C4090-453 exam Dumps Source : IBM System Storage DS8000 Technical Solutions V3
Test Code : C4090-453
Test denomination : IBM System Storage DS8000 Technical Solutions V3
Vendor denomination : IBM
: 52 actual Questions
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IBM tweaked its industry storage methods today, adding thin provisioning to its device Storage DS8000, and asynchronous mirroring and dual processors to its XIV Storage gadget. In each cases, the points are already protected in competitors' methods and fill gaps in IBM's platforms.
IBM neglected skinny provisioning when it upgraded the DS8000 eventual February with complete disk encryption and strong-state pressure (SSD) support. First made celebrated by artery of 3PAR Inc., skinny provisioning is fitting a yardstick office on enterprise methods now that Hitachi statistics programs (HDS) and EMC Corp. present it. IBM already helps thin provisioning for its SAN extent Controller (SVC) storage virtualization box, and on the XIV Storage system.together with thin provisioning, IBM is making utility improvements for the DS8000 which are meant to enhance the hasten of extent initiation and supply stronger throughput for techniques the usage of FICON on IBM mainframes.
XIV continues to breathe a piece in growth
IBM bought XIV techniques in January 2008, and released its first IBM-branded XIV tackle eventual September. Critics claimed the XIV lacked industry features comparable to asynchronous mirroring for distance replication, scalability beyond 180 TB raw, attend for IBM device z mainframes and concurrent code load for non-disruptive application setting up.
brand unique help gives the XIV Storage tackle asynchronous mirroring and concurrent code load, but the different boundaries remain.
"we own been including capabilities to XIV in a really short period of time when you consider that they acquired it," talked about David Vaughn, IBM's tips infrastructure platform manager. "Asynchronous mirroring is a great step to complete the vital necessities for their customers."
New dual processor modules provide the XIV Storage system as much as 30% efficiency improvement, Vaughn pointed out. XIV moreover now has an SMI-S interface for faraway management of IBM's Tivoli software and an LDAP interface. furthermore, IBM is giving valued clientele a choice between a one-year and three-yr base warranty for the XIV Storage device. It prior to now offered a one-year base guarantee and consumers might add greater years.
IBM delivered a 27 TB entry-degree XIV Storage system version prior this 12 months, however hasn't gone past 180 TB. Vaughn referred to the XIV structure will enable it to head beyond a hundred and eighty TB, "but it does not scale that extreme yet." He additionally observed mainframe assist for XIV is on the roadmap, however "there's nothing impending."
As is the case with IBM storage vie EMC, there was confusion in the industry about where the lines are drawn with IBM's systems. IBM considers the DS8000 and the XIV Storage tackle industry programs youngsters they're distinctive architectures. How does a company understand if it's going to believe a DS8000 or an XIV?
"If we're coping with someone who's a DS8000 customer these days, they predict them to buy the DS8000 as a result of they've standardized with it and are relaxed with it," Vaughn stated. "If they travel into a unique account, they would surge the dialog with the DS8000 if or not it's a mainframe account. If the account is absolutely open programs, they might start with the XIV."
Analysts referred to the latest upgrades are vital for business-grade storage programs. "if you are going to muster it [XIV] an commercial enterprise equipment, the expectation is that every this stuff is there," pointed out Arun Taneja, founder and consulting analyst at Hopkinton, Mass.-based Taneja group. "In an excellent circumstance, a vendor would own every this performance from day one, however how carry out you carry out this? What they brought out eventual year with XIV changed into a first volley."
"it's now not relish they are the first with these elements," stated label Peters, an analyst at Milford, Mass.-based enterprise strategy community. He would not hope shoppers to purchase systems based on which own the optimum thin provisioning, but they carry out are expecting enterprise methods to own it.
As for IBM's product positioning, Peters talked about it might pitch customers, however "or not it's far stronger to own an overlap in products than a gap. americans question the identical question with EMC [with Clariion and Symmetrix platforms] about which tackle to purchase, and in both cases the reply that comes again is 'mainframe.' Mainframe attend is the leading change, and one device is a scintilla greater responsible than the different."
IBM's timing with thin provisioning isn't exceptional. Its announcement comes a day after EMC talked about it would present skinny provisioning for gratis with its Symmetrix systems. IBM is charging at least $69,000 to activate thin provisioning for its DS8000 techniques.
still, IBM's Vaughn pointed out thin provisioning is a cash-saver as a result of "you regain a suitable deal enhanced utilization of your disks."
thin provisioning for the DS8000 and dual processors for the XIV Storage device may breathe accessible subsequent month, with the XIV's asynchronous mirroring due later within the year.
IBM plans to construct a research hub for subsequent era AI hardware, with sheperd from great apple condition and SUNY Polytechnic Institute.
The IBM analysis AI Hardware heart goals to obtain a 1,000 times efficiency effectivity growth for simulated intelligence workloads over the path of a decade.
The heart will host R&D, emulation, prototyping, trying out and simulation activities for the unique AI cores, while really expert wafer processing should breathe achieved in Albany and at IBM’s Thomas J. Watson analysis middle in Yorktown Heights.
"AI will transform the realm in histrionic techniques in the coming years," Mukesh Khare, VP of semiconductor and AI hardware at IBM research, said.
"IBM is pushing the boundaries of AI sooner - for the benefit of industry and society. by artery of expanding their partnership with great apple State, we're growing a global hub of AI hardware analysis with an ecosystem to innovate, incubate, and lead within the building of disruptive technologies."
IBM spoke of that it could invest $2 billion in SUNY Poly and its other facilities in long island State, and may supply at the least $30 million in money and in-kind contributions for AI analysis across the SUNY equipment, with SUNY matching up to $25 million.
State economic evolution organization Empire condition building will moreover provide a $300 million capital outfit over 5 years, to the research basis for SUNY to purchase, personal and set up tackle imperative to aid the AI Hardware center.
"new york has at every times been on the forefront of emerging industries, and this inner most sector funding to create a hub for synthetic intelligence analysis will attract world-category minds and power economic growth in the vicinity," Governor Andrew Cuomo spoke of in a press release.
"artificial intelligence has the potential to seriously change how they live and the artery corporations operate, and this partnership with IBM will assist compose certain long island is soundless on the innovative constructing inventive applied sciences."
IBM added that the hardware core will moreover flip to analysis partners Samsung, Mellanox applied sciences and Synopsys.
details about the company's hardware plans are constrained, however IBM first plans to liberate digital AI cores adopted by artery of analog AI cores. and scan with diverse really suitable accelerator cores and chip architectures.
Analog AI aims to dispose of the von Neumann reminiscence bottleneck, cutting back the exigency to transfer data between the reminiscence and processor in a equipment. IBM analysis information makes reference to the 'Fusion chip,' which the industry says "exploits the storage skill and physical attributes of part-change recollection (PCM) contraptions to set into upshot a man-made neural community."
section trade reminiscence has been in construction considering that the Nineteen Seventies, with IBM epigram it had efficiently created and tested PCM returned in 2016.
"With PCM, when an electrical pulse is utilized to the material, it alterations the conductance of the gadget by means of switching the material between amorphous and crystalline phases," IBM explains. "A low electrical pulse will compose the PCM machine greater crystalline (much less resistance). A extreme electrical pulse will compose the gadget more amorphous (extra resistance). for this reason, as a substitute of recording a 0 or 1 relish within the digital world, it data the states as a continuum of values between the two–the analog world."
The fabric provides: "In deep researching inference, records propagation through assorted layers of a neural community comprises a sequence of matrix multiplications, as each and every layer may moreover breathe represented as a matrix of synaptic weights... The Fusion chip is a test prototype with which handiest a separate PCM device can breathe accessed at a time. Future chips will permit to operate the matrix multiplications every in parallel in a separate time step, thereby tremendously enhancing the velocity and energy efficiency."
DCD has suggested notably on IBM's quite a lot of chip efforts, including its unwell-fated cell Broadband Engine, its digital AI TrueNorth neuromorphic chip, and its vigour architecture it is used on the earth's strongest supercomputer.
through Kevin Komiega
-- IBM is now offering nine diverse data management application tools for managing and relocating facts in tiered storage environments with strong-state disk (SSD) drives.
The business's portfolio includes a suite of application tools that manage the migration, monitoring and dynamic placement of statistics on SSDs.
The tools encompass "wise information placement" expertise in the variety of IBM's statistics Facility Storage management Subsystem (DFSMS) for zSeries and DS8000 environments. For its energy techniques servers, IBM now presents SSD facts Balancer tackle that permit administrators to stream often accessed records to SSDs, while affecting occasionally accessed statistics to typical challenging drives.
On the hardware front, IBM additionally expanded its employ of SSDs to comprehend vim systems, becoming a member of system x servers and gadget Storage DS8000 instruments, which already present SSDs.
SSDs could breathe supported on every POWER6 programs, from Blades to enterprise servers, as well as on the device x lineup of diskless oblige alternate options with unique SATA-style SSDs. A 50GB pressure, designed for higher I/O efficiency, is accessible in both a 2.5-inch or three.5-inch benevolent factor for blades and tackle x rack and tower servers. The SSDs sheperd home windows, Linux, and ESX Server.
IBM additionally invested in integrating DS8000 storage systems with servers and software to maximize the efficiency advantage of SSDs. The built-in retort will allow clients to optimize the hybrid ambiance with SSDs and HDDs.
Mike Desens, IBM's vp of gadget design, says the business's strategy to SSDs acknowledges that most users could own hybrid storage environments that employ high-pace SSDs in tandem with HDDs.
"we've been enabling [the employ of SSDs] throughout every of their hardware, working gadget and software systems with the purpose to attend valued clientele utilize SSDs within the correct ways and to regain statistics onto the birthright tier of storage," says Desens.
He says flash-based mostly SSD drives own the advantage to revolutionize the industry, but costs nonetheless deserve to promote down.
"SSDs are going to own a great upshot on the trade as expenditures proceed to promote down at a faster pace than natural HDDs and they descry more ability," says Desens.
IBM is the employ of two different types of single-level cellphone (SLC) SSDs, including drives from STEC and Fusion-io. Desens says IBM is engaged on ways to employ bigger competence multi-degree mobile (MLC) expertise.
"SLC know-how is reputable via set on-leveling, over provisioning and oversight correction applied sciences, but MLC nevertheless wants extra labor and innovation to deliver it into business-classification functions," he says.
connected articles:checking out SSD strengths and weaknessesSTEC ships MLC-based mostly SSD
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IBM has announced to expand its storage portfolio with the introduction of unique and faster systems, enhanced products, and a unique enterprise choice warranty service option for the IBM System Storage DS6000 series.
Enhancements across the company’s high-end disk systems, as well as its N succession portfolio, data retention solutions, and offerings for SMBs, are designed to provide customers with increased performance and management capabilities, infrastructure simplification, and lower costs.
Shailesh Agarwal, Country Manager, IBM Storage said, “We’re turbo charging their storage systems and accelerating their NetApp relationship to attend customers manage their information on require needs. Today’s announcement further demonstrates IBM’s commitment to provide their clients with increased flexibility and increased choice that enables them to rob control of their storage infrastructures. The choice for customers is limpid - more powerful and faster storage solutions from IBM, versus proprietary solutions from EMC.”
Updating its flagship DS8000 series, the company is introducing unique DS8000 Turbo models. The unique models - the IBM System Storage DS8100 Turbo and DS8300 Turbo systems - are based on POWER5+ processors, with the addition of 4Gbps Fibre Channel and FICON technology allowing for the reduction of the number of network resources.
DS8000 Turbo models comprehend improved tiered storage options, functions to enable greater performance and efficiency for DB2 applications on IBM System p servers, and champion for three-site industry continuity solutions.
Enhancements to the System Storage DS6000 are moreover announced. The S6000 succession will moreover promote with one-standard warranty and the option for customers to rob advantage of a unique elastic Enterprise choice option for warranty extensions.
IBM has moreover announced high-end enterprise and gateway solutions, IBM System Storage N7000 family. With this, the company has introduced a complete line of unified storage products based on NetApp technology designed to provide end-to-end solutions for environments needing enterprise class NAS, FC SAN, and iSCSI offerings, from the smallest of businesses to the largest data centers.
The N succession models, IBM System Storage N7600 and N7800, present Fibre Channel and SATA disk drive champion and provide simultaneous NAS, iSCSI and 4Gbps FC SAN (FCP) attachment. Additionally, they present over 35 advanced software features with FlexShare and MetroCluster capabilities, and are scalable up to 504 terabytes of physical capacity.
Also enhancing IBM’s compliance and archiving solutions, designed for long-term data retention, including retention driven by regulation or corporate governance requirements, the IBM System Storage DR550 V3.0 and DR550 Express is designed to present increased flexibility, capacity and expense performance by including the IBM System Storage DS4700 storage controller and the EXP810 storage expansion as its disk storage subsystem
The announcement completes a major expansion of IBM’s storage line, which started earlier this month. IBM recently expanded its DS4000 line of midrange storage servers with the introduction of the IBM System Storage DS4200 Express Model, a powerful and affordable storage server that is pattern for little and medium-sized businesses. It moreover added unique features and functionality across its entire DS4000 family of products to augment capacity, hasten and overall performance, helping clients to create optimal tiered data storage strategies and present robust data protection and duplication features.
The DS8000 Turbo models and enhancements for the DS6000 succession will both breathe available on September 9, 2006, the N succession enterprise appliance models will breathe available on September 1, 2006 and the N succession enterprise gateway solutions on September 22, 2006.
Single server and express model configurations are currently available. Dual-server models will breathe available on September 15, 2006. The DS4200 Express will breathe available on August 25, 2006.
ARMONK, N.Y., Oct. 3, 2012 /PRNewswire/ --
IBM (NYSE: IBM) today unveiled unique technologies designed to attend organizations with today's greatest challenges, including the exigency for improved security, the competence to rob advantage of cloud computing, and the requirement to manage and resolve vast amounts of data. The unique offerings comprehend the most powerful enterprise Power Systems to date, a unique high-end disk storage system and key software updates for IBM's newest mainframe computer.
(Photo: http://photos.prnewswire.com/prnh/20121003/NY85927 )(Logo: http://photos.prnewswire.com/prnh/20090416/IBMLOGO )
The announcement is portion of IBM's continued focus on Smarter Computing systems aimed at solving the varied and intensifying challenges organizations are facing, from security vulnerabilities to managing ballooning data volumes that are expanding through sociable and mobile technologies.
IBM customer Toyota Australia is one specimen of a company with involved data management needs. Running a sophisticated just-in-time manufacturing, logistics and parts operation at its Altona plant in Melbourne, Toyota Australia uses a succession of IBM Power servers running SAP software on AIX to manage and resolve data about vehicle parts availability, shipping estimates, inventory levels and sales planning. The manufacturing process is entirely reliant on this infrastructure in order for production operations to race as efficiently as possible so that not only can its dealerships receive car deliveries on time to meet consumer require but it can meet export market demand.
According to Toyota Australia CIO James Scott, "One of their company's top concerns is data management delays. This has the potential to negatively impact their production line, costing us tens of thousands of dollars in lost productivity, and the profits of their 250 dealerships across the country. Having a fast, responsible technology infrastructure is faultfinding to the success of their industry and IBM gives us the tools they exigency to champion the organization most effectively."
New Power Systems Tout POWER7+, Elastic Capacity on require and expeditiously industry AnalyticsAs a result of more than $1.4 billion in R&D investment, IBM today is announcing its enterprise Power Systems with unique hardware and software innovations designed to attend customers gain industry insights expeditiously and securely.
IBM Power 770 and Power 780 servers now feature the unique POWER7+ microprocessor, a technology that offers a performance boosts of 30 to 40 percent on application workloads compared with previous versions.(1) Among its many features, the POWER7+ offers an expanded 2.5x L3 cache memory, greater security with faster file encryption for the IBM AIX operating system, and recollection compression that results in no increased energy usage over previous generation POWER7 chips.
At the top of the Power line, the Power 795 server has been enhanced to enable customers to race very demanding applications, such as industry analytics, expeditiously by utilizing up to 16 terabytes of recollection with unique 64GB Dual In Line recollection Modules (DIMM).
In addition, IBM has added several unique capabilities to its family of Power Systems servers to attend customers build virtualized private cloud or managed service cloud infrastructures, and respond dynamically to changes in application and workload requirements. Elastic Capacity on require for Power Systems Pools, for example, enables the sharing of resources across multiple servers, which can help the availability and enhance the access to resources during planned and unplanned maintenance activities.
When managing a cloud-based infrastructure with IBM PowerVM virtualization software, customers can now more easily roam individual server partitions to quickly equipoise resources in reaction to changing industry needs. separate virtual machines can breathe moved three times faster and concurrent migrations can occur up to 4.7 times faster than with previous versions.(3)
The mediocre corporate IT infrastructure is cyber-attacked nearly 60,000 times every day(4) and the mediocre total organizational cost of a data infraction is $5.5 million,(5) making security one of the top priorities of enterprise organizations. To enhance data security and regulatory compliance, IBM PowerSC security and compliance software along with Trusted Surveyor has been updated and now provides real-time security alerts and delivers improved compliance reporting.
IBM Accelerates Enterprise Storage Capabilities for great DataThe deluge of information organizations continue to grapple with is posing increasingly dynamic challenges for IT administrators. Mounting data volumes are not only stressing system performance and manageability, but security as well. To attend customers respond to these challenges, IBM today solidified two of its high-end storage systems with histrionic performance and security updates.
The IBM System Storage DS8870 is the newest and most powerful member of the company's DS8000 family of "high-density" enterprise class storage systems. Upgraded with the advanced IBM POWER7 processors and up to 1TB of system cache, the DS8870 delivers up to three times more performance for transaction processing applications than the current DS8800 model.(2) What's more, according to the Storage Performance Council, the DS8870 has moreover achieved the number one ranking in its standardized SPC-2 benchmark result.(6) In addition, the DS8870 comes yardstick with complete self-encrypting drives for additional security.
On the tape storage front, IBM updated the IBM Virtualization Engine TS7700 Release 3, a system that melds virtualization with magnetic tape. The system is an update of the TS7700 Enterprise Virtual Tape Library System, which is typically used in enterprises powered by mainframes and is designed to attend administrators virtualize their existing tape storage systems for improved manageability, capacity and security. The Virtualization Engine takes the system to unique levels of each, with end-to-end encryption and the competence to connect up to six systems in a grid architecture for greater access to information, as well as redundancy.
The unique Technical Computing for great Data solution includes IBM's common Parallel File System (GPFS), an advanced file management platform often used in lofty performance computing environments for storing and delivering great volumes of data for weather modeling, oil exploration and digital media production. Combining GPFS with the latest IBM Platform Symphony scheduler and application platform, as well as the IBM knowing Cluster, delivers enterprise clients a scalable, lofty performance environment for analytics.
New Mainframe Software for Operational Analytics, Cloud and SecurityIBM today announced software offerings for IBM's newest mainframe -- the zEnterprise EC12 unveiled on August 28 -- to attend clients operate their IT more efficiently while making employ of faultfinding information to fuel industry insights and attend provide better service to clients.
The zEC12 is one of the first systems to race transaction processing applications and analytics applications on one machine, enabling clients to receive and resolve structured industry data in real-time. Now, IBM is making it simpler, faster and more affordable to race analytics on System z with the unique IBM DB2 Analytics Accelerator V3 appliance that can hasten response times for analytics to provide industry insights and results. The Accelerator can moreover reduce the exigency to store data on disk drives in the mainframe by 95 percent, which can dramatically lower storage costs.(7)
IBM is enabling its celebrated transaction processor, CICS (Customer Information Control System), to breathe developed, delivered and operated in the cloud in order to attend zEnterprise clients build private cloud environments that can champion a lofty volume of customer transactions. With the unique CICS 5.1 portfolio, interactive applications such as ATM systems, bank-teller applications and insurance applications can breathe made available in the cloud.
The unique IBM Security zSecure Suite V1.31.1 enhances security intelligence by spotting unusual activity before the system is compromised, monitoring for threats with real-time alerts and network behavior analytics, and managing security audits. Integration with QRadar SIEM (security information and event management) provides enterprise-wide security monitoring.
System NetworkingIn addition to these systems and storage updates, IBM moreover announced a Software Defined Networking (SDN) controller for its enterprise networking portfolio. The unique IBM Programmable Network Controller provides knowing software for IBM RackSwitch and other OpenFlow-enabled switches. Through OpenFlow, people can create virtual networks with the scalability and flexibility required to respond to industry changes in cloud and mobile services environments.
FinancingIBM Global Financing (IGF) can attend clients acquire IBM systems with financing that promotes greater fiscal flexibility, lowers total cost of ownership and provides predictable payments. By working with a strategic confederate relish IGF, clients can conserve upfront cash and employ it for other industry faultfinding initiatives. With industry-leading expertise in IT financing, IGF can customize financing programs to attend accelerate a project's cash stream atomize even point and lower costs throughout the IT lifecycle.
Credit-qualified clients that elect financing may qualify to postpone their first payment to 2013 for greater budget flexibility. IGF moreover offers 0% financing on a 12-month complete payout lease or loan for select IBM solutions. For clients migrating from non-IBM platforms, IGF offers buyback of older servers at market value to facilitate ease of transition to IBM systems.
About IBMFor more information on IBM Smarter Computing visit www.ibm.com/smartercomputing.
(1) IBM lab testing showed clients own a denser compute node with 20 to 30 percent per core performance improvement and the unique POWER7+ processors deliver improved application performance. Expectations are as much as 40 percent improvement with Java based workloads and as much as 30 percent with traditional OLTP and ERP environments compared to POWER7.(2) IBM, "IBM System Storage DS8870 Performance Whitepaper," October 2012.(3) IBM lab testing showed Live Partition Mobility performance improvements will enable clients to migrate a separate partition up to 3 times faster and concurrently migrate partitions up to 4.7 times faster than previous releases of PowerVM. Actual results will vary depending on network capacity, partition size, workload and number of VIOS servers.(4) IBM Managed Security Services, 2010. Based on IBM X-Force Data and Analysis.(5) Ponemon Institute, "2011 Cost of Data infraction Study: United States," March 2012.(6) Storage Performance Council, "SPC Benchmark 2™ complete Disclosure Report IBM Corporation, IBM System Storage DS8870," October 2012. For more on the SPC ranking delight visit: http://www.storageperformance.org/results/benchmark_results_spc2#b00062(7) Based on mathematical calculations of affecting data to IBM DB2 Analytics Accelerator V3.
IBM, AIX, DB2, DS8870, GPFS, knowing Cluster, Platform, Power, POWER7, POWER7+, Power Systems, PowerVM, PowerSC, RackSwitch, System Storage, System z, Virtualization Engine, zEnterprise and zSecure are trademarks or registered trademarks of International industry Machines Corporation, registered in many jurisdictions worldwide. For a current list of IBM trademarks, delight descry www.ibm.com/legal/copytrade.shtml. Other company, product or service names may breathe trademarks, or service marks of others.
IBM Global Financing offerings are provided through IBM Credit LLC in the United States and other IBM subsidiaries and divisions worldwide to qualified commercial and government clients. Rates and availability are based on a client's credit rating, financing terms, offering type, tackle and product type and options, and may vary by country. Interest continues to accrue on deferred payments. Non-hardware items must breathe one-time, non-recurring charges and are financed by means of loans. Other restrictions may apply. Rates and offerings are theme to change, extension or withdrawal without notice and may not breathe available in every countries.
ContactsTracy SullivanIBM Media Relations+1 617-693-0021[email protected]
Mike ZimmermanIBM Media Relations+1 914-766-4935+1 585-698-9974 (mobile)[email protected]
With respect to in-memory databases, Redis improved upon Memcached with the abilities it introduced to persist cached data, to employ data types other than strings, and to fulfill involved operations on data. 
Tarantool improves upon Redis by taking the operations that can breathe performed on data sets to a gross unique even of sophistication—as well as surpassing Redis in terms of persistence and indexing, not to mention hasten and support.  In fact, given the lofty trait of Tarantool’s persistence processes, as well as its facility for transactions and great data sets, it can effectively breathe used as an application’s sole database—a exploit that is frankly not often accomplished with Redis. 
A chief limitation of Redis is that it can’t process a data set larger than the RAM of its server, as per the FAQ on its website: “...we are very satisfied if they can carry out one thing well: data served from memory, disk used for storage.” Tarantool offers a choice of storage engines: Memtx, which functions relish a traditional in-memory database, and moreover Vinyl/Disk, which allows the employ of disk storage in conjunction with RAM. Vinyl provides the competence to labor with data sets that are 10 to 100 times the size of available RAM.  It is able to labor with these great sets because it is optimized for expeditiously random writes, the main bottleneck that arises with this configuration.
Technically speaking, Vinyl implements a disk-access algorithm called log-structured merge tree, or LSM, instead of the more common B-tree. 
Redis and Tarantool can both breathe scripted using variants of Lua, thus allowing involved functions to breathe performed on data sets. And in addition to this custom Lua scripting, both Redis and Tarantool can breathe augmented with certain packages from the LuaRocks ecosystem. However, birthright out of the box, Tarantool uses the faster LuaJIT as opposed to the vanilla Lua implementation of Redis. Not only that, but Tarantool runs a full, non-blocking Lua application server that has access to network and external services. Conversely, Redis’s Lua implementation is sandboxed and its scripts are blocking.  In other words, waiting for Lua processes to complete in Redis can antecedent performance issues that don’t exist at every in Tarantool.
Of course, a comparison of Tarantool and Redis would breathe remiss without at least a brief mention of their relative throughput and latency numbers. Tests for them on a separate node, using the Yahoo! Cloud Server Benchmark’s (YCSB) six core workload types—“update heavy,” “read mostly,” “read only,” “read latest,” “short ranges,” and “read-modify-write”—show that Tarantool, with both hash and tree indices, respectively, has better throughput than Redis on every workloads. Tarantool has lower latency with many workload types, and although they are nearly always close, Redis does own lower latency with some. This includes workloads both with and without write-ahead logging, a persistence feature.
Tarantool’s ultimate advantage over Redis lies in the fact that in tandem with a database management system (DBMS), Tarantool runs a complete application server.  This server, which can moreover breathe race alone, rolls out a gross additional suite of technical tools that Redis just doesn’t own at all. The “killer function” of Tarantool’s application server is its competence to labor in conjunction with, and thus accelerate, any number of slower, legacy databases—including Oracle, IBM DB2, MySQL, MS SQL Server, and PostgreSQL.
Tarantool orchestrates and virtualizes the data of its targets, enabling data to breathe accessed more rapidly. Adding Tarantool into the architecture of nearly any enterprise application or service lightens code bases for integration and scale, and moreover reduces servers and hardware requirements. For example, one Tarantool server can supersede potentially dozens of servers running a traditional DBMS—allowing you to rapidly scale your microservices and applications. 1 http://www.infoworld.com/article/3063161/application-development/why-redis-beats-memcached-for-caching.html 2 https://hackernoon.com/tarantool-vs-redis-38a4041cc4bc 3 https://news.ycombinator.com/item?id=3010345 4 https://medium.com/@denisanikin/tarantool-vinyl-200k-transactions-per-second-on-a-disk-based-database-c5f3cbb a6543 5 https://medium.com/@denisanikin/when-and-why-i-use-an-in-memory-database-or-a-traditional-database-manage ment-system-5737f6d406b5 6 https://hackernoon.com/tarantool-vs-redis-38a4041cc4bc 7 https://medium.com/tarantool-database/dbms-as-an-application-server-779402dbf485 8 https://medium.com/@denisanikin/how-to-save-one-million-dollars-on-databases-with-tarantool-5eb1596ec628
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