accelerate ats aug2014 svc dh8

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Advanced Technical Skills (ATS) North America © 2014 IBM Corporation Byron Grossnickle N.A. Storage Specialty Team Accelerate with ATS: SVC DH8 and V7.3 Code Updates

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  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Byron Grossnickle N.A. Storage Specialty Team

    Accelerate with ATS: SVC DH8 and V7.3 Code Updates

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation 2

    Agenda

    New 2145-DH8 Hardware Software Enhancements in SVC Version 7.3

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    2145-DH8 HARDWARE SAN Volume Controller

    3

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Enhancements in SVC DH8 No separate node UPS required

    Avoids mis-cabling issues; data center daisy-chained UPS concerns Dual, redundant (n+1) PSUs

    No external redundant AC power switch Two boot drives

    Boot data mirrored: node will still boot in presence of drive failure Dump data striped for performance

    Superior system set-up Do not have to input IP addresses via front panel

    Up to 12 Host I/O ports Allows traffic separation Variable types

    4

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC DH8 Front View

    System indicators Battery 1

    Battery 2

    Boot drives 2 300GB 10K SAS

    5

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC DH8 Internal View

    PCIe Riser cards

    PSUs

    DIMMs

    Fans

    Boot drives

    Batteries

    CPU

    6

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC DH8 Hardware Overview

    8-core CPU with 32GB memory for SVC Intel E5-2650V2 - 2.6 GHz Ivy Bridge processor

    Minimum 1 HIC for I/O Can add a 2nd I/O HIC, and SAS HIC on this CPU 2nd CPU is optional

    Comes with extra 32GB memory Required for RTC Required to access 3rd I/O HIC At least 1 Compression Accelerator card required for RTC Note: PCI-E Gen3 is roughly double PCI-E Gen-2 used in previous models, 985MB/s vs 500MB/s full duplex. 8 lanes per slot gives @ 8GB per slot

    Boot / dump drives system battery

    CPU2 RTC

    CPU1 SVC

    PCIe Gen3 PCIe Gen3

    QPI

    7

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC DH8 Rear View PCIe expansion slots

    Technician Port

    1 Gb iSCSI ports

    750W PSUs

    4 USB ports

    Mgmt ports

    Slot 1

    Slot 2

    Slot 3

    Slot 4

    Slot 5

    Slot 6

    8

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC - Flexibility

    9

    Item Min Max in R1

    CPU 1x 8-core Ivy Bridge 2x 8-core Ivy Bridge

    Memory 32GB 64GB

    FC / 10 Gbps Ethernet cards 1 3 *

    12 Gb SAS cards 0 1

    Compression accelerator cards 0 2

    Boot drives 2 2

    Supported GA configurations 3 variants

    Memory CPU No. I/O cards

    Number of Compression cards Compression support

    32GB 1x 8 core 1 to 2 0 NO

    64GB 2x 8 core 1 to 3 * 0 NO

    64GB 2x 8 core 1 to 3 * 1-2 YES

    * Support 3 FC cards, but only one 10Gbps Ethernet card for R1 * Extra 32GB of RAM and the right hand card slot require a 2nd CPU to be installed. If 2nd CPU is not installed the user cant use the extra memory or half the expansion cards

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation 10

    SVC - Flexibility Top of Node

    CPU 1 attach CPU 2 attach 1 I/O card (FC only) 4 Compression Accelerator

    card

    2 I/O card 5 I/O card

    3 SAS (for expansion) 6 Compression Accelerator card

    There must be at least one Host I/O card but it does not have to be in a particular slot. The 10 Gbps Ethernet card will not fit in PCIe expansion slot 1 or slot 4 but that will be fixed in

    the future. The SAS card should be in slot 3 It is harder to remove an SFP from slot 1 or slot 4, so if there is only one HIC and one

    microprocessor it is best to put the HIC in slot 2 A compression card can be in any slot connected to the second microprocessor (i.e. in PCI

    express riser card assembly 2 nearest the PSUs)

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    10Gb Ethernet Card (FCoE and iSCSI) The new 4x port 10GbE card will only be supported in the new SVC DH8 and in the Storwize V7000 2076 -524 The card is delivered with the SFPs fitted, unless it is a FRU. In SVC 7.3.0 we will only support 1 x 10GbE adapter in each of the platforms (see above) Only IBM supported 10Gb SFPs should be used Each adapter port has amber and green coloured LED to indicate port status (fault LED is not used in 7.3.0.)

    iSCSI access to volumes is possible via the customers 10 Gbps Ethernet network. FCoE frame routing should be done by FCoE Switch SVC doesn't support multihop FCoE

    Green LED Meaning On Link established

    Off No link

    11

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Compression accelerator adapter Up to a total of 2 compression accelerator adapters can be installed, each additional

    adapter installed will improve I/O performance when using compressed volumes Intel QuickAssist technology is used. IBM is the first in the industry to integrate this technology into

    our products

    2nd CPU and extra 32 GB of memory are compulsory with the compression accelerator adapter

    The use of compression accelerator adapters is compulsory (at least one) if users

    wish to use compression on SVC DH8. For an I/O group containing a SVC DH8 with no compression accelerator, an attempt to create first

    compressed volume will fail.

    The addnode command will also fail, if trying to add a SVC DH8 without a compression accelerator, to an I/O group which has compressed volumes

    12

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC DH8: Compression Support Base hardware:

    No RTC support

    Add hardware option 1: 2nd CPU, 1x Compression Accelerator adapter + 32GB memory:

    8 cores dedicated to RTC 1 Compression Accelerator adapter 38GB memory for compression stack (32 additional + 6 from the SVC stack)

    Additional hardware option 2: 2nd Compression Accelerator 8 cores dedicated to RTC (same as for option 1) 2 Compression Accelerator adapters (doubles bandwidth) 38GB memory for compression stack (32 additional + 6 from the SVC stack)

    Note: The 2nd CPU is required to open the PCIe lanes as well as schedule traffic into and out of the compression accelerator cards

    13

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC DH8 Expansion Enclosure 2145 24F

    With R1 and 730 support 2 expansion enclosures per I/O Group

    Ports 1 and 3 of the 12 Gb SAS card can be used to attach 2U24 Expansion enclosures of flash drives

    Expansion enclosures are physically identical to the V7000 Gen2 expansion enclosures, but will have a different product ID

    SVC DH8 cannot use the V7000 Gen2 expansion enclosures, V7000 Gen2 cannot use the SVC DH8 expansion enclosure

    14

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Expansion Enclosures SAS Attach

    IO Group

    Node 1 Node 2

    Expansion Enclosure 1 Expansion Enclosure 2

    15

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC CG8 vs DH8 Attribute (per node)

    SVC CG8 SVC DH8

    CPU 2X 6 cores Westmere 2x 8- cores Ivy Bridge Controller memory

    24GB to 48GB 32GB to 64GB

    Host I/O

    2x 1GbE 4x to 8x - 8Gb FC 2x 10GbE (2 card max)

    3x 1GbE 0 to 12x - 8Gb FC 0 to 4x 10GbE (3 I/O card max)

    Compression resources

    8 cores (with 2nd CPU fitted) 8 cores (with 2nd CPU fitted) 1 or 2 Compression Accelerator Card

    Drive expansion 4 flash drive local to node (RAID 0,1,10 only)

    48 flash drives shared by 2 nodes (RAID 0,1,5,6,10)

    SAS fabric 6Gb SAS 12Gb SAS

    16

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Technician Port (1) Technician port is marked with a T (Ethernet port 4) Technician port is used for the Initialization of the system

    As soon the system is installed and the user connects to the Technician Port he will be directed to the new Init tool welcome panel

    This port will run a dedicated DHCP server in order to facilitate service/maintenance and out of box in lieu of the front panel

    Service IP will NOT be associated with the Technician Port, but will continue to be assigned to Ethernet port 1 (lowest Ethernet port for management)

    * If the users laptop has DHCP configured, nearly all do, it will automatically configure to bring up Initization screen * If they do not have DHCP they will need to set IP of their Ethernet adapter to 192.168.0.2 192.168.0.20

    17

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Technician Port (2)

    1) Example if the enclosure has a stored cluster ID, while attempting to create a cluster

    2) Waiting panel, while the system initialization completes

    18

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Technician Port (3)

    19

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC DH8: Hardware Upgrade (1) The existing system software must be at a version that supports the new

    node If a node is being replaced by a 2145 DH8, the system software version must be v7.3.0 or later

    If the node being replaced is a CG8, CF8 or 8A4 and the replacement node is a DH8 then the replacement node must have a four port FC card in slot 1. If the node being replaced has a second I/O card in addition to the required FC card, then the replacement node must have the same card in slot 2

    SVC DH8 will use the new 80c product ID, that provides the ability for a new scheme of WWNN/WWPNs

    Native 'WWPNs' follow: 500507680c XXXX

    Where is the PCIe slot number (1-6) and is the port number in that slot (1-4)

    XXXX is the sequence number of the SVC DH8 assigned at manufacturing which may be changed by the user if needed for migration

    WWNN has

    20

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC DH8: Hardware Upgrade (2) New Scheme for SVC DH8

    Upgrading to SVC DH8

    21

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Best Practice Port Designations

    22

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC CG8 SVC DH8

    Cache Read MB/s 6,050 17,000 Cache Write MB/s 3,500 7,000 Cache Read IOPs 800,000 1,150,000 Cache Write IOPs 300,000 500,000

    Disk Read MB/s 5,380 14,000 Disk Write MB/s 2,800 4,000 Disk Read IOPs 365,000 700,000 Disk Write IOPs 115,000 200,000

    70/30 Mixed IOPs 200,000 395,000

    SVC - 2 Node (1IOG) Performance

    SUMMARY: DH8 is 2x IOPs and up to 3x MB/s of CG8 SVC tests use FlashSystem 840 and 820 backend storage controllers DH8 includes all 3 FC I/O Cards scales linearly from 1, through 3 for bandwidth Requires 2 cards for max IOPs 1 card approx half, or roughly CG8 equivalent

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC Compression Performance (One I/O Group)

    Compressed SVC CG8 New SVC DH8 Read Miss IOPS 2,600-50,000 71,000-175,000 Write Miss IOPS 1,200-16,000 28,000-115,000 DB-like 2,200-40,000 59,000-149,000

    Compressed performance shows a range depending on I/O distribution Compressed performance is better than uncompressed in some cases

    because of fewer I/Os to drives and additional cache benefits

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Statements of Direction

    IBM intends to enhance the new SVC engine and new Storwize V7000 to support 16 Gb Fibre Channel connectivity

    The second CPU with 32 GB memory feature on SVC Storage Engine Model DH8 provides performance benefit only when Real-time Compression is used. IBM intends to enhance IBM Storwize Family Software for SVC to extend support of this feature to also benefit uncompressed workloads.

    25

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    V7.3 UPDATES SAN Volume Controller

    26

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Storwize Family Software Version 7.3

    New Storwize V7000 Unit 2X performance

    2X connectivity

    Up to 1056 drives (clustered)

    Can be clustered with Gen 1 models

    New cache design Easy Tier v3 Storage Pool Balancing Miscellaneous Enhancements

    27

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    New cache design - why re-architect?

    More scalable for the future Required for supporting more volumes

    Required for support more nodes in the cluster

    Required for 64 bit user addressing beyond 28 GB

    Required for larger memory sizes in nodes/canisters

    Required for more CPU cores

    Reduces # of IOPs copy services do directly to the back end storage Most beneficial to Storwize systems

    Minimizes FlashCopy prepare time to a second or less RtC benefits from the cache underneath Read-Only cache mode

    In addition to the read/write or none available today

    Switch preferred node of a volume with-in same I/O group

    28

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Cache Architecture pre-V7.3.x

    Front End

    Remote Copy

    Cache

    FlashCopy

    Volume Mirror

    TP/RtC

    Host I/O

    TP/RtC

    Virtualization

    RAID 1/5/6/10

    Virtualization

    RAID 1/5/6/10

    Backend Backend

    FWL

    FWL

    FWL

    FWL

    FWL = Forwarding Layer

    29

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Cache Architecture V7.3.x

    Front End

    Remote Copy

    Upper Cache

    FlashCopy

    Volume Mirror

    TP/RtC

    Host I/O

    TP/RtC

    Lower Cache Lower Cache

    Virtualization

    RAID 1/5/6/10

    Virtualization

    RAID 1/5/6/10

    Backend Backend

    FWL

    FWL

    FWL

    FWL

    FWL = Forwarding Layer

    30

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Upper Cache

    Simple 2-way write cache between node pair of the I/O group This is its primary function

    Receives write Transfers to secondary node of the I/O group Destages to lower cache

    Very limited read cache This is mainly provided by the lower cache

    Same sub-millisecond response time Partitioned the same way as the original cache

    31

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Lower Cache

    Advanced 2-way write between node pair of an I/O group Primary read cache

    Write caching for host i/o as well as advanced function i/o

    Read/write caching is beneath copy servies for vastly improved performance to FlashCopy, Thin Provisioning, RtC and Volume Mirroring

    32

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Upper Cache Allocation - Fixed

    4GB V3700 128MB All other Platforms 256MB

    The rest of the cache is designated to the lower cache

    33

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Changing preferred node in 7.3 In 7.3 the movevdisk command can be used to change the preferred node in the i/o

    group Prior to 7.3, this could not be done without using Non Disruptive Volume Move (NDVM) between i/o

    groups

    If no new i/o group is specified, the volume will stay in the same i/o group but will change to the preferred node specified.

    34

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC Enhanced Stretch Cluster Old Cache Design

    35

    Cache Cache

    Site1 Preferred Node IO group Node Pair

    Write Data

    Site2 Non-Preferred Node

    Destage

    Mirror

    Copy 1 Copy2

    Storage at Site 1 Storage at Site 2

    Data is replicated twice over ISL

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC Enhanced Stretch Cluster New Cache Design (7.3)

    36

    UC UC

    Site1 Preferred Node IO group Node Pair

    Write Data with location

    Site2 Non-Preferred Node

    Destage

    Mirror

    Copy 1 Preferred

    Storage at Site 1 Storage at Site 2

    Copy 2 Non preferred

    LC_1 LC_ 2

    Destage

    Reply with location

    LC_1 LC_ 2

    Token write data message with location

    Copy 1 Non preferred

    Copy 2 Preferred

    Destage

    Data is replicated once across ISL

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation 37

    Stretch Clustered Old Cache with compression at both

    CA CA

    Site1 Preferred Node

    IO group Node Pair

    Uncompressed Write Data

    Site2 Non-Preferred Node

    Destage

    Mirror

    Storage at Site 1 Storage at Site 2

    Cmp Cmp

    Data is replicated twice over ISL.1 x compressed 1 x uncompressed

    Mdisk FW Compressed Write Data

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation 38

    Enhanced Stretch Cluster with compression at both (7.3)

    UCA UCA

    Site1 Preferred Node IO group Node Pair

    Uncompressed Write Data

    Site2 Non-Preferred Node

    Destage Mirror

    Copy 1 Preferred

    Storage at Site 1 Storage at Site 2

    Copy 2 Non preferred

    LCA1 LCA 2

    Destage

    LCA1 LCA 2

    Cmp'd Write data Copy 2

    Copy 1 Non preferred Copy 2 Preferred

    Destage

    C C

    Data is replicated three times over ISL. 1 x uncompressed, 2 x compressed RtC changes buffer location, invalidates UCA location.

    Cmp'd Write data Copy 1

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Easy Tier v3: Support for up to 3 Tiers

    Support any combination of 1-3 tiers MDisks in SVC will always show up as Enterprise tier

    Unless using SSD Expansion drawer, you must designate tier on SVC

    On other members of the Storwize family the tier of internal disk is known ENT is Enterprise 15K/10K SAS or FC and NL is NL-SAS 7.2K or SATA

    Tier 0 Tier 1 Tier2

    Flash/SSD ENT NL

    Flash/SSD ENT NONE

    Flash/SSD NL NONE

    NONE ENT NL

    Flash/SSD NONE NONE

    NONE ENT NONE

    NONE NONE NL

    39

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    0

    10

    20

    30

    40

    50

    60

    70

    80

    90

    100

    0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100

    Percent of extents

    Perc

    ent o

    f wor

    kloa

    d

    Percent of small Ios Percent of MB

    Easy Tier: Workload Skew Drives Benefits

    50% of the extents do 10% of the MB and virtually no random IOPS!

    58% of the random IOPS and 33% of the MB from about 5% of the extents!

    40

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Easy Tier v3: Planning

    Deploy flash and enterprise disk for performance Grow capacity with low cost disk Moves data automatically between tiers New volumes will use extents from Tier 1 initially

    If no free Tier 1 capacity then Tier 2 will be used if available, otherwise capacity comes from Tier 0

    Best to keep some free extents in pool and Easy Tier will attempt to keep some free per Tier Plan for one extent times the number of MDisks in the storage pool

    plus 16 as Easy Tier will try to keep some extents free in Tiers 0 and 1 if possible

    E.G. 20 MDisks in an Easy Tier storage pool with either two or 3 MDisk tiers (20*1) + 16 = 36 extents free in the pool if possible

    Note that as long as one extent free in the pool Easy Tier can operate

    If no free extents in the pool then nothing will change until more capacity is added to the pool

    41

    Flash Arrays

    Active Data Migrates Up

    Less Active Data Migrates Down

    HDD Arrays

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Easy Tier v3: Automated Storage Pool Balancing

    Any storage medium has a performance threshold: Performance threshold means

    once IOPS on a MDisk exceed this threshold, IO response time will increase significantly

    Knowing the performance threshold we could: Avoid overloading MDisks by

    migrating extents

    Protect upper tier's performance by demoting extents when upper tier's MDisks are overloaded

    Balance workload within tiers based on utilization

    Use xml file to record the MDisks threshold and make intelligent migration decisions automatically

    42

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Easy Tier v3: Automated Storage Pool Balancing XML files have stanzas for various drive classes, RAID types/widths and workload

    characteristics to determine MDisk thresholds Internal drives on Storwize systems we are aware of so more stanzas for them

    Externally virtualized LUNs we dont know what is behind them so based on controller

    43

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    SVC Requires Hints

    SVC knows what storage array a particular MDisk is coming from, but that is all SVC does NOT own the disks and therefore does not definitively know

    the performance characteristics Unlike the other members of the Storwize family that own their drives

    By default, all MDisks will be marked as Enterprise. You must manually designate the tier to which each MDisk belongs. Flash Enterprise Near Line

    From these 2 things ET will use the XML file to know how hard to drive a particular MDisk

    44

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Easy Tier Adjustments

    If Easy Tier happens to guess wrong, the workload of a particular MDisk can be adjusted with the chmdisk command from the command line

    45

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Drive MDisk Volume Comments 24 - 300GB 15K RPM Drives 3 - RAID-5 arrays Vol_0, Vol_1, Vol_2, Vol_3

    each 32GB capacity Total MDisk size 5.44TB Total Volume size 128GB All Volumes are created on MDisk0 initially

    Configuration:

    Performance improved by balancing workload across all 3 MDisks:

    Provided as basic storage functionality, no requirement for an Easy Tier license 46

    Easy Tier v3: Automated Storage Pool Balancing

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Easy Tier v3: STAT Tool

    Provides recommendations on adding additional tier capacity and performance impact Tier 0: Flash Tier 1: Enterprise disk (15K and 10K) Tier 2: Near-line disk (7.2K)

    47

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Easy Tier v3: Workload Skew Curve Generate the skew report of the workload The workload skew report can be directly read by Disk Magic

    48

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    0 5000 10000 15000 20000 25000 30000 35000 40000 0 1 2 0 1 2

    1

    1

    0x00

    00

    0x00

    01 0

    x000

    4 0x

    0005

    Po

    ol an

    d Ti

    er

    Extents Active ActiveLG Low Inactive Unallocated 49

    Easy Tier v3: Workload Categorization

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    EasyTier v3: Data Movement Daily Report Generate a daily (24hours) CSV formatted report of Easy Tier data movements

    50

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation

    Miscellaneous Enhancements

    All pool settings can now be changed from the GUI Read only cache mode on volumes 512 compressed volumes per i/o group now allowed with the 2145-

    DH8

    51

  • Advanced Technical Skills (ATS) North America

    2014 IBM Corporation 52

    Trademarks The following are trademarks of the International Business Machines Corporation in the United States, other countries, or both.

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    * All other products may be trademarks or registered trademarks of their respective companies.

    Notes: Performance is in Internal Throughput Rate (ITR) ratio based on measurements and projections using standard IBM benchmarks in a controlled environment. The actual throughput that any user will experience will vary depending upon considerations such as the amount of multiprogramming in the user's job stream, the I/O configuration, the storage configuration, and the workload processed. Therefore, no assurance can be given that an individual user will achieve throughput improvements equivalent to the performance ratios stated here. IBM hardware products are manufactured from new parts, or new and serviceable used parts. Regardless, our warranty terms apply. All customer examples cited or described in this presentation are presented as illustrations of the manner in which some customers have used IBM products and the results they may have achieved. Actual environmental costs and performance characteristics will vary depending on individual customer configurations and conditions. This publication was produced in the United States. IBM may not offer the products, services or features discussed in this document in other countries, and the information may be subject to change without notice. Consult your local IBM business contact for information on the product or services available in your area. All statements regarding IBM's future direction and intent are subject to change or withdrawal without notice, and represent goals and objectives only. Information about non-IBM products is obtained from the manufacturers of those products or their published announcements. IBM has not tested those products and cannot confirm the performance, compatibility, or any other claims related to non-IBM products. Questions on the capabilities of non-IBM products should be addressed to the suppliers of those products. Prices subject to change without notice. Contact your IBM representative or Business Partner for the most current pricing in your geography.

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