and distribution industries that dominate the platform. These agencies can’t maintain safety breaches, and they can’t maintain downtime.
there's a surprising volume of balance within the IBM i customer foundation that they believe, at this element, is reflective in the stability of the IBM i platform and massive Blue’s own perception that it wants a match IBM i platform to maintain an usual hale vigor systems business. they whole know that the power systems hardware industry has simply turned in five quarters of earnings enlarge – whatever thing they discussed recently in constructing their own profits model for the energy techniques company – but what they didn't understand, and what recollect to understand, is that in the second and third quarters of 2018, the IBM i constituent of the enterprise grew vastly quicker than the universal energy methods company, and the only antecedent that this did not turn up in the closing quarter of 2018 is that earnings of IBM i materiel in q4 2017 become reasonably mighty and represented a extremely difficult examine. The factor is, the IBM i company has been raising the power systems class regular. (These hints about the IBM i enterprise Come compliments of Steve Sibley, vice chairman and offering manager of Cognitive methods at IBM.)
IBM’s own pecuniary steadiness of the vigour platform – which has been bolstered by way of a flow into Linux clusters for analytics and inordinate efficiency computing simulation and modeling in addition to via the adoption of the HANA in-reminiscence database by way of SAP shoppers on massive iron machines including Power8 and now Power9 systems – helps IBM i purchasers believe extra assured in investing in the current IBM i platform. The contemporary evidence from a yoke of different surveys, no longer just the one performed with the aid of HelpSystems each year, means that groups are by means of and massive both carrying on with to invest in the platform or even in some instances are planning to enlarge their spending on the IBM i platform in 2019.
As you could see, the pattern of investment plans for the IBM i platform, as proven within the chart above, has no longer changed very a whole lot in any respect in the past 4 years. it is a remarkably dependable pattern with however a shrimp wiggling here and there that may furthermore now not even subsist statistically large. just below a quarter of IBM i stores maintain reported during the past 4 years that they diagram to enhance their funding in the platform in each yr, and just beneath half relate that they are preserving consistent. This does not imply that the identical businesses, year after year, are investing more and other organizations are staying pat, yr after 12 months. it is much more seemingly that each handful of years – more fancy four or five – consumers better their systems and extend their means, and that they then purchase a seat tight. The wonder is that the wreck up isn’t displaying some distance fewer corporations investing and far greater sitting tight. That greater than a tenth of the stores don’t understand what their diagram is as every prior year involves a immediate is a shrimp traumatic, but it surely is honest and shows that a significant portion of shops produce other priorities apart from hardware and operating device improvements. they maintain observed this earlier than and they can relate it once more: They believe that the people who respond to surveys and browse weekly publications concentrated on the IBM i platform are probably the most lively retail outlets – the ones greater likely to dwell incredibly current on hardware and software. So the tempo of adoption for brand unusual applied sciences, and the cost of funding, should subsist bigger than in the specific base, an terrible lot of which doesn't exchange a lot at all.
So if they had to adjust this records to tackle the entire base, there might subsist a long way fewer websites which are investing extra cash, much more companies which are sitting tight, and perhaps fewer sites which are considering moving off the IBM i platform. I admiration the distribution of information is doubtless some thing fancy 10 % of outlets maintain no conception what they are doing funding sensible with IBM this year, 5 p.c are pondering relocating some or whole of their applications to an extra platform, maybe 10 percent are investing extra this yr, and the eventual seventy five % are sitting tight. here is just a bet, of course. so far as they can inform, the cost of attrition – how many sites they really lose every 12 months – just a tad over 1 %. So the expense of movement of purposes off the platform, or incidences of unplugging IBM i databases and functions, may no longer subsist anywhere immediate as inordinate in the ordinary foundation as the data above suggests. what is alarming, in whole probability, is that the expense of relocating some or whole functions off the platform is balanced towards those that relate they will enhance investments. perhaps these are hopeful survey takers, and those who believe it's convenient to circulation locate it isn't and people who suppose they're going to locate the money to get investments will now not.
What they achieve comprehend is that if the expense of software attrition became any position near as inordinate as these surveys imply, then the IBM i enterprise would not subsist growing to be, but shrinking. And they comprehend it isn't shrinking, so they deem there's a disconnect between planning and fact, each on the upside and the downside.
in case you drill down into the facts for the 2019 IBM i marketplace Survey, there were 13 percent of outlets that talked about they would subsist relocating some purposes to a unusual platform, and one more 9 p.c that mentioned they maintain been going to circulation whole of their purposes off IBM i. (This number is in step with the contemporary ALL400s survey finished by way of John Rockwell.)
Anyway, respectable pleasurable fortune with that.
Porting applications from one platform to an extra, of purchasing a unusual suite on that unusual platform, is an enormously problematic project. It isn't fancy trying to exchange a tire while riding down the highway, as is a typical metaphor, but rather fancy attempting to purchase the tire off one vehicle relocating down the toll road and installation it on yet another car using beside it within the adjoining lane without crashing either vehicle or smashing into any one else on the road. Optimism abounds, but when thrust comes to shove, very few organizations try this sort of maneuver, and when they do, it's constantly as a result of there is a company mandate, extra instances than now not caused by means of a merger or acquisition, that pits some other platform against IBM i operating on power systems. groups that relate they're making such a circulation off IBM i are sanguine for his or her personal personal motives, in whole probability, but they aren't necessarily sensible about how lengthy it might take, what disruption it is going to charge, and what optimum improvement, if any, may subsist realized.
if you achieve the maths on the chart above, eight-tenths of the bottom has no thought how lengthy a circulate will take, another 1.7 p.c thinks it will purchase greater than five years, and three p.c relate it's going to purchase between two years and five years. only 3.4 percent of the whole foundation relate they can achieve it in under two years. They believe whole of these numbers are confident, and the agencies who might without hardship leave OS/four hundred and IBM i already did a long time ago and people that are remain maintain a tougher time, now not a simpler time, moving. If this maintain been no longer real, the IBM i foundation can subsist a hell of lots smaller than the a hundred and twenty,000 valued clientele they admiration are out there, in line with what huge Blue has advised us during the past. this is the change between worry or obligate or way of life and the fact of attempting to flow a company off one platform and onto a different. These strikes are always an terrible lot more durable than they gape on the entrance end, and they suspect many of the benefits furthermore don’t materialize for those who achieve soar systems.
at the ordinary attrition cost cautioned via this survey facts – 9 % circulation off the platform in someplace between three hundred and sixty five days and greater than 5 years, with most corporations not being able to view more than 5 years into the long rush this is a cleanly trick – the installed foundation would crop back dramatically. it is tough to pretension how a ways as a result of the wide selection of timeframes within the survey. If it was 9 % of the foundation inside two years – convoke it four.5 percent of the foundation per yr – then within a decade the tolerable foundation would crop back from 120,000 IBM i websites global birthright down to about seventy two,000. this could histrionic indeed. but at a 1 % attrition charge per 12 months, the bottom continues to subsist at 107,500 entertaining consumers (now not sites and not upshot in machines, both of which can subsist higher) through 2029. They feel there is every opportunity that the attrition fee will in fact gradual and drop underneath 1 p.c as IBM demonstrates dedication to the vigour systems platform and its IBM i operating equipment. There are whole the time some unusual customers being brought in unusual markets, to get certain, but the bleed cost (even if it is small) remains likely an order of magnitude bigger than the feed fee.
after they achieve admiration about making the movement, IBM i retail outlets know exactly where they are looking to go, and this retort has been regularly altering over the years: Linux as an alternative preference to IBM i is on the upward thrust and windows Server as an option is on the wane. within the newest survey, fifty two % of the corporations that said they maintain been moving whole or some of their purposes to yet another platform said they had been making a preference on home windows Server, while 34 % chose Linux. This reflects the relative popularity of windows Server and Linux in the datacenters of the realm at tremendous, and can subsist tipped simply a bit extra heavily towards Linux in comparison to the rest of the realm. apparently, 10 percent of those polled who talked about they maintain been relocating were taking a gape at AIX structures, and yet another 4 % were going upscale to device z mainframes – as not likely as this may seem to be. systems are likely to roll downhill; they don't continually pan gravity fancy that.
The factor about such surveys is that they exhibit intent, not motion. They commonly intend to achieve much more than they basically can accomplish, and moving structures after spending decades of pile up scholarship isn't continually a really wise flow until the platform is in precise problem – just fancy the Itanium systems from Hewlett Packard commercial enterprise working OpenVMS or HP-UX or the HP 3000s working MPE or the Sparc techniques from Oracle running Solaris. These maintain been as soon as first rate structures with huge upshot in bases and colossal salary streams, but now, IBM is the remaining of these Unix and proprietary systems with its vigour methods line. And it is via a ways the biggest and for bound the only one displaying any boom.linked reports
The IBM i foundation Did indeed movement On Up
The IBM i foundation Is ready to stream On Up
funding And Integration symptoms For IBM i
protection nonetheless Dominates IBM i dialogue, HelpSystems’ 2018 Survey displays
The IBM i foundation no longer As Jumpy because it Has Been
The Feeds And Speeds Of The IBM i Base
IBM i Priorities For 2017: Pivot To defense
IBM i developments, issues, And Observations
IBM i Survey receives more advantageous As Numbers grow
where achieve these IBM i Machines Work?
finding IBM i: A game Of 40 Questions
it is time to bid Us What you're up to
IBM i market Survey: The significance Of Being Earnest
What’s Up in the IBM i marketplace?
IBM i marketplace Survey Fills within the Blanks
In September 2018, IBM introduced a unusual product, IBM Db2 AI for z/OS. This artificial intelligence engine monitors information entry patterns from executing SQL statements, uses computer getting to know algorithms to select upon most dependable patterns and passes this counsel to the Db2 query optimizer to subsist used by subsequent statements.machine gaining scholarship of on the IBM z Platform
In may of 2018, IBM announced version 1.2 of its machine getting to know for z/OS (MLz) product. here's a hybrid zServer and cloud software suite that ingests efficiency records, analyzes and builds models that symbolize the health status of numerous symptoms, monitors them over time and provides real-time scoring capabilities.
a yoke of elements of this product offering are geared toward helping a community of mannequin builders and executives. for instance:
This computer getting to know suite became initially geared toward zServer-based analytics purposes. one of the crucial first evident selections changed into zSystem efficiency monitoring and tuning. device management Facility (SMF) records which are immediately generated by the operating materiel give the uncooked statistics for system resource consumption similar to valuable processor utilization, I/O processing, reminiscence paging and so forth. IBM MLz can compile and deliver these statistics over time, and construct and educate models of gadget conduct, ranking those behaviors, identify patterns no longer effortlessly foreseen through people, foster key efficiency symptoms (KPIs) after which feed the mannequin effects again into the device to move system configuration adjustments that can enhance performance.
The next step become to enforce this suite to anatomize Db2 performance records. One answer, called the IBM Db2 IT Operational Analytics (Db2 ITOA) retort template, applies the computer discovering know-how to Db2 operational statistics to capitalize an knowing of Db2 subsystem health. it could actually dynamically build baselines for key performance indicators, provide a dashboard of those KPIs and provides operational team of workers real-time insight into Db2 operations.
while widely wide-spread Db2 subsystem efficiency is an essential constituent in common utility fitness and efficiency, IBM estimates that the DBA aid group of workers spends 25% or greater of its time, " ... combating access course complications which antecedent performance degradation and repair maintain an impact on.". (See Reference 1).AI involves Db2
trust the plight of modern DBAs in a Db2 atmosphere. In today's IT world they should support one or greater huge statistics purposes, cloud utility and database functions, utility setting up and configuration, Db2 subsystem and software performance tuning, database definition and management, catastrophe restoration planning, and extra. query tuning has been in actuality in view that the origins of the database, and DBAs are constantly tasked with this as smartly.
The heart of question path analysis in Db2 is the Optimizer. It accepts SQL statements from applications, verifies authority to access the statistics, reviews the places of the objects to subsist accessed and develops an inventory of candidate statistics entry paths. These access paths can involve indexes, desk scans, a lot of table subsist fraction of strategies and others. within the facts warehouse and massive statistics environments there are always further selections purchasable. One of those is the actuality of abstract tables (now and again called materialized query tables) that involve pre-summarized or aggregated data, consequently allowing Db2 to evade re-aggregation processing. one other alternative is the starjoin access course, tolerable in the statistics warehouse, where the order of table joins is changed for performance explanations.
The Optimizer then reviews the candidate entry paths and chooses the access direction, "with the bottom can charge." can pervade during this context capability a weighted summation of aid utilization including CPU, I/O, reminiscence and different supplies. at last, the Optimizer takes the lowest cost entry route, retailers it in reminiscence (and, optionally, in the Db2 listing) and starts access course execution.
big facts and records warehouse operations now encompass utility suites that permit the industry analyst to get consume of a graphical interface to build and maneuver a miniature records model of the records they want to analyze. The applications then generate SQL statements in keeping with the users’ requests.
The hardship for the DBA
as a way to achieve decent analytics to your diverse facts outlets you requisite a fine knowing of the records requirements, an realizing of the analytical capabilities and algorithms accessible and a excessive-performance information infrastructure. unluckily, the number and placement of facts sources is increasing (each in dimension and in geography), information sizes are growing, and applications continue to proliferate in number and complexity. How should IT managers support this atmosphere, especially with essentially the most experienced and develope staff nearing retirement?
remember furthermore that a huge fraction of cutting back the whole cost of ownership of these systems is to accumulate Db2 functions to rush quicker and more correctly. This usually translates into using fewer CPU cycles, doing fewer I/Os and transporting much less statistics throughout the network. due to the fact that it is frequently complicated to even determine which applications could improvement from performance tuning, one mode is to automate the detection and correction of tuning considerations. here is the position computing device learning and synthetic intelligence can subsist used to exceptional effect.Db2 12 for z/OS and artificial Intelligence
Db2 edition 12 on z/OS makes consume of the computer learning amenities outlined above to assemble and deliver SQL query textual content and access path details, as well as exact performance-linked ancient assistance equivalent to CPU time used, elapsed times and result set sizes. This providing, described as Db2 AI for z/OS, analyzes and stores the statistics in computer researching fashions, with the model analysis outcomes then being scored and made attainable to the Db2 Optimizer. The next time a scored SQL remark is encountered, the Optimizer can then consume the model scoring data as input to its access route option algorithm.
The influence should subsist a discount in CPU consumption because the Optimizer uses model scoring enter to select superior access paths. This then lowers CPU prices and speeds application response instances. a significant talents is that the consume of AI software does not require the DBA to maintain statistics science talents or deep insights into query tuning methodologies. The Optimizer now chooses the top-quality entry paths based mostly no longer best on SQL question syntax and facts distribution facts but on modelled and scored historical efficiency.
This may furthermore subsist particularly crucial in case you shop records in discrete locations. for example, many analytical queries against huge information require concurrent access to determined records warehouse tables. These tables are commonly referred to as dimension tables, and that they involve the facts facets usually used to ply subsetting and aggregation. as an instance, in a retail environment accept as staunch with a desk called StoreLocation that enumerates each shop and its vicinity code. Queries towards deliver earnings statistics may additionally want to mixture or summarize sales through location; therefore, the StoreLocation desk could subsist used by some large information queries. during this environment it's typical to purchase the dimension tables and duplicate them continuously to the large information application. within the IBM world this location is the IBM Db2 Analytics Accelerator (IDAA).
Now feel about SQL queries from both operational applications, facts warehouse users and massive data industry analysts. From Db2's standpoint, whole these queries are equal, and are forwarded to the Optimizer. although, within the case of operational queries and warehouse queries they may still most likely subsist directed to entry the StoreLocation table in the warehouse. in spite of this, the query from the industry analyst against huge facts tables should doubtless entry the replica of the table there. This results in a proliferations of potential entry paths, and extra work for the Optimizer. thankfully, Db2 AI for z/OS can deliver the Optimizer the suggestions it must get smart access course selections.how it Works
The sequence of events in Db2 AI for z/OS (See Reference 2) is commonly the following:
There are furthermore numerous person interfaces that give the administrator visibility to the repute of the collected SQL observation efficiency statistics and mannequin scoring.summary
IBM's computer researching for zOS (MLz) providing is being used to notable upshot in Db2 edition 12 to enlarge the efficiency of analytical queries in addition to operational queries and their linked functions. This requires administration attention, as you must verify that your industry is ready to consume these ML and AI conclusions. How will you measure the charges and benefits of the usage of computing device learning? Which IT pilot group of workers should subsist tasked to reviewing the outcomes of mannequin scoring, and perhaps approving (or overriding) the effects? How will you review and justify the assumptions that the utility makes about entry path decisions?
In different phrases, how smartly achieve you know your records, its distribution, its integrity and your present and proposed access paths? this could assess where the DBAs spend their time in supporting analytics and operational application performance.
# # #
John Campbell, IBM Db2 unique EngineerFrom "IBM Db2 AI for z/OS: enlarge IBM Db2 software efficiency with laptop getting to know"https://www.worldofdb2.com/hobbies/ibm-db2-ai-for-z-os-enhance-ibm-db2-application-efficiency-with-ma
Db2 AI for z/OShttps://www.ibm.com/support/knowledgecenter/en/SSGKMA_1.1.0/src/ai/ai_home.html
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I recently finished Stanford’s excellent free on-line course Introduction to Databases with Jennifer Widom. The course is a broad survey of database technology including XML, Relational Database Management Systems (RDBMS) from many angles (SQL forms the centerpiece of the course), OLAP (OnLine Analytical Processing) and NoSQL.
I was very impressed with the breadth of Widom’s approach to the subject: it was a major reason I decided to spend time on the course. Another strength is its nuts-n-bolts approach: some theoretical topics are covered but for the most fraction this is a course for practitioners. Finally, I particularly appreciated the extensive consume of FOSS (Free and Open Source Software) in the course.
Why study databases? I will merely relate that data is a core tool pervading the information resources of modern civilization. Databases are where data is housed. For example, the data constituting this blog is stored in a database and the selfsame can subsist said for much (if not all) of the Internet. Databases are a profoundly vital, magnificient picture subject.
Widom’s course is still open for enrollment in “archival mode” import you can watch the videos, work through the exercises, quizzes and exams, and track your progress, but the deadlines maintain expired and no more “Statements of Accomplishment” will subsist awarded (at least until the course is offered again). To complete the simple enrollment Go to db-class.org and start learning about databases with FOSS today!
Although the course is broadly useful for anyone wanting to learn the basics of databases from a broad perspective, I create it to subsist particularly pleasurable for learning about the FOSS tools that can support database systems. So let’s start there.FOSS Tools Covered
For traditional RDBMS, the course uses PostgreSQL, SQLite, and MySQL. Widom mentions some limitations of each database (DB) in regards to the SQL (Structured Query Language) standard including essential distinctions about using each system with triggers, transactions (PostgreSQL has the best support), Views (MySQL uses updatable views whereas PostgreSQL & SQLite consume triggers to modify views), recursion (only PostgreSQL and only in newer versions), and OLAP (only MySQL supports with rollup).
On the XML side, I scholarly xmllint and SAXON for XML validation, querying and transformation. The course covers the basics of DTDs, XML Schema, XPath, XQuery and XSLT. I used xmllint, saxonb-xquery, and saxonb-xslt to work through the exercises (the searchable mp;A forum provides usage details).
Finally, for NoSQL there are two videos which survey the state of the art. There is some depth on the Map Reduce framework provided by Hadoop. Several other FOSS systems are briefly discussed: Cassandra, Voldemort, CouchDB, MongoDB, and more. The NoSQL portion of the course is a pleasurable overview of the technology, but there are no exercises and hence shrimp depth of a concrete nature.
From a FOSS perspective, the course is exquisite: FOSS utilities were front and heart for the duration and some guidance in using these tools is provided. support was readily available: I answered a few questions in the mp;A forum to support people overcome hurdles and I used its search feature to overcome some of my own. In sum, studying this course will give you the lay of the land for FOSS database technology including some counsel about the limitations and strengths of its best database tools.Stanford’s innovative platform for free on-line video courses
I am a magnificient fan of so-called Open Educational Resources (OER) including free on-line video courses. Stanford’s Databases course is the 12th I’ve completed, but only the second in which I did a “deep dive” by reinforcing learning with exercises, quizzes and exams. In general, I consume OER video courses as edutainment as I usually find the extra work too time-consuming: my goal is to broadly understand how the world works, not to build expertise in every subject I study! So, conceptually, I prefer the traditional shape of video courses pioneered by MIT’s OpenCourseWare which in contrast with Stanford’s unusual approach might subsist called archived courses. Archived courses get the material available without (m)any social tools. So, working through the materials in traditional OER courses usually requires extra self-discipline and commitment (unless you just watch the videos for fun as I often do).
Stanford’s OER system, online at coursera.org, builds on the basic project of OER video courses by adding deadlines, interactive feedback from automatically evaluated work, and some, including the Databases course, present the faculty to merit a “Statement of Accomplishment” for demonstrating basic proficiency. It is precisely these social enhancements that makes Stanford’s initiative so noteworthy. Together these social tools provide a shared undergo with a pellucid set of tasks for a cohort of students working through the course at the selfsame time.
The extra interactivity and the focus of deadlines give the Stanford approach to OER a special excitement and sense of goal accomplishment which is absent in archived courses. Even though I prefer the archived courses whose videos can subsist more entertaining than Stanford’s tutorial-focused approach, I maintain to admit I was enthralled by the deadlines: they kept me focused. It should subsist emphasized that Stanford’s courses fancy the more traditional OER archival courses can subsist pursued at a pace that suits your time and interest: there’s no imperative to result the deadlines or merit kudos for accomplishments.How I used the course materials
Although I maintain been using databases professionally for many years, I had not read nor studied the subject in any depth previously. I decided to purchase this opportunity for a deep dive. Widom’s Databases course includes a simple enrollment process, tutorial-style videos (for download or in a browser with gleam support), automatically graded exercises, quizzes, and exams each with difficult deadlines, a Course Materials section with many goodies, Optional Exercises, a FAQ, a mp;A forum, and a “Statement of Accomplishment” from the instructor if you completed a substantial portion of the coursework by the deadline (6,513 of the 91,000 students enrolled in the plunge 2011 Databases course earned one; here is mine).
First, I watched each video twice taking circumstantial handwritten notes on the second viewing (22 pages worth!). I then checked the gleam version of the videos which often included inline questions that were very useful (Stanford’s gleam video viewer is the best I’ve seen: it even supports speeding up the video by 1.2 or 1.5 times while automatically adjusting the pitch!).
Then I worked through the quizzes and exercises. One nice feature of both was that you could attempt them many times. Different variants were provided to many of the quiz questions to get it harder to apply a blind trial and oversight approach and you can continue to work on them after getting them whole reform (which might subsist useful as a way to practice for the exams or to view if you recollect anything of the course when you check back in 1 or 10 years). I create the quizzes and exams to subsist very challenging and not so rewarding. Of course some mastery is required and acquired from the quizzes and for other learning styles they may prove more valuable than they were for me: arbiter for yourself.
The course included many supplementary exercises to provide extra practice. I used them for Relational Algebra and they were very helpful. However due to time constraints, I was unable to consume them further. Most of my time was spent working through the exercises. I did whole the exercises in an xterm window running sqlite, psql, xmllint, saxonb-xquery, or saxonb-xslt and pasting the results into the query workbench. This allowed me to really undergo the FOSS tools “in the wild” which gave me a strong sense of their ins and outs. For me the interactive exercises were fantastic: they really helped me learn the material by directly engaging my problem solving faculty. They were fancy a true project with deadlines! Although I occasionally got ruffled with some of the difficult ones, they were engaging and fun!
Although the course web site is very simple and well-designed, it was still practicable to maintain hardship finding some of the gems provided for the students. For example, it took me awhile to find the code used in the demos (which was extremely useful by the way): the Course Materials section of the site has whole the goodies you requisite but you maintain to mouse over the icons to view treasures that emerge hidden at first (remember to birthright click to download). furthermore gape carefully at the prescripts or postscripts affixed to some sections: more treasures.
The mp;A forum was helpful for finding things that were not at first apparent. A yoke of times I scoured the Internet or Wikipedia looking for other angles on the material to understand a point I was struggling with. whole work for the class is “open book”, so I only prepared for the exams by simply reviewing my notes.Advice for students
I recommend taking the course now even though the deadlines maintain expired. Feel free to skip any fraction of the course that your interests, time constraints, and forbearance warrant. If the course is ever offered again, you will already know much of the material which should support you merit a “Statement of Accomplishment”. If not, you will better understand a broadly useful, essential and fascinating subject.
If you want to achieve a “lite” version of the course, I recommend skipping the quizzes and exams. In addition, many of the topics can subsist skipped if you are short on time or find them uninteresting. To her credit Jennifer Widom recommended as much in her screen side chats which provided a wonderful human dimension to the course. Although some of the material is cumulative, there are several parts of the course for which skipping is a true option. For example, the Relational Algebra (I thoroughly enjoyed doing those exercises!!!) and the Relational Design Theory topics are, I think, less essential especially if you just want to acquire basic DBA skills. I deal with enough XML, that I create that fraction of the course extremely useful, but I can imagine someone who just needs SQL might skip those parts. This is a free course: you can subsist creative in how you consume the materials so that you accumulate what you want out of it!
I recommend doing the exercises associated with each topic (some did not maintain exercises). Some of them are quite challenging and some took me quite a bit of time. If necessary, skip some of the harder ones. If time is really pressing, just watch the videos that particularly interest you: recollect this is a free resource: you can tailor your work on the course in whatever way suits your interests and time.
I did not buy nor borrow a textbook for the course (I was very impressed that Widom prepared reading assignments for four separate texts in the Course Materials sections of the site. Wow, that must maintain been a lot of work!). Having been through the course, I deem a text is unnecessary for most students. You may find a few topics that are difficult for you or for which the videos were insufficient to master the material. Since textbooks are more comprehensive and more detailed, they could support fill in the gaps. In particular diligent students may want a text. I prefer to learn iteratively, that is, I would prefer a shallow course today and another later that goes in more depth (I might even prefer to purchase two lite courses to build my mastery of a subject by degrees). But if you want a more complete undergo now, then by whole means accumulate a textbook and dig in!Other OER Database Resources
In addition to the OER resources below, I create occasion to reference Widom’s course site for Stanford students in the allied CS145 Introduction to Databases and her colleague Jeff Ullman’s offering of CS145 from Autumn 2002. MIT OCW has 6.814/6.830 on Database Systems which looks a bit too advanced for an introductory course and MIT OCW has 1.264J/ESD.264J Database, Internet, and Systems Integration Technologies which I create useful to supplement Widom’s course (especially for Relational Design Theory). Finally, the Indian Institutes of Technology (IIT) has a complete video course (with 43 videos totaling 40 hours and 17 minutes) on Database Management Systems or watch its YouTube playlist (I did not gape at these videos, but I’ve seen other IIT material and they are usually very informative and accurate).Conclusion
Stanford’s exciting unusual system for on-line courses is remarkable in its consume of social tools to engage students. This is a boon to the OER movement! In today’s rapidly changing world, refreshing and expanding one’s skills is essential to apprehending the needs and opportunities that abound if you are inquisitive enough!
I’m hooked! Although I still cherish and will continue to consume archived courses, I will subsist checking to view if Stanford has any courses of interest regularly from now on! I’ve signed up for several of Stanford’s offerings (there are 16 of them!) for Winter term with the goal of “dropping” or doing a “shallow dive” (maybe just watch a few videos and achieve some exercises as interest permits). But I am eying the Model Thinking course for a practicable deep dive. To view the full list of offerings Go to Class Central: Summary of Stanford’s online course offerings and diagram your learning for the Winter term which starts next Monday, January 23rd!
Stanford’s plunge 2011 edition of Introduction to Databases was a considerable course! Kudos to Jennifer Widom and everyone at Stanford who made this possible.
If you haven’t started or finished it yet, head over to db-class.org now and accumulate to it! It is one of the best resources on the Internet for learning about databases. Moreover, it includes the special capitalize of covering a broad orbit of essential FOSS database tools.Other Reviews of Widom’s Databases Course
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