Accelerate with IBM Storage: DS8000 Easy Tier

Size: px
Start display at page:

Download "Accelerate with IBM Storage: DS8000 Easy Tier"

Transcription

1 Accelerate with IBM Storage: DS8000 Easy Tier Brian Sherman Paul Spagnolo IBM Washington Systems Center

2 Accelerate with IBM Storage Webinars The Free IBM Storage Technical Webinar Series Continues... Washington Systems Center Storage experts cover a variety of technical topics Audience: Clients who have or are considering acquiring IBM Storage solutions. Business Partners and IBMers are also welcome How to sign up? To automatically receive announcements of upcoming Accelerate with IBM Storage webinars, Clients, Business Partners and IBMers are welcome to send an request to accelerate-join@hursley.ibm.com. Information, schedules, and archives: Located in the Accelerate with IBM Storage Blog: YouTube IBM Washington System Center - Storage: Upcoming Webinars: Recent Webinars: Jan 9 th IBM DS8880 Easy Tier Dec 12 th IBM DS8000 R8.3 DSGUI Live Demo Jan 19 th What's New for Spectrum Scale V5 and ESS Dec 5 th FlashSystem A9000 and A9000R Update Feb 22 nd IBM DS8880 TCT Live Demo Nov 30 th LTO8 Drive and related updates to IBM tape products Mar 15 th I BM FlashSystem A9000/R and SVC Configuration Nov 16 th VersaStack - IBM s On Premise Cloud Solution Best Practices Nov1 st Spectrum Control Capacity Planning Oct10 th 2 z14 IO and Infrastructure Modernization Oct 3 rd GDPS Update Sept 14 th DS8000 R8.3 Update

3 Washington Systems Center Storage Customer demonstrations (IBM CTS and BP) Business Resiliency with IBM Copy Services Manager Test Drive DS8880 GUI Configuration Test Drive Proof of Concepts Bandwidth Studies DS8000 Global Mirror Bandwidth needed your RPO requirements Transparent Cloud Tiering (TCT) Analysis Estimated CPU Savings with TCT (DS8000 and TS7700) 3

4 Anatomy of an I/O Operation Write Data Read Cache Hit Read Miss Data DS8000 Data Cache Data Data Disk 4

5 Overview Easy Tier provides automatic volume management capabilities Sub-volume drive tiering Manual command based volume relocation Automated drive utilization rebalancing to remove hot spots or populate new, empty ranks To Manage Easy Tier the DS8000 provides A command line interface and a GUI for setup and management Storage Tier Advisor Tool (STAT) for I/O analysis and projected benefits (legacy) Integrated Easy Tier reporting (as of R8.3) Easy Tier is a no-charge licensed advanced function for the DS8700/DS8800/DS8870/DS8880 Supported by all server platforms with no additional software or host configuration No license is required to monitor and run STAT tool (described later) Easy Tier enabled by default as of R8.2 5

6 Cost versus Performance High Performance Flash/SSD Cost Per Gigabyte High Performance Enterprise Drives High Capacity Flash Low Performance Nearline Drives Performance 6

7 Configuration Optimization versus Performance Improvement Easy Tier is not application aware and it is entirely possible that manual data placement could provide more application specific performance improvements The majority of storage administrators do not have the skills nor the time to do this well even if they fully understood the details of each application The objective of Easy Tier is to optimize the usage of a particular environment by placing and distributing data appropriately on the underlying storage media without expert input and manual intervention we re trying to make it EASY By doing this at a granular sub-volume level it enables this to be done efficiently without making changes in the volume configuration or application data layout Data movement and placement is based on historical data access patterns 7

8 Easy Tier Processing Cycle Performance data collected every 5 minutes Data collected is for rank activity not I/O from hosts Continuous Workload Monitoring Workload Hotspot Analysis Workload analysis performed at various intervals 5 minutes, ~ 6 hours and ~ 24 hours Extents categorized based on small block I/O activity Can immediate promote an extent if necessary Statistics maintained for seven days Smart Data Placement DS8700 Movement of extents scheduled Cost benefit analysis to ensure excessive movement is avoided 8

9 Easy Tier Data Collection Easy Tier regularly collects backend performance data for each extent on the DS8000 every 5 minutes Not host I/O This activity is broken down by reads and writes & large block I/O and small block I/O for the analysis code to evaluate which data should be moved Large block I/Os are those which are basically a full track in size Easy Tier considers the small I/O when looking at prioritizing the extents to be moved. Any tracks that are staged as full tracks in track mode for read misses will therefore not be considered in this decision criteria these usually are a result of sequential access patterns Large I/Os are considered to evaluate whether ranks or device adapters may become overloaded by moving extents to Flash/SSDs 9

10 Performance Metrics Easy Tier continually monitors the back end rank utilization and records the following statistics for each active extent Reads and writes Small block I/O Large block I/O Latency I/O rate Data transferred 10

11 Easy Tier Support for High Capacity Flash High capacity flash is considered a unique tier within Easy Tier Separate tier from high performance flash tier High performance flash are 400, and 3200 GB High capacity flash are 3800 GB (and higher) Easy Tier is a three tier architecture Tier 0 is a high performance tier and will contain as much workload as possible Tier 2 is a quiet capacity tier intended to contain idle or near idle workload Tier 1 contains the rest of the workload DS8000 will only allow a maximum of 3 tiers in a storage pool (i.e., no 4 tier storage pools) DS8000 will not allow high performance flash, high capacity flash, enterprise HDD and nearline HDD in the same storage pool Legacy SSD technology drives are considered to be in the high performance flash tier (no change from before) 11

12 DS8880 Storage Pools Options (3 tier maximum in a single storage pool) 12

13 DS8000 Virtualization Concepts Disk Managed Array (RAID-5/6/10) Array Site Storage Pool (CKD/FB) DS8000 Server 0 (Cluster 0) DS8000 Server 1 (Cluster 1) 27 Extents 3 Extents 9 Extents 9 Extents Logical Volumes Storage Pool 13

14 Heat and Skew Hot data Hot data is simply extents that have more I/O workload, relatively speaking, when compared to other extents within the storage pool and tier Cold data Cold data either has low (or no) I/O workload. Cold data would not benefit from a higher tier and thus is not promoted and is considered for demotion Warm data Warm data is the rest of the workload that is not considered hot or cold. Warm data could be promoted but that would depend on the workload level and available resources Skew Highly skewed workload has a small number of hot extents Low skewed workload has a more even distribution of workload to extents 14

15 Workload Skew 15

16 Workload Skew Low skew about 65% of I/O is to 40% of disk extents 16

17 Workload Skew High skew about 90% of I/O is to 8% of disk extents 17

18 Easy Tier Functions by Release Introduced By Tier Support Auto Data Relocation Manual Data Relocation Comments DS8700 (R5.1) Two tier SSD+ENT / SSD+NL Promotion and swap Pool merge Volume migration Base Easy Tier functionality DS8700 (R6.1) DS8800 (R6.1) Any two tier SSD+ENT, SSD+NL ENT+NL Warm demotion and cold demotion Auto rebalance (hybrid pool only) Manual capacity rebalance Rank depopulation Any two tier support Better agility Storage admin features DS8700 (R6.2) DS8800 (R6.2) DS8870 (R7.0) Any three tier Three tier support Auto rebalance homogeneous pool Any three tier Three tier support Improved SSD utilization Capable of full system auto rebalance for performance Encryption support DS8870 (R7.1) Easy Tier directive data placement Easy Tier Heat Map Transfer Allows storage administrator to control data placement via CLI Provides directive data placement API to enable SW integration solutions Learning data capture and apply Storage Administrator interface to direct data placement Easy Heat Map Transfer for replication DS8870 (R7.3) Easy Tier on High Performance Flash Recognize and support high performance flash modules as Tier 0 DS8870 (R7.4) Easy Tier Application for System z Easy Tier Control Allow applications from z/os to give hints of data placement at dataset Allow customer control ET learning/migration behavior at pool/volume level Z application hint interface to direct data placement Storage Administrator interface to allow user control ET learning / migration activity DS8870 (R7.5) More replication options for Heat Map Transfer Support for Metro/Global Mirror Integration with GDPS and CSM Performance optimized DR sites in the event of a disaster Full GDPS support for 3 and 4 site MGM environments DS8880 (R8.1) Small extent support (16 MB or 21 cylinder) Warm promote Home tier Automatic reserve of ET space DS8880 (R8.3) High capacity flash support Easy Tier will map the different physical media to the 3-tier architecture 3.8 TB flash will be treated as a separate tier 18

19 Operating Modes Easy Tier Automatic Mode Promote/demote extents (sub-volume) within tiers of disk in same storage pool Requires multitier or hybrid storage pool to promote/demote North-South Homogeneous pool rebalancing Balances the load on the ranks within a given tier in an storage pool East-West Rebalance the workload when ranks (extents) are added to the storage pool Easy Tier Manual Mode Dynamic volume relocation Dynamic storage pool merge Rank depopulation Restripe a volume within the same pool 19

20 Easy Tier Managed Pools Flash Pools Enterprise Pools Nearline Pools Hybrid Pools Merge pools Easy Tier Application Application assisted data placement to designated tiers Manual volume migration Change disk class Change RAID type Change RPM Change Striping Easy Tier Application Volume-based data relocation Cross-tier data relocation Automated intra-tier rebalance 20

21 DS8000 Easy Tier Hybrid Storage Pool (Multiple Disk Tiers) Flash Rank Flash Rank Enterprise Rank Enterprise Rank Enterprise Rank Nearline Rank Enterprise Rank Enterprise Rank Enterprise Rank Nearline Rank Promote Demote Hybrid Storage Pool Logical Volumes Extent on Flash drive Extent on Enterprise drive Extent on Nearline drive Nearline Rank Nearline Rank Hybrid Storage Pool 21

22 Easy Tier Automatic Mode Overview Extent Migration Plan built based on I/O statistics collected (heat) Dynamically relocates a logical volume s extents Hot extents relocated to higher performance class of disk (enterprise Flash) Cold extents relocated to lower performance class of disk (enterprise Nearline) Extent level promotion/demotion requires mixed technologies in a merged storage pool (between any two or three tiers), for example: HPF + HCF + Enterprise HCF + Nearline Enterprise + Nearline DS8000 Extent Size 1GiB (large) or 16 MiB (small) for FB 1113 cylinder (large) or 21 cylinder (small) for CKD Small extents were introduced on DS8880 at R8.1.1 Nearline Enterprise Flash/SSD 22

23 Easy Tier Automatic Mode Promote extent Extent promotion occurs one tier at a time If all three tiers are present in a hybrid pool promotion must go through intermediate (adjacent) tier Demote extent Like promotion, demotion is one tier at a time Auto-rebalance within the tier Micro-tiering Automatic mode works at the extent (sub-volume) level Opposed to manual mode which operates only on the entire volume 23

24 Easy Tier Automatic Mode Promotion/Demotion Optimization of backend storage resources based on historical performance data Cold Extents Migrate Down Hot Extents Migrate Up Flash / SSD Sub-volume granularity using native DS8000 extents for any volume type Flexible configurations with any combination of drives of any size and speed Easy Tier Application provides APIs for policy and proactive actions Logical Volume Cold Extents Migrate Down Hot Extents Migrate Up Enterprise 10K/15K HDD Easy Tier Heat Map transfer enables workload history to be transferred for replication scenarios (DR, migration etc) Nearline 7200 HDD All tiers rebalance based on workload 24

25 Easy Tier Back-end Read Operations by Drive Class 144 x 1.2 TB Enterprise class drives (172.8 TB) Average I/O Rate: 14,113 25

26 Easy Tier Back-end Read Operations by Drive Class 144 x 1.2 TB Enterprise class drives (172.8 TB) 88% 30 x 800 GB Flash (24 TB) 12% Average I/O Rate: 29,025 26

27 Easy Tier Back-end Disk Read Response Times by Drive Class 144 x 1.2 TB Enterprise class drives (172.8 TB) Average Response Time: ,113 IOPS 27

28 Easy Tier Back-end Disk Read Response Times by Drive Class 144 x 1.2 TB Enterprise class drives (172.8 TB) 88% 30 x 800 GB Flash (24 TB) 12% Weighted Average Response Time: ,025 IOPS 28

29 Auto Rebalance Managed Storage Pool Extents moved between ranks of the same tier to balance workload Balances rank skew due to Workload Change in resources Proactively avoids hot spots Eliminates need to manually re-stripe extents Begins after 6 hours by default Cold Extents Migrate Down Extents migrated to balance workload across ranks Flash/SSD Rank Hot Extents Migrate Up Rank 1 Rank 2 Rank 3 Enterprise Ranks 29

30 Auto Rebalance Managed Storage Pool Extents moved between ranks of the same tier to balance workload Balances rank skew due to Workload Change in resources Proactively avoids hot spots Eliminates need to manually re-stripe extents Accomplished on six hour cycle Cold Extents Migrate Down Extents migrated to balance workload across ranks Flash/SSD Rank Hot Extents Migrate Up Rank 1 Rank 2 Rank 3 Enterprise Ranks 30

31 DS8000 Easy Tier - Homogeneous Disk Tier Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Logical Volumes Enterprise Rank Enterprise Rank Homogeneous Storage Pool Extent on Enterprise drive Enterprise Rank Enterprise Rank Homogeneous Storage Pool Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Without Easy Tier Homogeneous Rebalancing rank utilization skew can provide uneven I/O performance Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank Enterprise Rank With Easy Tier rank rebalancing rank utilization is more aligned resulting in more even I/O performance 31

32 Easy Tier Homogeneous Pool Rebalancing Easy Tier will automatically rebalance within a homogeneous storage pool Reduces skew and hot spots within a rank Extents are automatically rebalanced across ranks of the same tier within the storage pool based on I/O and bandwidth requirements Six hour cycle Rank hot cold hot cold Rank hot cold hot cold Rank Rank cold cold cold After After Rank hot cold cold Rank hot cold cold Rank hot Rank cold cold hot cold New rank added to pool Natural Performance Skew 32

33 Intra-tier Rebalancing Performance Tier Promote/ Demote Capacity Tier Capacity Tier Capacity Tier 33

34 Performance Gains with Homogeneous Pool Rebalancing 34

35 Micro-tiering Easy Tier automatic mode can also help intra-tier storage pool management Same class of drives but different device geometries Example: 1200 GB/10K drives with some RAID-5 some RAID GB/15K GB/10K in same storage pool 300 GB SSD GB SSD in same storage pool SSD + high performance flash cards in the same storage pool RAID-5 + RAID-10 in same storage pool There is no promote/demote capability within the same drive class Micro-tiering is best thought of as a rebalance action Rebalance can occur if skew is significant 6 hour learning cycle Not driven by extent heat but rather device (rank) utilization Based upon performance characteristics of the rank 35

36 Easy Tier Volume Allocation Order When new logical volumes are defined in a storage pool, allocation location is dependent on user control High Utilization High Performance Use the DSCLI command chsi ettierorder highutil highperf to set High Utilization DS8880 Hybrid High Performance 1. Enterprise tier 1. High performance flash tier 2. High capacity flash tier 2. High capacity flash tier 3. Nearline tier 3. Enterprise tier 4. High performance flash tier 4. Nearline tier High Utilization DS8880 All Flash High Performance 1. High capacity flash tier 1. High performance flash tier 2. High performance flash tier 2. High capacity flash tier 36

37 Easy Tier Auto Mode Summary 37

38 Easy Tier Auto Mode Extent Migration Définitions Promote Moves the hotter extents to the ranks of the target tier with available capacity. Promote occur within adjacent tiers Demote Demotes colder extents from the higher tier to the lower tier. Demote occurs within adjacent tiers Move Auto-rebalance which is also known as intra-tier rebalancing, is a capability of Easy Tier that automatically rebalances the workload across all ranks of a storage tier within a managed storage pool Auto-rebalance also automatically populates new ranks that were added to the pool when rebalancing the workload within a tier Swap A swap moves a hot extent from a lower performance disk tier to a higher disk tier while simultaneously moving a cold extent from the higher disk tier to a lower performance disk tier Cold Demote Cold demote only occurs between HDD tiers; that is, between Enterprise and Nearline disks. Easy Tier Automatic Mode automatically locates and demotes inactive (or cold) extents that are on a higher performance tier to its adjacent lower-cost tier. In that way, Easy Tier Automatic Mode automatically frees extents on the higher storage tier before the extents on the lower tier become hot, and then helps the system to be more responsive to new hot data Warm Promote Occurs out of cycle when an extent can be moved to a higher performance tier to provide immediate better performance Warm Demote Easy Tier Automatic Mode monitors the performance of the ranks and triggers the movement of selected extents from the higherperformance tier to the lower-performance tier This action is based on predefined bandwidth or IOPS overload thresholds. Easy Tier continuously ensures that the higherperformance tier does not suffer from saturation or overload conditions that might affect the overall performance in the storage pool RB-Swap A rebalance swap, like the swap, moves two extents simultaneously. In this case, both extents are within the same disk tier The rebalance swap is used to clear space on a cold rank so a hot extent can be moved to its place. The intent is to balance I/O workload activity within all ranks of the same tier in the storage pool 38

39 Easy Tier Manual Mode Overview Easy Tier Manual Mode allows a user to perform the following actions: Dynamic Volume Migration User can change a logical volume s storage technology by dynamically relocating between storage pools User can change a logical volume s extent allocation algorithm (EAM) (e.g. can re-rotate extents within the target storage pool) Dynamic Storage Pool Merge User can merge two existing storage pools without moving data Consolidate storage pools with equivalent disks Merge storage pools with to create a mixed technology storage pool for Automatic Mode Rank Depopulation Storage Administrator can ask that a rank be removed from an storage pool Automatic, non-disruptive and transparent to host access, the used extents will be reallocated to other ranks in the pool and rank freed Add to another storage pool using different extent size (large : small) Manual Volume Rebalance Redistributes a volume s extents within a non-managed single-tier pool Same pool and can change EAM 39

40 Dynamic Volume Relocation Before Volume Migration 1004 Rank 0 Rank 2 Rank 4 Storage Pool 0 Rank 10 Rank 12 Rank 14 Storage Pool 10 GUI: Migrate or DSCLI: manageckdvol action migstart eam rotateexts -extpool p After Volume Migration 1004 Rank 0 Rank 2 Rank 4 Storage Pool 0 Rank 10 Rank 12 Rank 14 Storage Pool 10 40

41 Dynamic Storage Pool Merge process Before Storage Pool Merge Rank 0 Rank 2 Rank 4 Storage Pool 0 Rank 10 Rank 12 Rank 14 Storage Pool 10 GUI: Merge or DSCLI: chextpool merge p10 p0 After Storage Pool Merge Pool 10 Rank 0 Rank 2 Rank 4 Rank 10 Rank 12 Rank 14 Storage Pool 0 41

42 Rank Depopulation Before Rank Depopulation Rank 0 Rank 2 Rank 4 Storage Pool 0 GUI: Unassign or DSCLI: chrank unassign r2 After Rank Depopulation Rank 0 Rank 4 Storage Pool 0 Rank 2 Unassigned 42

43 Manual Volume Rebalance Before Manual Volume Rebalance 1004 Rank 0 Rank 2 Rank 4 Rank 6 Rank 8 Rank 10 Storage Pool 0 GUI: Redistribute or DSCLI: managefbvol -action migstart 1004 After Manual Volume Rebalance 1004 Rank 0 Rank 2 Rank 4 Rank 6 Rank 8 Rank 10 Storage Pool 0 43

44 Easy Tier Manual Mode Summary Migrate Volume (Target Storage Pool, Extent Allocation Method) Can specify current storage pool or another storage pool Can specify extent allocation method (rotate volumes or rotate extents) Pause/Resume Volume Migration Pause puts volume in migration paused configuration state and stops initiation of any new extent migrations on a volume Resume puts volume in migrating configured state and continues migration Cancel Volume Migration Nullifies volume migration if it has not started and puts volume in normal configuration state Stops volume migration if it has started and puts volume in migration cancelled configuration state. Can request migrate volume to source or target storage pool to retry. Merge Storage Pool Moves all volumes in the source storage pool to the target storage pool Deletes source storage pool if merge is successful Rank Depopulation Can use Easy Tier to depopulate a rank and remove from an storage pool Automatic, non-disruptive and transparent to host access 44

45 Easy Tier Application DS8870 and DS8880 Function Easy Tier Application will enable administrators and applications to direct data placement based on business knowledge and application knowledge Database Systems and ISV solutions will be able to provide performance tips to Easy Tier Will guide what, when, where and how data is placed across the server and storage systems dynamically Command entered by storage administrator Provide pin / unpin (assignment) capability Tier placement Easy Tier Application Data Placement 45

46 Easy Tier Application Directive Data Placement Storage administrator can direct the data placement via GUI or DSCLI Building block for future software integration May be further adopted in the future by Operating systems Middleware applications for example database Provides a common API Storage Pool 4500 P Command operates at the volume level Commands available for storage administrator to assign an entire volume to a specific tier (not just specific extents within the volume 1200 P 2300 P Assign HPF or HCF Flash drives Easy Tier application data placement Passes on data placement requests Generates the migration plan Exclude Nearline Enterprise drives Tier assignment options Specific tier (nearline, high performance flash, high capacity flash, enterprise) Default Exclude HDD Nearline drives Exclude a tier (exclude nearline or exclude any HDD tier) 46

47 Easy Tier Application Support (assign a volume to a tier) 47

48 Easy Tier Application for IBM Z DS8870 / DS8880 Function Initial use case: DB2 database reorganization under z/os Without Easy Tier Application for IBM Z Database extents may currently be on high performance tier Database reorganization will move parts of the database to new extents To Easy Tier, these extents may have been cold since they were previously free space on the volume This may result in database extents now being relocated to lower performance tiers With Easy Tier Application for IBM Z z/os will query the DS8870/DS8880 to obtain average heat and tier assignments During the database reorganization z/os will specify the desired target tier Requires: DS8870 LMC R7.4 or higher or DS8880 z/os version 2.1 or higher DB2 version 10 or 11 with SPE 48

49 Use Case z/os DB2 Database Reorganization Without Easy Tier Application for IBM Z It takes time for ET to optimize the target datasets after re-org With Easy Tier Application for IBM Z Target datasets are already optimized before the re-org completes DB2 DB2 Re-org Re-org Assignment hint Storage Storage SSD Flash HDD SSD Flash HDD 49

50 Implementation New interface between z/os (Media Manager) and DS8000 Easy Tier API Introduces three new Media Manager functions and utilized by DB2 1) Report temperature of volume track ranges (query temperature) Returns token representing the average heat and tier allocation for the volume track range(s) 2) Assign volume track ranges (hint) Specify the target tier explicitly Specify the temperature token Specify both the target tier and temperature token 3) Set temperature of volume track ranges (set temperature) Easy Tier will set the heat of the volume s track range(s) to the average heat calculated Media Manager uses these commands to query and then set the desired tier allocation Normal heat assignment takes over after the lease expires Assignment is not permanent and Easy Tier will manage the extents as normal 50

51 Heat Map Transfer Utility DS8870 / DS8880 Function Integrated into GDPS, CSM and as a stand alone application under Windows Workload Hotspot Analysis MM/GC/GM Replication 51

52 You Need Some Free Space for Easy Tier You must have free extents on ranks for Easy Tier to function Plan on having approximately 5-10 free extents per rank in the pool Allows Easy Tier to promote/demote and rebalance Example: 5 ranks in the pool would recommend 50 free extents in the pool Starting with DS8880 R8.1 default is to reserve extents Enabled by default chsi etsrmode enable disable More efficient use of free space as Easy Tier automatically calculates the amount of space it will require based on your specific environment Reserved space is reported as pool overhead in DSCLI/DSGUI 52

53 Easy Tier Reporting From Within the User Interface DS8880 user interface now has direct view of Easy Tier activity Located within Performance graphs within DSGUI Easy Tier data policy report Easy Tier data activity report Easy Tier Data movement report Select the storage pool then select the type of Easy Tier report desired Select Storage Pool from drop down then 53

54 Easy Tier Data Activity Report 54

55 Easy Tier Data Movement Report 55

56 Easy Tier Data Policy Report 56

57 Exporting Easy Tier Summary Files Can still offload the three CSV files Useful if you want the Skew Curve Disk Magic Understand the concentration of I/O against a disk tier Useful if you want the details on extent movement STAT utility program will not process R8.3+ Easy Tier metrics Excel spreadsheet provided to import and format the CSV files if desired Requires Microsoft Excel at certain supported levels Can also use your own methodology to interpret the data Can export via GUI or DSCLI command (shown in examples at right) 57

58 Migration Plan Easy Tier auto mode creates migration plans when enabled Plans are generated for both auto-rebalance and cross-tier migrations Auto-rebalance plans are generated every 6 hours Cross-tier migration (promote/demote) are generated at least once every 24 hours No extent migration will occur until the plan is generated Users cannot set the plan start/end times Easy Tier license must be installed before any ET functions will execute Easy Tier creates one migration queue per storage pool Each pool is optimized independently One storage pool is not compared to another storage pool Decision windows for easy tier are based on short term and long term extent heat Short term heat has higher weight compared to long term extent heat Short term window is past 24 hours Long term window is past 7 days 58

59 Managing Easy Tier -action etmonpause Specifies that Easy Tier monitoring of this storage pool is paused. All current Easy Tier migration plans are unaffected, but no new migration plans are formed. -action etmonresume Specifies that Easy Tier monitoring of this storage pool is resumed. Any current Easy Tier migration plans are unaffected. -action etmonreset Specifies that all Easy Tier monitoring data (history), including migration plans, are erased. All new plans are based on new monitoring data. -action etmigpause Specifies that Easy Tier migrations of this storage pool are paused, including migrations that are required to relieve rank bandwidth performance issues. Easy Tier monitoring is unaffected by this action. -action etmigresume Specifies that Easy Tier migrations of this storage pool are resumed. Easy Tier monitoring is unaffected by this action. -duration time Specifies the duration of the pause time. For example, 4H would pause for 4 hours. Maximum duration is 168 hours (one week). Only valid for etmonpause and etmigpause. 59

60 Enabling Easy Tier License Order Easy Tier feature code #7083 Download license key from DSFA and apply it to the DS Enable Easy Tier Storage Image Properties (DS GUI) chsi Etautomode all tiered none storage_image_id Auto Mode all tiered none Automatically manage all single and multi-tier pools (default) Automatically manage multi-tier pools only Do not automatically manage any pools chsi Etmonitor all automode none storage_image_id Monitor automode Only volumes managed by Easytier auto mode are monitored all All volumes in the system are monitored. (default) none No volume is monitored. 60

61 References IBM DS8000 Easy Tier Redpaper - REDP IBM DS8000 Easy Tier Server Redpaper REDP IBM DS8000 Easy Tier Application Redpaper REDP IBM DS8000 Easy Tier Heat Map Transfer Redpaper REDP IBM DS8870 Architecture and Implementation - SG IBM DS8880 Architecture and Implementation SG IBM DS8000 Easy Tier Volume Extent Allocation Chargeback Utility, REDP

62 Questions 62

Spectrum Control Capacity Planning

Spectrum Control Capacity Planning Spectrum Control Capacity Planning Scott McPeek mcpeek@us.ibm.com Washington Systems Center Bryan Odom odombry@us.ibm.com Software Advanced Technogoly (SWAT) Copyright IBM Corporation 2017. Capacity Planning

More information

Accelerate with IBM Storage: IBM DS8880: Hybrid cloud integration with Transparent Cloud Tiering

Accelerate with IBM Storage: IBM DS8880: Hybrid cloud integration with Transparent Cloud Tiering : IBM DS8880: Hybrid cloud integration with Transparent Cloud Tiering Craig Gordon Consulting I/T Specialist IBM Washington Systems Center ckgordon@us.ibm.com Webinars The Free IBM Storage Technical Webinar

More information

IBM Storwize Family Scaling Capabilities and Value

IBM Storwize Family Scaling Capabilities and Value Technology Insight Paper IBM Storwize Family Scaling Capabilities and Value By Randy Kerns January, 2013 Enabling you to make the best technology decisions IBM Storwize Family Scaling Capabilities and

More information

Features and Capabilities. Assess.

Features and Capabilities. Assess. Features and Capabilities Cloudamize is a cloud computing analytics platform that provides high precision analytics and powerful automation to improve the ease, speed, and accuracy of moving to the cloud.

More information

SVA Software Inc. BVQ - Infrastructure Performance Optimizer KEEP YOUR INFRASTRUCTURE BALANCED

SVA Software Inc. BVQ - Infrastructure Performance Optimizer KEEP YOUR INFRASTRUCTURE BALANCED SVA Software Inc. BVQ - Infrastructure Performance Optimizer KEEP YOUR INFRASTRUCTURE BALANCED THE INFRASTRUCTURE CHALLANGE Complex IT environments make infrastructure In other words: Don t waste your

More information

1 Copyright 2011, Oracle and/or its affiliates. All rights reserved.

1 Copyright 2011, Oracle and/or its affiliates. All rights reserved. 1 Copyright 2011, Oracle and/or its affiliates. All rights ORACLE PRODUCT LOGO Virtualization and Cloud Deployments of Oracle E-Business Suite Ivo Dujmović, Director, Applications Development 2 Copyright

More information

12 juni 2012 Fort Voordorp. What is Performance? Dependencies in Performance? What is expected? Jan Sterk en Jeroen Kleinnibbelink

12 juni 2012 Fort Voordorp. What is Performance? Dependencies in Performance? What is expected? Jan Sterk en Jeroen Kleinnibbelink EMC CUSTOMER UPDATE 12 juni 2012 Fort Voordorp What is Performance? Dependencies in Performance? What is expected? Jan Sterk en Jeroen Kleinnibbelink 1 Performance Impact Hierarchy Request Application

More information

Storage Workload Analysis

Storage Workload Analysis Storage Workload Analysis Performance analytics enables smarter storage acquisitions and reduces deployment risk WHITEPAPER Introduction Understanding the real application I/O workload profile has traditionally

More information

2015 IBM Corporation

2015 IBM Corporation 2015 IBM Corporation Marco Garibaldi IBM Pre-Sales Technical Support Prestazioni estreme, accelerazione applicativa,velocità ed efficienza per generare valore dai dati 2015 IBM Corporation Trend nelle

More information

IBM Data Mobility Services Softek LDMF

IBM Data Mobility Services Softek LDMF Helping provide nondisruptive dataset-level migrations for the mainframe environment IBM Data Mobility Services Softek LDMF With Softek LDMF software, datasets that reside on multiple smaller-capacity

More information

[Header]: Demystifying Oracle Bare Metal Cloud Services

[Header]: Demystifying Oracle Bare Metal Cloud Services [Header]: Demystifying Oracle Bare Metal Cloud Services [Deck]: The benefits and capabilities of Oracle s next-gen IaaS By Umair Mansoob Introduction As many organizations look to the cloud as a way to

More information

IBM Data Management Services Softek Replicator UNIX technical overview Data protection with replication for increased availability

IBM Data Management Services Softek Replicator UNIX technical overview Data protection with replication for increased availability IBM Data Management Services Replicator UNIX technical overview Data protection with replication for increased availability 2007 IBM Corporation agenda 1 2 3 4 5 6 7 8 Replicator UNIX overview Key features

More information

Information Lifecycle Management Solution from IBM

Information Lifecycle Management Solution from IBM Information Lifecycle Management Solution from IBM Cost-effectively manage information and leverage its business value throughout its lifecycle Vinod Nair Server & Storage Services IBM Asia Pacific Disclaimers

More information

Understanding How Velostrata Technology Works

Understanding How Velostrata Technology Works Understanding How Velostrata Technology Works WHITE PAPER Understanding Velostrata Technology: How it Works» 2 Executive Overview This white paper will provide a deeper understanding of Velostrata s unique

More information

IBM i Reduce complexity and enhance productivity with the world s first POWER5-based server. Highlights

IBM i Reduce complexity and enhance productivity with the world s first POWER5-based server. Highlights Reduce complexity and enhance productivity with the world s first POWER5-based server IBM i5 570 Highlights Integrated management of multiple operating systems and application environments helps reduce

More information

Inside IBM Tivoli Storage Productivity Center 4.1

Inside IBM Tivoli Storage Productivity Center 4.1 Inside IBM Tivoli Storage Productivity Center 4.1 A Technical Discussion THE PREMIER SERVICE MANAGEMENT EVENT May 2009 Copenhagen 2009 IBM Corporation Abstract IBM Tivoli Storage Productivity Center (formerly

More information

IBM Spectrum Storage Professional Certification Program

IBM Spectrum Storage Professional Certification Program IBM Spectrum Storage Professional Certification Program Study Guide Series Exam C9060-110 - IBM Certified Solution Advisor - Spectrum Software Defined Infrastructure V5 Purpose of Exam Objectives... 3

More information

Using IBM UrbanCode Deploy to automate the migration and deployment of on-premise WebSphere application and configuration to IBM Bluemix

Using IBM UrbanCode Deploy to automate the migration and deployment of on-premise WebSphere application and configuration to IBM Bluemix Using IBM UrbanCode Deploy to automate the migration and deployment of on-premise WebSphere application and configuration to IBM Bluemix 2015 IBM Corporation WASaaS What is WebSphere as a Service on IBM

More information

COMPARE VMWARE. Business Continuity and Security. vsphere with Operations Management Enterprise Plus. vsphere Enterprise Plus Edition

COMPARE VMWARE. Business Continuity and Security. vsphere with Operations Management Enterprise Plus. vsphere Enterprise Plus Edition COMPARE VMWARE vsphere EDITIONS Business Continuity and Security vmotion Enables live migration of virtual machines with no disruption to users or loss of service, eliminating the need to schedule application

More information

Optimizing resource efficiency in Microsoft Azure

Optimizing resource efficiency in Microsoft Azure Microsoft IT Showcase Optimizing resource efficiency in Microsoft Azure By July 2017, Core Services Engineering (CSE, formerly Microsoft IT) plans to have 90 percent of our computing resources hosted in

More information

CONSOLIDATION BEST PRACTICES FOR YOUR ORACLE ENVIRONMENT KEVIN CLOSSON, CHIEF PERFORMANCE ARCHITECT, XTREMIO

CONSOLIDATION BEST PRACTICES FOR YOUR ORACLE ENVIRONMENT KEVIN CLOSSON, CHIEF PERFORMANCE ARCHITECT, XTREMIO CONSOLIDATION BEST PRACTICES FOR YOUR ORACLE ENVIRONMENT KEVIN CLOSSON, CHIEF PERFORMANCE ARCHITECT, XTREMIO 1 AGENDA Database & Application Challenges The XtremIO Solution Integrated Copy Data Management

More information

Optimize your investments with IBM Tivoli Storage Productivity Center and IBM SmartCloud Virtual Storage Center IBM Redbooks Solution Guide

Optimize your investments with IBM Tivoli Storage Productivity Center and IBM SmartCloud Virtual Storage Center IBM Redbooks Solution Guide Optimize your investments with IBM Tivoli Storage Productivity Center and IBM SmartCloud Virtual Storage Center IBM Redbooks Solution Guide IBM SmartCloud Virtual Storage Center V5.2 enables easy migration

More information

IBM ICE (Innovation Centre for Education) Welcome to: Unit 1 Overview of delivery models in Cloud Computing. Copyright IBM Corporation

IBM ICE (Innovation Centre for Education) Welcome to: Unit 1 Overview of delivery models in Cloud Computing. Copyright IBM Corporation Welcome to: Unit 1 Overview of delivery models in Cloud Computing 9.1 Unit Objectives After completing this unit, you should be able to: Understand cloud history and cloud computing Describe the anatomy

More information

COMPANY PROFILE.

COMPANY PROFILE. COMPANY PROFILE www.itgility.co.za Contact anyone of our consultants: Vision Minesh +27 (0) 83 441 0745 Andre +27 (0) 83 357 5729 Francois +27 (0) 82 579 1705 Jacques +27 (0) 83 357 5659 ITgility is an

More information

Introduction to IBM Insight for Oracle and SAP

Introduction to IBM Insight for Oracle and SAP Introduction to IBM Insight for Oracle and SAP Sazali Baharom (sazali@my.ibm.com) ISV Solutions Architect IBM ASEAN Technical Sales Target Audience Consultants, Managers, Sr. Managers Infrastructure Service

More information

Optimize your Service Cloud Data Best Practices, Data Extraction and NextGen Reporting

Optimize your Service Cloud Data Best Practices, Data Extraction and NextGen Reporting Optimize your Service Cloud Data Best Practices, Data Extraction and NextGen Reporting Kris Nichols - Sr. OSvC Solution Consultant Mehrzad Kootar - BI Solution Consultant Oracle Service Cloud Date: August

More information

WorkloadWisdom Storage performance analytics for comprehensive workload insight

WorkloadWisdom Storage performance analytics for comprehensive workload insight DATASHEET Storage performance analytics for comprehensive workload insight software is the industry s only automated workload acquisition, workload analysis, workload modeling, and workload performance

More information

SolutionBuilder & Guided Solution Sizing. Winning Together

SolutionBuilder & Guided Solution Sizing. Winning Together SolutionBuilder & Guided Solution Sizing Winning Together March 7, 2013 Agenda SolutionBuilder Introduction Guided Solution Sizing (GSS) Introduction How to Access SolutionBuilder and GSS Guided Solution

More information

BMC CONTROL-M WORKLOAD OPTIMIZATION

BMC CONTROL-M WORKLOAD OPTIMIZATION BMC CONTROL-M WORKLOAD OPTIMIZATION TIPS & TRICKS FOR ADMINISTERING BMC CONTROL-M BMC Communities Site for South East User Group About Cetan Corp Cetan Corp is a leading independent provider of Workload

More information

Meetup DB2 LUW - Madrid. IBM dashdb. Raquel Cadierno Torre IBM 1 de Julio de IBM Corporation

Meetup DB2 LUW - Madrid. IBM dashdb. Raquel Cadierno Torre IBM 1 de Julio de IBM Corporation IBM dashdb Raquel Cadierno Torre IBM Analytics @IBMAnalytics rcadierno@es.ibm.com 1 de Julio de 2016 1 2016 IBM Corporation What is dashdb? http://www.ibm.com/analytics/us/en/technology/cloud-data-services/dashdb/

More information

Central Management Server (CMS) for SMA

Central Management Server (CMS) for SMA Central Management Server (CMS) for SMA Powerful virtual machine for appliance management, resilience and reporting SonicWall Central Management Server (CMS) provides organizations, distributed enterprises

More information

Microsoft FastTrack For Azure Service Level Description

Microsoft FastTrack For Azure Service Level Description ef Microsoft FastTrack For Azure Service Level Description 2017 Microsoft. All rights reserved. 1 Contents Microsoft FastTrack for Azure... 3 Eligible Solutions... 3 FastTrack for Azure Process Overview...

More information

Oracle Integrates Virtual Tape Storage with Public Cloud Economics

Oracle Integrates Virtual Tape Storage with Public Cloud Economics Technology Insight Paper Oracle Integrates Virtual Tape Storage with Public Cloud Economics By John Webster June, 2016 Enabling you to make the best technology decisions Oracle Integrates Virtual Tape

More information

IBM Spectrum Scale. Transparent Cloud Tiering Deep Dive

IBM Spectrum Scale. Transparent Cloud Tiering Deep Dive IBM Spectrum Scale Transparent Cloud Deep Dive 2 Disclaimer IBM s statements regarding its plans, directions, and intent are subject to change or withdrawal without notice at IBM s sole discretion. Information

More information

Cisco Intelligent Automation for Cloud

Cisco Intelligent Automation for Cloud Data Sheet Cisco Intelligent Automation for Cloud Introduction IT is under increasing pressure to deliver services to the business more quickly and inexpensively than ever before. Fortunately, a new solution,

More information

Nimble Storage vs Nutanix: A Comparison Snapshot

Nimble Storage vs Nutanix: A Comparison Snapshot Nimble Storage vs Nutanix: A Comparison Snapshot 1056 Baker Road Dexter, MI 48130 t. 734.408.1993 Nimble Storage vs Nutanix: INTRODUCTION: Founders incorporated Nimble Storage in 2008 with a mission to

More information

BlackPearl Customer Created Clients for Media & Entertainment Using Free & Open Source Tools

BlackPearl Customer Created Clients for Media & Entertainment Using Free & Open Source Tools BlackPearl Customer Created Clients for Media & Entertainment Using Free & Open Source Tools Contents ABSTRACT... 3 INTRODUCTION... 3 BULDING A CUSTOMER CREATED CLIENT... 5 BlackPearl Simulator... 5 Eon

More information

Cisco Workload Optimization Manager: Setup and Use Cases

Cisco Workload Optimization Manager: Setup and Use Cases Cisco Workload Optimization Manager: Setup and Use Cases 2017 Cisco and/or its affiliates. All rights reserved. This document is Cisco Public Information. Page 1 of 49 Contents Introduction Minimum requirements

More information

Infor LN Minimum hardware requirements. Sizing Documentation

Infor LN Minimum hardware requirements. Sizing Documentation Infor LN Minimum hardware requirements Sizing Documentation Copyright 2014 Infor Important Notices The material contained in this publication (including any supplementary information) constitutes and contains

More information

Welcome to an introduction to SAP Business One.

Welcome to an introduction to SAP Business One. Welcome to an introduction to SAP Business One. 1 In this topic, we will answer the question: What is Business One? We define SAP Business One and discuss the options and available platforms for running

More information

Oracle Customer Service and Support Cloud Services Descriptions and Metrics October, 2017

Oracle Customer Service and Support Cloud Services Descriptions and Metrics October, 2017 Oracle Customer Service and Support Cloud Services Descriptions and Metrics October, 2017 V101917 1 of 164 Table of Contents Glossary of Terms... 6 Appointment... 6 Certificate... 6 Connection... 6 20K

More information

Next Phase of Evolution in Storage Industry: Impact of Machine Learning

Next Phase of Evolution in Storage Industry: Impact of Machine Learning Next Phase of Evolution in Storage Industry: Impact of Machine Learning Udayan Singh, Head SPE-Storage, Compute & Manageability 30 May 2017 1 Copyright 2017 Tata Consultancy Services Limited Agenda 1 Digital

More information

Tivoli Storage Resource Management

Tivoli Storage Resource Management IBM Software Group Tivoli Storage Resource Management extending the value of virtualization in the on demand world Molly Pui Advisory IT Specialist Tivoli Software, IBM HK Software Group Delivering Business

More information

Adding IBM LTFS EE tape tier to an IBM SCSA managed storage cloud

Adding IBM LTFS EE tape tier to an IBM SCSA managed storage cloud Adding IBM LTFS EE tape tier to an IBM SCSA managed storage cloud IBM SmartCloud Storage Access (SCSA) is designed to be an easy to deploy, simple to use cloud storage software featuring a web-based, self-service

More information

Stewart Bazneh. IBM Storwize V National Gallery, Dublin (17 th November) 2010 IBM Corporation

Stewart Bazneh. IBM Storwize V National Gallery, Dublin (17 th November) 2010 IBM Corporation Stewart Bazneh IBM Storwize V7000 - National Gallery, Dublin (17 th November) 2010 IBM Corporation What if there was a Midrange Storage System that 2010 IBM Corporation Grow as your needs grow Combines

More information

What s New in Microsoft Dynamics CRM 4.0. Bryan Nielson Director, Product Marketing

What s New in Microsoft Dynamics CRM 4.0. Bryan Nielson Director, Product Marketing What s New in Microsoft Dynamics CRM 4.0 Bryan Nielson Director, Product Marketing Session Agenda Introduction Dynamics CRM 4.0 Feature Areas Use Design Report Data Manage Deploy Develop Demo In Conclusion

More information

EMC Navisphere Management Suite

EMC Navisphere Management Suite Data Sheet EMC Navisphere Management Suite Your window into the award-winning EMC CLARiiON storage platform The Big Picture Discover, monitor, and configure all CLARiiON storage systems via a secure, easy-to-use,

More information

100 Million Subscriber Performance Test Whitepaper:

100 Million Subscriber Performance Test Whitepaper: An Oracle White Paper April 2011 100 Million Subscriber Performance Test Whitepaper: Oracle Communications Billing and Revenue Management 7.4 and Oracle Exadata Database Machine X2-8 Oracle Communications

More information

NVMe: The Key to Unlocking Next-Generation Tier 0 Storage

NVMe: The Key to Unlocking Next-Generation Tier 0 Storage White Paper NVMe: The Key to Unlocking Next-Generation Tier 0 Storage Sponsored by: Dell EMC Eric Burgener April 2018 IDC OPINION Over the past several years, persistent flash storage has changed the game

More information

Agenda. z/vm and Linux Performance Management. Customer Presentation. New Product Overview. Opportunity. Current products. Future product.

Agenda. z/vm and Linux Performance Management. Customer Presentation. New Product Overview. Opportunity. Current products. Future product. Customer Presentation z/vm and Linux Performance Management New Product Overview Tivoli ABSM 2006 IBM Corporation Agenda Opportunity New work loads New monitoring needs Current products OMEGAMON for z/vm

More information

ENTERPRISE HYBRID CLOUD 4.1

ENTERPRISE HYBRID CLOUD 4.1 Solution Guide ENTERPRISE HYBRID CLOUD 4.1 EMC Solutions Abstract This guide provides an overview of the management and monitoring functionality of the. Enterprise Hybrid Cloud enables IT organizations

More information

UNIFIED DATA PROTECTION FOR EFFICIENT DELIVERY OF DIFFERENTIATED SERVICE LEVELS

UNIFIED DATA PROTECTION FOR EFFICIENT DELIVERY OF DIFFERENTIATED SERVICE LEVELS UNIFIED DATA PROTECTION FOR EFFICIENT DELIVERY OF DIFFERENTIATED SERVICE LEVELS Automating data protection with EMC ViPR improves IT efficiency and compliance ABSTRACT This white paper details how EMC

More information

BARCELONA. 2015, Amazon Web Services, Inc. or its affiliates. All rights reserved

BARCELONA. 2015, Amazon Web Services, Inc. or its affiliates. All rights reserved BARCELONA 2015, Amazon Web Services, Inc. or its affiliates. All rights reserved Optimizing Cost and Efficiency on AWS Inigo Soto Practice Manager, AWS Professional Services 2015, Amazon Web Services,

More information

Welcome to IoT CE/CLM on Cloud

Welcome to IoT CE/CLM on Cloud IBM Watson Internet of Things Continuous Engineering Welcome to IoT CE/CLM on Cloud Tarik Mlahi, IBM WIoT 27-Sept-2017 1 2017 IBM Corporation Highlights SaaS benefits SaaS editions Architecture Security

More information

TECHNICAL GUIDE. DataStream. Coho Data SRM Integration Guide. Version February

TECHNICAL GUIDE. DataStream. Coho Data SRM Integration Guide. Version February TECHNICAL GUIDE DataStream Coho Data SRM Integration Guide Version 2.9.0.1 February 2017 www.cohodata.com TABLE OF CONTENTS Introduction 3 Intended Audience 3 Key Components 3 Disaster Recovery Objectives

More information

Plan, Deploy and Configure Microsoft InTune

Plan, Deploy and Configure Microsoft InTune Plan, Deploy and Configure Microsoft InTune 5 Day Course AUDIENCE IT Pros that have experience with Windows 10 use, deployment and management Experience with any optional ios or Android devices. FORMAT

More information

AVANTUS TRAINING PTE LTD

AVANTUS TRAINING PTE LTD [MS10979]: Microsoft Azure Fundamentals Length : 2 Days Audience(s) : IT Professionals Level : 100 Technology : Azure Delivery Method : Instructor-led (Classroom) Course Overview This course provides the

More information

Strategies for Taming Data Growth through Archiving

Strategies for Taming Data Growth through Archiving 1 Strategies for Taming Data Growth through Archiving Why Does Information Overload Matter? Copyright 2014 EMC Corporation. All rights reserved. 2 STORAGE LICENSES MANAGEMENT BACKUPS POLICIES ediscovery

More information

IBM System Storage. Kim Mortensen Nordic Storage Product Manager 2011 IBM Corporation

IBM System Storage. Kim Mortensen Nordic Storage Product Manager 2011 IBM Corporation IBM System Storage Kim Mortensen Nordic Storage Product Manager kim@dk.ibm.com The Smarter Storage approach Integrated Solutions Virtual Storage Center IBM Smart Analytics Solutions (ISAS) Storage Management

More information

Data Center Operating System (DCOS) IBM Platform Solutions

Data Center Operating System (DCOS) IBM Platform Solutions April 2015 Data Center Operating System (DCOS) IBM Platform Solutions Agenda Market Context DCOS Definitions IBM Platform Overview DCOS Adoption in IBM Spark on EGO EGO-Mesos Integration 2 Market Context

More information

Guide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake

Guide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake White Paper Guide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake Motivation for Modernization It is now a well-documented realization among Fortune 500 companies

More information

The Multi-Channel Service Problem: Challenges, Testing, and Solutions

The Multi-Channel Service Problem: Challenges, Testing, and Solutions Dr. Gautham Pallapa (gpallapa@west.com) IS Manager Platform, Infrastructure, and Automation Group The Multi-Channel Service Problem: Challenges, Testing, and Solutions Prepared for College 1 of Copyright

More information

Product Brief SysTrack VMP

Product Brief SysTrack VMP Product Brief SysTrack VMP Benefits Optimize desktop and server virtualization and terminal server projects Anticipate and handle problems in the planning stage instead of postimplementation Use iteratively

More information

Successfully Planning and Executing Large-Scale Cloud and Data Center Migration Projects

Successfully Planning and Executing Large-Scale Cloud and Data Center Migration Projects White Paper PlateSpin Migrate PlateSpin Transformation Manager PlateSpin Migration Factory Successfully Planning and Executing Large-Scale Cloud and Data Center Migration Projects Updated for PlateSpin

More information

"Charting the Course... MOC A: Architecting Microsoft Azure Solutions. Course Summary

Charting the Course... MOC A: Architecting Microsoft Azure Solutions. Course Summary MOC 20535 A: Architecting Microsoft Course Summary Description This course is intended for architects who have experience building infrastructure and applications on the Microsoft platform. Students should

More information

Oracle Cloud Blueprint and Roadmap Service. 1 Copyright 2012, Oracle and/or its affiliates. All rights reserved.

Oracle Cloud Blueprint and Roadmap Service. 1 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Oracle Cloud Blueprint and Roadmap Service 1 Copyright 2012, Oracle and/or its affiliates. All rights reserved. Cloud Computing: Addressing Today s Business Challenges Business Flexibility & Agility Cost

More information

Quantum Artico Active Archive Appliance

Quantum Artico Active Archive Appliance Enterprise Strategy Group Getting to the bigger truth. ESG Lab Validation Quantum Artico Active Archive Appliance Simple Tiered Archive Storage for Complex Workflows By Tony Palmer, Senior ESG Lab Analyst

More information

SAP Jam Collaboration, advanced plus edition

SAP Jam Collaboration, advanced plus edition June 2017 Cloud Service Specification Sheet SAP Jam Collaboration, advanced plus edition SAP Jam Collaboration delivers collaboration where you work, connecting customers, partners, and colleagues with

More information

Learn How To Implement Cloud on System z. Delivering and optimizing private cloud on System z with Integrated Service Management

Learn How To Implement Cloud on System z. Delivering and optimizing private cloud on System z with Integrated Service Management Learn How To Implement Cloud on System z Delivering and optimizing private cloud on System z with Integrated Service Mike Baskey, Distinguished Engineer, Tivoli z Architecture IBM August 9th, 2012 Session:

More information

RSD EOS 360. The new generation of EOS, enabling Mainframe operations efficiency. EOS 360: A new product from 40 years of experience

RSD EOS 360. The new generation of EOS, enabling Mainframe operations efficiency. EOS 360: A new product from 40 years of experience RSD EOS 360 The new generation of EOS, enabling Mainframe operations efficiency During the past 4 decades, RSD has always been committed to delivering solutions that integrate the best-of-breed technologies.

More information

IBM Content Foundation on Cloud

IBM Content Foundation on Cloud Service Description IBM Content Foundation on Cloud This Service Description describes the Cloud Service IBM provides to Client. Client means the company and its authorized users and recipients of the

More information

Dell EMC XC and Nutanix: Overview and Demo of One-Click Simplicity for Infrastructure Upgrades, Capacity Expansion and How To Search

Dell EMC XC and Nutanix: Overview and Demo of One-Click Simplicity for Infrastructure Upgrades, Capacity Expansion and How To Search Dell EMC XC and Nutanix: Overview and Demo of One-Click Simplicity for Infrastructure Upgrades, Capacity Expansion and How To Search Nutanix Prism Explained 2 Prism 3 Enterprise-grade Engineering Consumer-grade

More information

ERP SYSTEM IN VIRTUALIZED PRODUCTION ENVIRONMENT

ERP SYSTEM IN VIRTUALIZED PRODUCTION ENVIRONMENT DOI: 10.1515/SBEEF-2016-0018 ERP SYSTEM IN VIRTUALIZED PRODUCTION ENVIRONMENT D. C. SPOIALĂ 1, H.M. SILAGHI 1, V. SPOIALĂ 1, A. CACUCI 2 1 Department of Control Systems Engineering and Management, Faculty

More information

Get The Best Out Of Oracle Scheduler

Get The Best Out Of Oracle Scheduler Get The Best Out Of Oracle Scheduler Vira Goorah Oracle America Redwood Shores CA Introduction Automating the business process is a key factor in reducing IT operating expenses. The need for an effective

More information

Enterprise APM version 4.2 FAQ

Enterprise APM version 4.2 FAQ Meridium Enterprise Asset Performance Management (APM) version 4.2 is the next generation APM solution that helps your company simply and easily connect disparate systems and use that data to create and

More information

Cloud Management Platform Overview First Published On: Last Updated On:

Cloud Management Platform Overview First Published On: Last Updated On: Cloud Management Platform Overview First Published On: 06-09-2016 Last Updated On: 07-25-2017 1 Table of Contents 1. Cloud Management Platform Overview 1.1.Cloud Consumer Request/Catalog 1.2.Cloud Admin

More information

SharePoint 2016: Hybrid Deployment Strategies

SharePoint 2016: Hybrid Deployment Strategies SharePoint 2016: Hybrid Deployment Strategies Agenda - Introductions SharePoint 2016 On-Premise Tintri Storage Applications Q/A Lunch Introductions - Netwoven o o o o Netwoven is a solution consulting

More information

Introducing FUJITSU Software Systemwalker Centric Manager V15.0

Introducing FUJITSU Software Systemwalker Centric Manager V15.0 Introducing FUJITSU Software Systemwalker Centric Manager V15.0 < Version 1.0 > November 2013 FUJITSU LIMITED Contents Integrated Monitoring Required in Virtualization/Server Integration Characteristics

More information

Private Cloud. Service Description

Private Cloud. Service Description Introduction... 2 Service Options (Scope)... 2 Service Operations... 2 Implementation Plan and Timeline... 2 Service Support... 3 Customer Operations... 3 Network Operations... 3 Availability... 4 Business

More information

Not Backup. NetBackup 6.0. Technical Seminar

Not Backup. NetBackup 6.0. Technical Seminar Not Backup. NetBackup 6.0 Technical Seminar Trends Data Management Data Volumes Growing At 60% Per Year! Especially Unstructured : Email, MS Office Regulatory Compliance! Hysteria In US, Increasing Concern

More information

Office 365 Governance & Security

Office 365 Governance & Security Technical Overview Office 365 Governance & Security Your Policy. Our Automation. Accountability & Security Recertification Public Site Collection Directory - Provides a list of all site collections along

More information

Integrated Service Management

Integrated Service Management Integrated Service Management for Power servers As the world gets smarter, demands on the infrastructure will grow Smart traffic systems Smart Intelligent food oil field technologies systems Smart water

More information

The Leading Low-code Application Platform For Modern Work Management

The Leading Low-code Application Platform For Modern Work Management The Leading Low-code Application Platform For Modern Work Management TrackVia is a next-generation low-code application platform designed to help business and operations executives gain newfound control

More information

FlashStack For Oracle RAC

FlashStack For Oracle RAC FlashStack For Oracle RAC May 2, 2017 Mayur Dewaikar, Product Management, Pure Storage John McAbel, Product Management, Cisco What s Top of Mind for Oracle Teams? 1 2 3 4 Consolidation Scale & Speed Simplification

More information

Oracle's Cloud Strategie für den Geschäftserfolg Alles Neue von der OOW

Oracle's Cloud Strategie für den Geschäftserfolg Alles Neue von der OOW Oracle's Cloud Strategie für den Geschäftserfolg Alles Neue von der OOW Matthias Weiss Direktor Mittelstand Technologie Oracle Deutschland B.V. & Co. KG Agenda 1 2 3 4 5 6 Digital Transformation and CEO

More information

2017 IBM Elastic Storage Server - Update

2017 IBM Elastic Storage Server - Update IBM Elastic Storage Server - Update Falk Steinbrueck Program Manager, IBM Systems Storage Disclaimer IBM s statements regarding its plans, directions, and intent are subject to change or withdrawal without

More information

MANAGEMENT METRICS FOR CRITICAL IT SERVICES

MANAGEMENT METRICS FOR CRITICAL IT SERVICES MANAGEMENT METRICS FOR CRITICAL IT SERVICES Information Technology is the core business for service providers and a necessity for most global enterprises. In order to make your services excel among the

More information

SAP Jam Collaboration, advanced plus edition

SAP Jam Collaboration, advanced plus edition March 2018 Cloud Service Specification Sheet SAP Jam Collaboration, advanced plus edition SAP Jam Collaboration delivers collaboration where you work, connecting customers, partners, and colleagues with

More information

Quantifying the Value of Investing In VM Explorer

Quantifying the Value of Investing In VM Explorer White Paper Business Continuity Quantifying the Value of Investing In VM Explorer Table of Contents Executive Summary... 1 Benefit Categories... 1 The Micro Focus Approach to VM Explorer: An Easy To Use

More information

Tivoli Now IBM Corporation

Tivoli Now IBM Corporation 1 Automating the provisioning of storage with TPM, TPC and IT Service Management Greg Van Hise Storage Management Architecture gvanhise@us.ibm.com Agenda The storage provisioning problem Storage provisioning

More information

Introduction of Hinemos an Open Source Integrated System Management Software

Introduction of Hinemos an Open Source Integrated System Management Software Introduction of Hinemos an Open Source Integrated System Management Software NTT DATA Intellilink Corporation IT Operations Management Business Unit 2017/7/1 2017 NTT DATA INTELLILINK Corporation INDEX

More information

SAP Jam Collaboration, enterprise edition

SAP Jam Collaboration, enterprise edition Dec 2017 SAP Jam Collaboration, enterprise edition Cloud Service Specification Sheet SAP Jam Collaboration delivers collaboration where you work, connecting customers, partners, and colleagues with information,

More information

Monitoring IBM XIV Storage System with VMware vcenter Operations Manager

Monitoring IBM XIV Storage System with VMware vcenter Operations Manager Monitoring IBM XIV Storage System with VMware vcenter Operations Manager A technical report Mandar J. Vaidya IBM Systems and Technology Group ISV Enablement October 2014 Copyright IBM Corporation, 2014

More information

z/vm Capacity Planning Overview

z/vm Capacity Planning Overview Making systems practical and profitable for customers through virtualization and its exploitation. - z/vm z/vm Capacity Planning Overview Bill Bitner z/vm Customer Care and Focus bitnerb@us.ibm.com Trademarks

More information

The IBM Reference Architecture for Healthcare and Life Sciences

The IBM Reference Architecture for Healthcare and Life Sciences The IBM Reference Architecture for Healthcare and Life Sciences Janis Landry-Lane IBM Systems Group World Wide Program Director janisll@us.ibm.com Doing It Right SYMPOSIUM March 23-24, 2017 Big Data Symposium

More information

A Cloud Migration Checklist

A Cloud Migration Checklist A Cloud Migration Checklist WHITE PAPER A Cloud Migration Checklist» 2 Migrating Workloads to Public Cloud According to a recent JP Morgan survey of more than 200 CIOs of large enterprises, 16.2% of workloads

More information

Quota and Space Management Best Practices

Quota and Space Management Best Practices Quota and Space Management Best Practices Dell Compellent FS8600 Network-Attached Storage (NAS) FluidFS System Engineering April 2015 Revisions Revision Date Author Description A April 2015 Jonathan Shalev

More information

IBM PowerHA SystemMirror for AIX Enhancements IBM Redbooks Solution Guide

IBM PowerHA SystemMirror for AIX Enhancements IBM Redbooks Solution Guide IBM PowerHA SystemMirror for AIX 7.1.3 Enhancements IBM Redbooks Solution Guide IBM PowerHA SystemMirror for AIX 7 represents a new generation of clustering solutions for high availability and disaster

More information

20246D: Monitoring and Operating a Private Cloud

20246D: Monitoring and Operating a Private Cloud 20246D: Monitoring and Operating a Private Cloud Course Details Course Code: Duration: Notes: 20246D 5 days This course syllabus should be used to determine whether the course is appropriate for the students,

More information

Oracle PaaS and IaaS Universal Credits Service Descriptions

Oracle PaaS and IaaS Universal Credits Service Descriptions Oracle PaaS and IaaS Universal Credits Service Descriptions December 1, 2017 Oracle PaaS_IaaS_Universal_CreditsV120117 1 Metrics... 3 Oracle PaaS and IaaS Universal Credit... 8 Oracle PaaS and IaaS Universal

More information