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MicroStrategy, a issuer of company intelligence application, recently introduced that it has joined IBMï¿½s ISV competencies for SMB Initiative, a program designed to deliver unbiased utility companies (ISVs) with technical and advertising back to back them meet the particular assistance expertise needs of small and medium sized (SMB) businesses.ï¿½
MicroStrategy will utilize the components from IBM earnings, technical, and marketing programs to power exact for commerce options leveraging the MicroStrategy platform, together with the IBM Retail company Intelligence solution, IBM workplace for Retail store Operations, IBM spot of toil for Retail Merchandise management, and IBM Aligned clinical atmosphere.ï¿½ with the aid of enabling MicroStrategyï¿½s commerce Intelligence Platform with IBMï¿½s retail and healthcare solutions, MicroStrategy seeks to extra expand into these critical plumb markets.
MicroStrategy offers company intelligence utility that enables agencies throughout a wide sweep of industries to tap into their databases and deliver critical assistance to do extra strategic and records-pushed company decisions. Retail and healthcare purchasers are well represented in MicroStrategyï¿½s huge customer base. many of the worldï¿½s largest agents employ MicroStrategy to power sophisticated functions that give constructive insight into areas reminiscent of merchandise administration, stock control, marketing evaluation, shop operations, and loss prevention. Healthcare companies, payors, and hospitals select MicroStrategy to investigate and enhance operations, service excellent, useful resource utilization, claims administration, and order tracking.
"Retail and healthcare businesses are searching for on exact commerce options to enrich operations and slice back expenses," stated Buell Duncan, GM, ISV Developer relations, IBM. "MicroStrategyï¿½s purposes constructed on IBM's open middleware, provide a complete solution for retail and healthcare associations who wish to enhance efficiencies and enhanced serve their shoppers."
This BeyeNETWORK information particular incorporates counsel from a recent press release by passage of the company outlined.
In September 2018, IBM introduced a brand recent product, IBM Db2 AI for z/OS. This simulated intelligence engine screens statistics access patterns from executing SQL statements, makes employ of laptop discovering algorithms to settle on most arrogate patterns and passes this suggestions to the Db2 query optimizer for employ via subsequent statements.computing device discovering on the IBM z Platform
In may of 2018, IBM introduced edition 1.2 of its desktop getting to know for z/OS (MLz) product. here's a hybrid zServer and cloud software suite that ingests efficiency facts, analyzes and builds models that symbolize the fitness status of various warning signs, screens them over time and offers real-time scoring capabilities.
a few facets of this product providing are geared toward helping a community of model developers and managers. as an instance:
This machine getting to know suite became in the birth aimed at zServer-based analytics purposes. one of the most first glaring choices was zSystem performance monitoring and tuning. device management Facility (SMF) information that are immediately generated through the working system give the raw statistics for system aid consumption comparable to principal processor utilization, I/O processing, remembrance paging etc. IBM MLz can bring together and store these statistics over time, and build and instruct models of system behavior, ranking those behaviors, establish patterns no longer without vicissitude foreseen through humans, develop key efficiency indicators (KPIs) after which feed the mannequin consequences returned into the gadget to Have an upshot on device configuration changes that can increase performance.
The next step was to enforce this suite to investigate Db2 performance data. One solution, called the IBM Db2 IT Operational Analytics (Db2 ITOA) reply template, applies the machine studying know-how to Db2 operational information to profit an figuring out of Db2 subsystem health. it might probably dynamically construct baselines for key performance warning signs, deliver a dashboard of these KPIs and give operational workforce actual-time insight into Db2 operations.
while habitual Db2 subsystem performance is an significant component in common utility fitness and performance, IBM estimates that the DBA aid corpse of workers spends 25% or extra of its time, " ... fighting entry route problems which occasions efficiency degradation and service affect.". (See Reference 1).AI comes to Db2
agree with the plight of up to date DBAs in a Db2 ambiance. In ultra-modern IT world they ought to befriend one or more large facts functions, cloud utility and database services, utility installing and configuration, Db2 subsystem and utility efficiency tuning, database definition and administration, catastrophe recovery planning, and more. query tuning has been in existence considering that the origins of the database, and DBAs are usually tasked with this as smartly.
The coronary heart of query direction analysis in Db2 is the Optimizer. It accepts SQL statements from functions, verifies authority to entry the information, experiences the areas of the objects to subsist accessed and develops a listing of candidate facts access paths. These access paths can encompass indexes, desk scans, quite a few desk combine strategies and others. in the statistics warehouse and massive facts environments there are continually additional selections attainable. One of these is the existence of summary tables (from time to time referred to as materialized query tables) that comprise pre-summarized or aggregated facts, for that judgement allowing Db2 to remain away from re-aggregation processing. an extra option is the starjoin access path, habitual in the data warehouse, the spot the order of table joins is modified for performance explanations.
The Optimizer then reports the candidate entry paths and chooses the access direction, "with the lowest can charge." cost in this context potential a weighted summation of aid usage together with CPU, I/O, reminiscence and other materials. eventually, the Optimizer takes the lowest can pervade entry route, stores it in reminiscence (and, optionally, within the Db2 directory) and starts off access route execution.
huge data and facts warehouse operations now consist of application suites that allow the commerce analyst to do employ of a graphical interface to build and maneuver a miniature facts model of the records they are looking to analyze. The packages then generate SQL statements based on the clients’ requests.
The vicissitude for the DBA
in order to carry out Good analytics for your discrete records shops you want a fine realizing of the facts necessities, an realizing of the analytical services and algorithms accessible and a excessive-efficiency records infrastructure. regrettably, the quantity and site of statistics sources is increasing (both in size and in geography), data sizes are growing, and applications continue to proliferate in number and complexity. How should soundless IT managers pilot this environment, especially with essentially the most skilled and ripen corpse of workers nearing retirement?
be mindful furthermore that a large portion of reducing the total can pervade of ownership of these methods is to net Db2 applications to hasten quicker and extra efficaciously. This continually interprets into using fewer CPU cycles, doing fewer I/Os and transporting less facts across the community. considering the fact that it's regularly intricate to even identify which functions might benefit from performance tuning, one mode is to automate the detection and correction of tuning issues. here is where desktop getting to know and synthetic intelligence will furthermore subsist used to awesome effect.Db2 12 for z/OS and simulated Intelligence
Db2 edition 12 on z/OS makes employ of the computer gaining knowledge of amenities outlined above to accumulate and store SQL query textual content and access path details, in addition to specific performance-linked historical counsel reminiscent of CPU time used, elapsed instances and outcomes set sizes. This providing, described as Db2 AI for z/OS, analyzes and shops the information in laptop gaining knowledge of fashions, with the model analysis outcomes then being scored and made attainable to the Db2 Optimizer. The subsequent time a scored SQL commentary is encountered, the Optimizer can then employ the mannequin scoring statistics as input to its access course option algorithm.
The influence may soundless subsist a reduction in CPU consumption because the Optimizer makes employ of model scoring enter to elect enhanced entry paths. This then lowers CPU expenses and speeds application response instances. a major handicap is that the employ of AI application does not require the DBA to Have statistics science potential or abysmal insights into query tuning methodologies. The Optimizer now chooses the most suitable access paths based mostly not best on SQL question syntax and data distribution data however on modelled and scored historic efficiency.
This can furthermore subsist in particular significant if you store records in assorted areas. for instance, many analytical queries towards huge records require concurrent entry to pellucid statistics warehouse tables. These tables are commonly known as dimension tables, and that they comprise the information points constantly used to ply subsetting and aggregation. as an instance, in a retail atmosphere correspond with a table referred to as StoreLocation that enumerates every redeem and its location code. Queries against shop revenue facts may additionally are looking to aggregate or summarize sales via place; hence, the StoreLocation table should subsist used by using some huge data queries. in this environment it is regular to occupy the dimension tables and copy them regularly to the large facts utility. in the IBM world this vicinity is the IBM Db2 Analytics Accelerator (IDAA).
Now believe about SQL queries from each operational purposes, statistics warehouse clients and colossal facts commerce analysts. From Db2's perspective, uncouth these queries are equal, and are forwarded to the Optimizer. besides the fact that children, within the case of operational queries and warehouse queries they should soundless absolutely subsist directed to access the StoreLocation table within the warehouse. even so, the query from the commerce analyst against massive facts tables should likely entry the replica of the table there. This effects in a proliferations of skills access paths, and greater toil for the Optimizer. luckily, Db2 AI for z/OS can provide the Optimizer the information it must do judicious entry course decisions.how it Works
The sequence of movements in Db2 AI for z/OS (See Reference 2) is commonly privilege here:
There are additionally a number of consumer interfaces that provide the administrator visibility to the popularity of the accrued SQL observation performance information and mannequin scoring.summary
IBM's computer discovering for zOS (MLz) offering is getting used to terrific upshot in Db2 edition 12 to enrich the efficiency of analytical queries as well as operational queries and their associated functions. This requires administration consideration, as you must determine that your enterprise is prepared to ingest these ML and AI conclusions. How will you measure the fees and benefits of using machine discovering? Which IT assist workforce necessity to subsist tasked to reviewing the influence of model scoring, and maybe approving (or overriding) the consequences? How will you assessment and justify the assumptions that the utility makes about access route selections?
In different phrases, how well carry out you know your data, its distribution, its integrity and your latest and proposed access paths? this may investigate where the DBAs expend their time in helping analytics and operational application efficiency.
# # #
John Campbell, IBM Db2 exotic EngineerFrom "IBM Db2 AI for z/OS: boost IBM Db2 utility performance with computer getting to know"https://www.worldofdb2.com/routine/ibm-db2-ai-for-z-os-boost-ibm-db2-utility-efficiency-with-ma
Db2 AI for z/OShttps://www.ibm.com/assist/knowledgecenter/en/SSGKMA_1.1.0/src/ai/ai_home.html
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As retail continues to evolve, many stores are focusing on the customer suffer across channels and the rapidly changing behaviors of consumers themselves. While electronic commerce is growing in popularity, many retailers are renewing their accent on the in-store experience.
To accommodate this shift, as well as to provide the flexibility to occupy handicap of opportunities that fib ahead, retailers necessity a robust wireless and wired network infrastructure.
Not only must their networks meet today’s demands, they furthermore necessity the kindhearted of next-generation components and capabilities that befriend future-proof their infrastructure.
“Consumer behaviors and other factors impacting retail store systems Have drastically changed in recent years,” says David Herzig, channel manager for retail solutions at HP.
For one thing, he says, more than 90 percent of consumers employ technology, such as mobile devices and apps, when they shop. Networks that Have been used to back limited store functions, such as point-of-sale systems, must now provide the connected consumer with Wi-Fi access, as well as back several other touchpoints and systems to deliver a better suffer and befriend retailers optimize operations.
“Next-generation networks necessity to back recent in-store behaviors, systems and touchpoints,” says Herzig. “These comprise mobility, digital signage, self-service kiosks, radio frequency ID [RFID], beacons and ‘endless aisle’ capabilities.”
SIGN UP: net more advice from the BizTech newsletter in your inbox every two weeks!Wireless Networks Are critical to the Customer Experience
In-store wireless is critical for more than customer appointment and satisfaction. To leverage uncouth the potentially valuable data generated by the Internet of Things (IoT), retail IT departments must manage and back a robust wireless network to connect sensors and other data sources.
These comprise RFID tags that monitor in-store stock and connect to key systems in the retailer’s data focus to enable inventory and supply-chain optimization. Retailers furthermore must back mobile point-of-sale systems, which befriend store associates access up-to-date customer information from key back-end data sources so they can provide better service and process payments anywhere in the store.
Stores can further boost customer satisfaction by using wirelessly connected Bluetooth beacons, taking handicap of geolocation technologies to ship personalized messages to a customer’s smartphone when they enter a store, alerting them to promotions or delivering digital coupons tailored to their needs.
“There’s so much you can carry out if you Have in-store wireless,” says Paula Rosenblum, a retail technology research analyst with Retail Systems Research. However, based on RSR’s 2015 research, about half of retailers haven’t yet implemented it on the store floor.
With Wi-Fi, she adds, “It’s not about staying ahead of your competitors — it’s about keeping up with your customers.” A store’s wireless network is furthermore a critical tool for managers and sales associates.
Managers, says Rosenblum, shouldn’t Have to do a tough option of whether to remain on the floor to monitor customer and employee activity or to sit in an office to access significant information on a desktop computer. With wireless in place, they don’t Have to decide: They can view exception reports, problem reports and sales reports on their mobile devices and soundless pay attention to customers and associates, uncouth while moving around the store.Software-Defined Networking Gives Retailers Flexibility
According to Herzig, nearly 60 percent of retailers rate mobility solutions as their leading customer appointment priority. However, they worry that compliance with the Payment Card Industry data security touchstone and data security in generic will become even more challenging if they implement in-store wireless. A robust and secure network infrastructure, both wireless and wired, is of paramount importance.
Software-defined networking (SDN) helps retailers address their security and compliance concerns by extending data focus policies to their stores, but that’s just the birth of what it brings to the table.
By decoupling a network’s control plane from its data plane, abstracting the underlying architecture, SDN allows administrators to program control functions, making them much more agile and adaptable in their deployment and management of applications and network services.
A next-generation SDN architecture furthermore enables centralized, unified network management of both wired and wireless networks, providing IT teams better visibility into connected devices, traffic, resource usage and application performance.
As retailers grow, implement IoT solutions and occupy handicap of advanced analytics that tow from internal and cloud data sources, they’ll necessity SDN’s flexibility so they can more easily configure their networks, as well as scale, increase bandwidth and easily connect to cloud services.
Retailers will reckon on SDN and high-performance networks to better engage customers via various technologies, says Herzig. As brand messaging through digital media becomes commonplace, network connectivity requirements Have increased dramatically.
“Store signage that took weeks to implement can now subsist updated instantly over the network,” he adds. “Retailers are furthermore depending on next-generation network connectivity to access analytics data, [Human Resources] information, training systems, and employee and consumer appointment tools.”
Technology providers are continually rolling out next-generation networking solutions and retail-related applications that leverage them.
For stores that already Have video surveillance or are deploying it, for instance, Cisco Systems offers analytics technology “so retailers can just jack into those feeds and employ pattern matching, facial recognition and other capabilities,” says Brad Shimmin, service director for commerce technology and software at research difficult Current Analysis. Further, this and other recent offerings are leveraging sophisticated network and processing technologies to crunch data at the edge of the network so retailers can net the insight they necessity immediate to the decision point.
“This is an entirely recent world for retailers,” says Shimmin.
For more on how you can occupy handicap of retail technology solutions, visit CDW.com/retail.
The Lab is a radical recent concept store concept from Allied Irish Bank. Believed to subsist the first of its kindhearted in Ireland, The Lab (an acroynm for “Learn About Banking”) will build uncouth of AIB’s banking technologies together in a physical, brick-and-mortar showcase.
The Lab is situated in Dundrum Town Centre, the busiest retail location in Ireland, with over 19 million visitors annually. And this high-visibility belt is central to AIB’s strategy. They aren’t necessarily edifice a arm so much as a showroom.
The branch, designed by the architectural wizards at allen international, sets out to create a learning and research environment focused on exposing Irish consumers to the replete sweep and capabilities of AIB’s digital, online and mobile banking solutions.
“Our mobile and online banking offerings are market-leading, yet almost half their customers Have yet to embrace digital banking,” said AIB’s director of personal, business, and corporate banking, Bernard Byrne. “AIB’s investment in digital technology is a cornerstone in the bank’s strategy to reduce cost.”
“With Dundrum Town Centre’s annual footfall with millions of people, The Lab will give a huge consumer base an insight into the benefits of marrying technology with banking,” Byrne added.
Inasmuch, the arm boasts digital self-service technology, remote advisor accessibility, mobile device demos and a digital “avatar” that can befriend customers navigate the experience. Visitors to the arm will furthermore relish free employ of iPads, iMacs and WiFi.
( descry More: +13 Extra Photos +3 Videos of AIB’s Lab… Here on Page 2! )
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The space is divided into five discrete retail zones:
The Quick Banking Zone – This is a stepped arrangement of multi-functional, cash-capable ATMs. The belt includes card kiosks, a phone booth for private conversations, and a social media wall.
The Mobile Banking Zone – This zone features a modern mobile banking table with state-of-the-art interactive screens and a array of AIB’s mobile banking devices/services. A private internet banking booth allows customers to check their accounts, or learn more about internet/mobile banking from an AIB representative.
The Product Zone – A relaxed and synchronous belt to showcase AIB’s products, services and recent technological innovations. The Product Zone highlights the brand’s associations and partnerships with other world leading and technologically advanced brands. Beside the iconic interactive digital product table, this belt furthermore features the Emerging Technology Zone, with changing exhibitions and demos.
The Lounge & Learning Zone – A hospitable lounge to relax and browse, with AIB experts available to meet in the solace of private booths. This is intended to subsist a space for visitors to learn, participate and subsist entertained by various events. This belt features a large format digital learning wall, an interactive source where customers can learn about the brand, the store and uncouth its facilities. The zone furthermore incorporates a children’s play area.
The commerce Banking Zone – Located on the upper floor, this is a special zone designated exclusively for AIB commerce customers. Customers can employ this space for their own networking and commerce meetings. Meeting rooms provide access to remote specialists via video conferencing. A relaxed lounge offers complimentary employ of iPads.
“Customers now elect how they wish to interact with AIB in the passage that suits them best,” said a spokesperson with allen international.
( descry More: arm Showcase: Experimental Concept Stores & Flagship Designs )
AIB has an entire section of its website dedicated to The Lab concept. AIB has even created a Facebook page and Twitter account for The Lab, part from its other social media accounts. They already Have 3,896 ‘Likes’ and an astounding 3,088 Facebook users talking about them — nearly a 1:1 ratio. They furthermore Have a respectable 1,376 followers on their Twitter-verified account.
AIB says its experimental lab expresses the bank’s brand values: dependable, engaging and pioneering.
AIB says it has plans to employ The Lab to unveil future personal finance innovations.
( descry More: Two recent arm Prototypes To Serve As ‘Living Labs’ )
( descry More: +13 Extra Photos +3 Videos of AIB’s Lab… Here on Page 2! )
PureCare recently announced the imposing opening of Index alive Mall's (ILM) “Perfect Sleep", a dynamic retail suffer at ILM’s Bangna retail focus which features PureCare’s technical textile-focused sleep essentials.
For ILM—the number one home furnishings and decorative retail chain store in Thailand—the partnership with PureCare was key to offering their consumers a wide sweep of sophisticated sleep solutions. “Perfect Sleep is founded on research and sleep science,” stated ILM Managing Director, Ms. Kridchanok Patamasatayasonthi. “Quality sleep is the key to staying robust and it is an efficient tool for rejuvenation.”
“Index alive Mall offers PureCare, one of the leading innovative brands in the world from the USA now to the Thailand market. PureCare has everything you necessity to befriend you Have the impeccable sleep. It’s comfortable, relaxing and promotes a better sleep.”
For PureCare, the partnership with ILM has helped to highlight the tremendous role that experience-driven environments will play in the future of retail.
“International retailers relish ILM are truly leading the pervade of reinventing the retail experience,” stated Jeff Bergman, PureCare’s President and COO who attended the imposing opening ceremony in Thailand. “The international market is a hot-bed of recent retail environment trends. It’s grotesque to descry first-hand the focus and investment that international retailers are making in reshaping the retail suffer as they know it.”
The impeccable Sleep store offers its customers a strikingly modern retail environment focused on sleep science that is backed by clinically tested, premium products. Armed with the results of their personal “sleep scan” conducted by an in-site professional consultant, impeccable Sleep customers are free to browse a curated collection of premium soft goods that present exemplar solutions to their personal sleep needs. A key component to the successful retail concept is the focus on clean, impactful signage that adds an educational constituent to the shopping suffer while providing complete transparency into the clinically tested benefits of their recent Celliant® and FRíO® enhanced soft goods selection.
“Working with ILM continues to subsist exciting and enlightening,” stated PureCare’s VP of commerce development, Ralph Rosen, who played a key role in developing the relationship between the two brands and was furthermore on location for the imposing opening. “Perfect Sleep is a distinguished example of what is viable when two companies completely understand and buy in to a unique, quality product story. couple that with a stunning and engaging retail environment that helps educate and empower the customer towards purchasing, and you’ve got True retail success.”
The PureCare product selection organize in impeccable Sleep is focused on technical textile infused sleep essentials, and includes their entire collection of clinically-tested, FDA-determined Celliant pillows, sheets and protectors. Designed to promote a temporary increase in blood tide at the site of application in robust individuals, Celliant fibers promote increased performance, faster recovery time from physical activity and befriend to promote restful sleep. PureCare’s cooling collection of SUB-0º Pillows and Protectors featuring FRíO rapid chill cooling fibers and their TempSync™ Pillow collections are among other products that are prominently featured throughout the retail environment.
About Index alive Mall: Index alive Mall is Thailand’s number one home furnishings and decorative retail chain store. With over forty years of commerce experience, Index alive Mall has developed the largest network of home goods retail stores in Thailand, self-owned factories, and an international presence and reputation as a world class exporter. Index alive Mall is committed to creating balanced alive for uncouth customers by delivering thoughtful, smart design solutions for the home and for life. For more information, gladden visit us at: www.indexlivingmall.com.
About PureCare: PureCare designs essential elements necessary to create a robust sleep environment. Their mattress and pillow protectors, sheets and pillows – uncouth of which combine superior technology, innovation and the highest quality materials – are revolutionary to today’s health conscious consumers and allergy sufferers. PureCare continues to change the conversation in the sleep essentials industry to focus on health and wellness, and offers an entire collection of mattress and pillow protectors that are the official protector products of the National Sleep Foundation and the Women’s option Award. For more information, visit www.PureCare.com.
Furniture Industry advice and in depth magazine articles for the furniture retail, furniture manufacturers, and furniture distributors.Read other articles by Nic Ledoux
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