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When coping with commercial enterprise utility integration eventualities, Messaging components play a must-have function in making go-cloud and move expertise components discuss with every other.
during this short weblog submit, we're going to explore the patterns and concepts used to combine IBM MQ with Azure carrier textile, they can see alternate options to tug messages from IBM MQ right into a stateless service working in Azure carrier material. The high-level flow is depicted beneath
constructing your development MQ
one of the vital most suitable solution to get started with IBM MQ for development purpose is the use of IBM’s legit Docker container picture. guidance provided in the Docker hub web page — https://hub.docker.com/r/ibmcom/mq/ . Be aware and skim the IBM’s phrases and utilization licencing carefully before the use of the identical.
For development aim that you may run the graphic with the default configuration. here Docker command may also be used to without delay set up a WebSphere MQ for your local environment
in the event you run the above command, you should definitely have the MQ up and running.MQ management portal obtainable in http://localhost:9443/ibmmq/consoleDefault credentials to access the IBM MQ portal person identify — admin Password — passw0rdMQ is configured to pay attention port 1414. Screenshots from IBM MQ Portal with the default configuration proven below to your reference.MQ Console Login
gaining access to IBM MQ from service cloth — Stateless carrier
There are two how you can access IBM MQ from .net code
1)the use of IBM.XMS libraries >>hyperlink<<2)using IBM.WMQ libraries >>hyperlink<<
entry IBM MQ from Azure carrier textile — pattern Code — the use of IBM.WMQ
here pattern code is to poll a IBM MQ server periodically and method if there's a message in the queue. be certain to update carrier material configuration data with IBM MQ connection homes
"Liberty Profile" - IBM WebSphere application Server V8.5
IBM WebSphere software Server V8.5 Liberty profile is a flexible and dynamic server profile of changed into which allows the was server to deploy best required customized aspects in its place of deploying a huge set of available JEE components.
what is Liberty profile in IBM became?
Liberty Profile is a component of IBM WebSphere application Server V188.8.131.52. It is awfully lightweight profile of WebSphere software Server. Liberty profile is a flexible and dynamic profile of become which allows for the was server to install most effective required customized aspects as a substitute of deploying a huge set of accessible JEE components. developers can opt for required aspects according to enterprise requirement and push it to app server. turned into Liberty profile is premiere suited for builders engaged on mission crucial business applications. It may be even used for production deployment. present edition of IBM turned into Liberty profile is Java EE 6 criticism and works well for applications the usage of this Java EE 6 licensed net profile.
Liberty profile is often known as easy weight, down sized edition of changed into ranging from 8.5. they are able to decide to use the same for application construction if they now have confined and smartly defined set of server add-ons.
became Liberty profile structure
architecture element Description
"Liberty profile is a part of IBM became Product and it is shipped as an in-built core feature of the WebSphere software Server. Liberty profile is not at all a separate product. it's a runtime atmosphere for utility server (was) with a wealthy feature set that varies by using WebSphere software Server multiple versions.”
How was Liberty Profile Works?
If web-application requires most effective a servlet engine, then in place of starting all different accessories liberty profile simplest starts the changed into kernel, the HTTP transport and the internet container so that developers can right now delivery and installation the purposes.
If an software needs persistence function of their utility and would want to use JPA issuer component to access relational statistics (RDBMS), developer just deserve to add JPA configuration in XML and Liberty profile will make it attainable persistence in the application.
The set of points which they will outline in <featureManager> tag describes the concrete profile for the configured server particular example and then those lists of elements are tailor-made for the utility deployed to the utility server. Internally, these elements are a discrete set of JARs which is nothing however the OSGi bundles which are initialized and commenced as soon as they're delivered to the server configuration file (e.g. server.xml ). <function> tag is use to define app specific JEE features.
the liberty profile works on a dynamic runtime ambiance called OSGi runtime. OSGi services are used to control JEE based mostly element lifecycles, and the injection of dependencies and their runtime configuration. After this step server procedure and includes a single JVM, familiar as the Liberty kernel, and any number of non-compulsory elements required by the functions. After that configured feature code and lots of the kernel code each runs as impartial OSGi bundles or OSGi modules within an OSGi framework (Open gadget Gateway).
the freedom profile helps a subset of the whole WebSphere software Server programming model. It helps under types-
OSGi Framework Lifecycle
OSGi framework follows OSGi Lifecycle for their Bundles. under is the usual lifecycle of OSGi.
a way to installation was Liberty profile?
There are two tips on how to download and deploy the liberty profile runtime
Please refer under URLs for download
Why should still i use was Liberty Profile?
There are some key advantages of the use of Liberty profile runtime which is listed below:
became Liberty profile essential configuration
Liberty profile makes it in fact handy to configure their server in a really primary and efficient approach the usage of XML file. for instance, default server.xml configuration file can also look like below:<server description="look at various server"> <!--allow aspects which you'd like to use --> <featureManager> <feature>jsp-2.2</characteristic> </featureManager> <httpEndpoint id="appHttpEndpoint" host="localhost" httpPort="9080" httpsPort="9443" /> </server>
As per above default server.xml configuration actually makes it possible for the JSP 2.2 feature, which is dependent upon the Servlet three.0 feature; hence the Servlet function is immediately enabled. They don't need to to name and define it explicitly in became server.xml configuration file.
was Liberty profile configuration "Code Snippets"
beneath are some code snippet to configure became Liberty Profile. they can use the identical as and when required within the utility building.<server> <featureManager> <characteristic>servlet-3.0</characteristic> <feature>mylocalConnector-1.x</characteristic> </featureManager> </server>
above code will enable servlet-3.0 API and myLocalConnector-1.x for the configured application in the IBM WebSphere Server.<server description= "Dev Server DV 33-04"> <featureManager> <feature>servlet-three.x</feature> </featureManager> <software identification="TestWebApp" place="WebApps/verify.warfare" identify="TestWebApp" type="war" </server>
above code will allow servlet-3.0 API and a stylish battle file named as test.war below net application TestWebApp.<server description="My check server"> <featureManager> <!--permit jndi api for datasource lookups --> <function>jndi-1.0</feature> </featureManager> </server> above code will enable jndi-1.0 version for utility. <client> <featureManager> <feature>javaeeClient-7.x</feature> <featureManager> <application id="CLIENT_APP_ID_VALUE" identify="CLIENT_APP_TYPE" classification="ear" location="clientAppType.ear"/> </client>
above code will allow java client api v7 and observe this to when set up as an EAR file.
datasource configuration snippet<?xml edition="1.0" encoding="UTF-eight"?> <server description="My check DB server"> <!-- allow features --> <featureManager> <characteristic>jdbc-four.x</feature> </featureManager> <datasource databaseName="$became.server.dir/CustomerDB" identification="datasource_id" jndiName="statistics/jndi/search for/financial institution/CustomerDB" </server>
above code will allow jdbc-four.0 API and enable configured database identify in response to jndi look up.
normal JEE specification in become Liberty profile
beneath Oracle JEE/J2EE/JSR necessities can be found in solid IBM was Liberty profile. developers can configure any points using above code snippets in accordance with utility requirement.
1. the freedom Profile is free to make use of which is decent however most effective in development ambiance now not in production ambiance. If they wish to stream to creation with the liberty Profile they can anyhow should pay the commonplace IBM turned into licensing charge which does not sounds first rate.
2. There are other light-weight servers out there today available in the market which is free even for production atmosphere so deciding on Liberty profile over these options still deserve to be evaluated.
three. the freedom Profile does not give any UI like administrative console to perform server particular beneficial configuration movements like updating the server config or installing/uninstalling purposes and so on. so they have to depend on Eclipse/RAD/NetBeans editor to update the server.xml file or they have to manually regulate it which does not appear a feasible option for builders.
four. utility builders compare this server to Tomcat and Glassfish which have already been round for a long time so it may be one of the crucial greatest challenges for relocating to liberty profile.
5. In latest version liberty profile is arising with lot of recent points so it might be interesting to look how the freedom Profile handles the increase performance load with both footprint and size (approx. 60MB).
6. For lessen IBM WebSphere Server versions (5, 6, 7) it is not appropriate which generally is a problem for builders and functions the use of them.
In a nutshell they are able to say that Liberty Profile is among the fastest altering and most exciting app servers to monitor available on the market nowadays. So they may still in reality focus on their upcoming releases. New Beta versions are arising very instantly in the market with lot of latest elements which could use in their purposes with just a simple configuration. IBM should still in fact focal point on constructing UI and a few Migration Apps for Liberty Profile developers which will rapidly adopt it as examine to different main rivals like Tomcat, Glassfish, Joss and many others. It can be in reality entertaining to look how the newest versions of Liberty Profile tackle the increase performance with each footprint and dimension which is the primary plus with IBM was Liberty Profile.
February 4, 2019 Timothy Prickett Morgan
there are many things that one could constructively criticize IBM about when it involves the energy systems platform running the IBM i working system. but, in recent years as a minimum, one of those issues would not be – and will no longer be – that the business has now not carried out enough to include essentially the most crucial elements of the up to date programming toolbox.
in fact, the enterprise has accomplished and more and more decent job of embracing and lengthening the compilers, interpreters, frameworks, and models of the programming languages which have long gone mainstream on account that Java first took the stage firstly of the dot-com boom in 1996 as an attempt to deliver a simplified variant of C++, dwelling in an idealized, simplified, and importantly transportable hardware abstraction known as a digital machine. due to the fact that that time, huge Blue and the IBM i neighborhood have labored collectively, frequently with the community out in front with the lively involvement of the IBMers in the developerWorks organization, to deliver the Apache internet server and the Tomcat application server the OS/four hundred, i5/OS and IBM i platform along with programming languages similar to Perl, php, Python, and Node.js, and versioning equipment such as Git, and other methods application which are are essential equipment for up to date programmers.
The 2019 edition of the IBM i market Survey, which become released in January and which is spearheaded by way of Tom Huntington, govt vp of technical options at HelpSystems, supplied some perception into what is happening accessible on the programming front. The survey become performed ultimate October and had seven hundred respondents, with 57 percent coming from the USA but handiest 2 p.c from Canada; a different 19 p.c came from Europe, 15 p.c got here from Latin america, and the remainder became cut up throughout Australia, Asia, and Africa. As they have pointed out before, here is no longer exactly consultant of the specific IBM i put in base, which is greater heavily allotted outside of the us; however the numbers are regularly transferring within the right path as HelpSystems translates the survey into greater languages and groups such as it Jungle motivate readers to take the survey.
The diversity of operating programs supported on the energy systems platform and the capacity to snap in equipment created for Unix-like operating programs into the PASE AIX runtime embedded in OS/400 and its successors is a key element to the capacity to get and use tools that different structures have. (during this means, IBM preserves its own benefits corresponding to RPG enterprise language programming and an built-in relational database management gadget and grafts on the benefits of other systems, giving it a form of hybrid vigor.) And IBM i stores were embracing that working system diversity on the platform and becoming less dependent on home windows Server machines operating on X86 iron in other places within the datacenter, as which you can see from this operating system distribution from the survey:
most effective 22 percent of the businesses surveyed pointed out that they were most effective running the IBM i platform, and admittedly, they find it tough to accept as true with that this number is not zero p.c given how pervasive windows file and print servers are. however it is viable to head it on my own with IBM i, most likely in factory or faraway retail settings, and it is feasible so they will take the survey respondents at face value. what is wonderful during this chart is that the share of home windows Server is falling. returned within the day, somewhere north of 95 percent of IBM midrange stores suggested the use of windows Server alongside their OS/four hundred and i5/OS machines, and this has been trending down as Linux, both on power programs iron inside of PowerVM logical partitions and on outboard X86 programs, is on the upward thrust. AIX has gained some penetration at IBM i shops, too, each on distinct vigour systems machinery and on PowerVM partitions on the identical machines operating IBM i.
As you may imagine, RPG continues to be probably the most popular programming language in use at IBM i shops, with over 84 percent of respondents announcing they use RPG to create applications (or purchased RPG functions from third celebration application providers that do). The SQL database programming language ranks quantity two, at seventy two p.c, followed through the CL scripting language native to IBM at forty seven p.c and Java at forty one %. right here’s the rundown of programming language adoption:
There are a few interesting issues occurring here. First, whereas 68 percent of shops document the use of windows Server in their IBM i shops, only 17 % say they are the usage of the .web framework from Microsoft for programming, which helps visible simple and the Java-impressed (that’s the quality manner to claim that) C# languages. we'd have idea that after two and a half decades, Java would were up there with RPG and SQL as a favored language, however that has not came about. The share of COBOL is about the old trend and tends to be centred in the fiscal functions and coverage industries where code was ported from mainframes so many a long time ago.
companies have been definitely allowed to put down a couple of programming language as part of the survey, and if you add up the entire percentages, you get 320 percent, which implies an arithmetic imply of 3.2 languages in use per site on common across the IBM i installed base. (neatly, at the least this upper echelon – by which they imply the active element, now not the biggest businesses or those with the greatest machines – part of the IBM i base. They don’t recognize anything else about the individuals who don’t take surveys and they consider that the records that became gathered for the five years of the IBM i marketplace Survey are representative of these active stores. That capability folks that hold their techniques and working programs rather existing and that tend to be extra inclined to adopt newer technologies, ranging from storage area networks to high availability clustering to superior programming thoughts.) they are of two minds about this common. First, RPG, SQL, and CL dominate, and combined they provide you with an ordinary of two languages. They feel there are loads of sites that exceptionally use RPG and SQL, especially those that have third celebration utility utility. it's essential to know that the survey query turned into no longer what languages were used to create your applications, however somewhat what languages are used for brand spanking new utility building. So the base may have much more distinct and a much better numerical distribution of compilers and interpreters than this information implies. I don’t feel here's the case, nevertheless it likely averages greater like 5 languages because whether or not they are aware of it or no longer, there’s probably some SQL, CL, or Java running someplace in the utility stack.
The survey asked agencies about what open source technologies they have deployed of their IBM midrange shops, and believe it or not the Apache internet server, which IBM first commercialized because the kernel of WebSphere returned in 1998, is still on the upward thrust and that's probably going on as fewer and fewer shops use windows Server for application and net serving and more retail outlets go native. That the native Apache internet server has best 40 p.c penetration tells you what those windows Server that stay are doing. it's a mix of print, file, net, and software serving plus a match dose of SQL Server for analytical database processing that organizations don’t need to deploy natively on their IBM i machines. Python and Node.js are on a steady upward thrust, and the Git versioning device is finding its personal stage, too.
What they can’t comprehend from the primary five surveys and what they might want to comprehend in the sixth subsequent year is how many of RPG is being coded within the contemporary free kind trend it really is extra like what Java does and what percentage remains the use of the older school, greater tightly restricted older RPG model. My bet is that for new code, it's probably as high as half and half, and that's mirrored within the proven fact that about have of the groups surveyed referred to that they had purchased Rational Developer for i and were the usage of it for as a minimum some application coding. About a 3rd of the companies which have RDi say they are the use of it for all of their utility development, about a 3rd say it is round half and half, and a third say it is less than half. common that out and it's averaging round half of the applications at half of the corporations surveyed are finished using RDi, which suggests free form RPG.related reports
The IBM i Base Did indeed circulation On Up
The IBM i Base Is ready to circulate On Up
investment And Integration symptoms For IBM i
security nevertheless Dominates IBM i dialogue, HelpSystems’ 2018 Survey exhibits
The IBM i Base now not As Jumpy because it Has Been
The Feeds And Speeds Of The IBM i Base
IBM i Priorities For 2017: Pivot To defense
IBM i traits, issues, And Observations
IBM i Survey gets more desirable As Numbers develop
where Do these IBM i Machines Work?
finding IBM i: A game Of 40 Questions
it's time to inform Us What you're up to
IBM i market Survey: The magnitude Of Being Earnest
What’s Up within the IBM i industry?
IBM i industry Survey Fills within the Blanks
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IBM has added to its portfolio of DevOps tools by introducing a new product for developing microservices known as the IBM Microservice Builder.
IBM's Microservice Builder makes it easier for developers to build, deploy and manage applications built with microservices, and it provides flexibility for users to run microservices on premises or in any cloud environment. The tool simplifies microservices development in a DevOps context.
"Microservices are becoming increasingly popular for building business applications, and with good reason," said Charles King, president and principal analyst with Pund-IT. "Basically, rather than the highly monolithic approach required for traditional enterprise application development, microservices enable apps to be constructed out of individually crafted components that address specific processes and functions. They can also leverage a wide variety of developer tools and programming languages."
Charlotte Dunlap, principal analyst for application platforms at GlobalData, called IBM's Microservice Builder "significant" for its new monitoring capabilities, "which are increasingly important to DevOps as part of [application lifecycle management]," she said. "Developing and deploying advanced apps in a cloud era complicates application performance management (APM) requirements. IBM's been working to leverage its traditional APM technology and offer it via Bluemix through tools and frameworks. [Open source platform] technologies like Istio will play a big role in vendor offerings around these DevOps monitoring tools."Microservices are hot
IBM officials noted that microservices have become hot among the developer set because they enable developers to work on multiple parts of an application simultaneously without disrupting operations. This way, developers can better integrate common functions for faster app deployment, said Walt Noffsinger, director of app platform and runtimes for IBM Hybrid Cloud.
Along with containers, DevOps aligns well with microservices to support rapid hybrid and cloud-native application development and testing cycles with greater agility and scalability. Walk Noffsingerdirector of app platform and runtimes, IBM Hybrid Cloud
The new tool, according to IBM, helps developers along each step of the microservices development process from writing and testing code to deploying and updating new features. It also helps developers with tasks such as resiliency testing, configuration and security.
"With Microservice Builder, developers can easily learn about the intricacies of microservice apps, quickly compose and build innovative services, and then rapidly deploy them to various stages by using a preintegrated DevOps pipeline. All with step-by-step guidance," Noffsinger said.
IBM is focused on DevOps because it helps both Big Blue and its customers to meet the fast-changing demands of the marketplace and to be able to launch new and enhanced features more quickly.
"DevOps is a key capability that enables the continuous delivery, continuous deployment and continuous monitoring of applications; an approach that promotes closer collaboration between lines of business, development and IT operations," Noffsinger said. "Along with containers, DevOps aligns well with microservices to support rapid hybrid and cloud-native application development and testing cycles with greater agility and scalability."The WebSphere connection
The Microservice Builder initiative was conceived and driven by the team behind IBM's WebSphere Application Server, an established family of IBM offerings that helps companies create and optimize Java applications.
"Our keen insight into the needs of enterprise developers led to the development of a turnkey solution that would eliminate many of the challenges faced by developers when adopting a microservices architecture," Noffsinger said.
The WebSphere team designed Microservice Builder to enable developers to make use of the IBM Cloud developer tools, including Bluemix Container Service.
The new tool uses a Kubernetes-based container management platform and it also works with Istio, a service IBM built in conjunction with Google and Lyft to facilitate communication and data-sharing between microservices.
Noffsinger said IBM plans to deepen the integration between Microservice Builder and Istio. A deeper integration with Istio, he said, will allow Microservice Builder to include the ability to define flexible routing rules that enable patterns such as canary and A/B testing, along with the ability to inject failures for resiliency testing.Popular languages and protocols
IBM's Microservice Builder uses popular programming languages and protocols, such as MicroProfile, Java EE, Maven, Jenkins and Docker.
Noffsinger also noted that the MicroProfile programming model extends Java EE to enable microservices to work with each other. It also helps to accelerate microservices development at the code level.
He said the tool's integrated DevOps pipeline automates the development lifecycle and integrates log analytics and monitoring to help with problem diagnosis.
In addition, Noffsinger explained that the tool provides consistent security features through OpenID Connect and JSON Web Token and implements all the security features built into the WebSphere portfolio which have been hardened over years of use.
Meanwhile, Pund-IT's King argued that the sheer variety of skills and resources that can be brought to bear in microservice projects can be something of an Achilles' heel in terms of project management and oversight.
"Those are among the primary challenges that IBM's new Microservice Builder aims to address with its comprehensive collection of developer tools, support for key program languages and flexible management methodologies," he said.
Fundamentals: How does WXS solve the Scalability problem?Understanding ScalabilityIn understanding the scalability challenge addressed by WebSphere eXtreme
Scale, let us first define and understand scalability.
Wikipedia defines scalability as a "desirable property of a system, a network, or a process, which indicates its ability to either handle growing amounts of work in a graceful manner, or to be readily enlarged. For example, it can refer to the capability of a system to increase total throughput under an increased load when resources (typically hardware) are added."
At some point, either due to practical, fiscal or physical limits, enterprises are unable to continue to "scale out" by simply adding hardware. The progressive approach then adopted is to "scale out" by adding additional database servers and using a high speed connection between the database servers to provide a fabric of database servers. This approach while viable, poses some challenges around keeping the databases servers synchronized. It is important to ensure that the databases are kept in sync for data integrity and crash recovery.
Solution: WebSphere eXtreme ScaleWebSphere eXtreme Scale compliments the database layer to provide a fault tolerant, highly available and scalable data layer that addresses the growing concern around the data and eventually the business.
The business functions in analysis and business development.
WebSphere eXtreme Scale provides a set of interconnected java processes that holds the data in memory, thereby acting as shock absorbers to the back end databases. This not only enabled faster data access, as the data is accessed from memory, but also reduces the stress on database.
Design Approach:This short paper attempts to serve as checklist and is designed for clients and professional community that use or are considering to use WebSphere eXtreme Scale as a elastic, scalable in memory data cache, and who are interested in implementing a highly available and scalable e-business infrastructure using the IBM WebSphere eXtreme Scale (WXS). Through WebSphere eXtreme Scale, customers can postpone or virtually eliminate costs associated with upgrading more expensive, heavily loaded back-end database and transactional systems, while meeting the high availability and scalability requirements for today's environments. While not an exhaustive list, this paper includes primarily the infrastructure planning requirements of WXS environment.
This document is broken into two sections:
1. Application Design Discussion:Part of application design and consideration is understanding various WXS components. This is an important exercise as this provides insights into performance tuning and application design considerations discussed in this section. The idea is to implement a consistent tuning methodology during operations and apply appropriate application design principles during the design of the WXS application. This is an important distinction, as tuning will not be of much help during operational runtime if the application design is inadequate to achieve scalability. It is therefore much more important to spend sufficient time in application design, which will lead to significantly less effort in performance tuning. A typical WXS application includes the following components:
a. WXS Client - The entity that interacts with the WXS server. It is a JVM runtime with ORB communications to the WXS grid containers. Can be a JEE application hosted in WAS runtime of standalone IBM JVM.
b. WXS Grid Server - An entity that stored java objects/data. It is a JVM runtime with ORB communication to the other WXS grid containers. Can be hosted in a WAS ND cell or stand alone interconnected JVMs.
c. WXS Client loader (optional for bulk pre-load): A client loader which pre-loads the data (can be in bulk fashion) into the grid. It is a JVM runtime with ORB communication to WXS grid containers. The client loaders pre-load the data and push it to the grid servers, this activity happens at regular intervals.
d. Back-end database - A persistent data store such as a back end database including DB2, Oracle etc.
(Note: please see General performance Principles for general performance guidelines)
Discussed below are top 10 IMDG application design considerations:
I. Understand Data Access and Granularity of data model
b.ORM ( JPA,Hibernate etc)
i.Fetch - Join
ii.Fetch batch size
c.EJB ( CMP,BMP, JPA)
II. Understand Transaction management requirements
a.XA -2PC – Impact on latency and performance
III. Ascertain stateful vs. Stateless
a.Stateless – more apt for IMDG
b.Stateful – determine the degree of state to be maintained.
IV. Application data design ( data and Object Model) – CTS and De-normalized data
a. CTS – Constrained Tree Schema: The CTS schemas also don’t have references to other root entities. Each customer is independent of all other customers. The same behavior applies to users. This type of schema lends itself to partitioning. These are applications that use constrained tree schemas and only execute transactions that use a single root entity at a time. This means that transactions don’t span a partition and complex protocols such as two-phase commit are not needed. A one phase or native transaction is enough to work with a single root entity given it is fully contained within a single transaction.
b. De-normalized data : The data de-normalization, although done by adding redundant data. WXS (IMDG) ability to support ultra high scalability depends on uniformly partitioning data and spreading the partitions across machines. Developing scalable applications accessing partitioned data demands a paradigm shift in programming discipline. De-normalization of data, creation of application specific and non-generic data models, avoidance of complex transactional protocols like 2 phase commit are some of the basic principles of this new programming methodology.
V. Distributing Sync object graphs across grid.
Synchronizing objects in a grid can results in many RPC calls the grid containers busy and impact performance and scalability.
VI. Single User Decoupled system
a.Typically Single use decoupled system are designed with stateless application in mind.
b.Unlike stateful enterprise systems which may limit scalability due to number of factors such as number of resources, operations, cluster services, data synchronization etc.
c.Every application system is single function and is usually co-located with the data.
VII. Invasive vs. Non-Invasive change to IMDG
a. Test! Test! Test!
b.Invasive application changes include change in data access and data model to fit IMDG/XTP type scenario. Such changes are expensive, error prone and less like to adapt IMDG solutions in immediate future. In such cases the IMDG adoption will be a long term approach
c.Non-Invasive application includes easy plug ability into WXS with little or no code change and such application changes require no change to application data access or data model. These are low hanging fruits and more readily receptive to WXS solutions.
VIII. Data Partitioning
a.Data partitioning is a formal process of determining which data or sub set of data are needed to be contained in a WXS data partition or shard.
b.Design with data density in mind
c.Data Partitioning will assist in planning for growth.
IX. Data Replication and availability
a. In synchronous data replication a put request from a process will block all other processes access to the cache until it successfully replicates the data change to all other processes that use the cache. You can view in a term of a database transaction. It will update this process’s cache and propagate the data modification to the other processes in the same unit of work. This would be the ideal mode of operation because it means that all the processes see the same data in the cache and no ever gets stale data from the cache. However it’s likely that in a case of a distributed cache, the processes live on different machines connected through a network, the fact that a write request in one process will block all other reads from the cache this method may not be considered efficient. Also all involved processes must acknowledge the update before the lock is released. Caches are supposed to be fast and network I/O is not, not to mention prone to failure so maybe not wise to be very confident that all the participants are in sync, unless you have some mechanism of failure notification. Advantages : data kept in sync
Disadvantages : network I/O is not fast and is prone to failure
b. In contrary, the asynchronous data replication method does not propagate an update to the other processes in the same transaction. Rather, the replication messages are sent to the other processes at some time after the update of one of the process’s cache. This could be implemented for example as another background thread that periodically wakes and sends the replication messages from a queue to the other processes. This means that an update operation on a process to its local cache will finish very fast since it will not have to block until it receives an acknowledgment of the update from the other processes. If a peer process is not responding to a replication message, how about retrying later, but in no way hinder or block the other processes. Advantages : Updates do not generate long blocks across processes. Simpler to deal with, for example in case of network failure maybe resend the modification .Disadvantages : Data may not be in sync across processes
X. Cache (grid) pre-load :
a.Grid pre-load is an essential consideration with business requirement in mind. The reason to move to WXS or IMDG solution is to have the ability to access massive amounts of data which is transparent to end user application. Grid pre-load strategies become vital.
b.Server side Pre load : Partition specific load, dependent on data model and is complex.
c.Client side pre-load : Easy, but preload is not as fast, as DB becomes a bottleneck, so this takes longer
d.Range based multiple clients preload : Multiple clients in different systems do a range based client preload to warm the grid.
As discussed earlier this is usually an approach at WXS implementation, the approach can be top to bottom or bottoms-up. They usually recommend a top-to-bottom approach, simply due to control boundaries around middleware infrastructure.
Figure - WXS Layered Tuning approach
This approach adds structure to the tuning process, it also helps eliminate layers in problem determination process. Applying the ‘top-to-bottom’ approach, enabled the administrators to inspect various tiers involved and methodically isolate the layer(s) responsible for performance degradation. Short description of layers is described below:
I. ObjectGrid.xml file:
A deployment policy descriptor XML file is passed to an ObjectGrid container server during start-up. This file ( in conjunction with ObjectGrid.xml file) defined the grid policy such as a replication policy ( which has impact on grid performance), shard placement etc. It is vital to defined policies that are aligned with business goals, and to discuss the performance and sizing implication during design and planning process.
II. WebSphere Turning ( if grid servers use WAS runtime): Standard WAS tuning related to JVM such as GC policy, heap limits apply. Important consideration is to factor in the WAS footprint in estimating overall grid size.
III. ORB Tuning:
The com.ibm.CORBA.RequestTimeout property is used to indicate how many seconds any request should wait for a response before giving up. This property influences the amount of time a client will take to failover in the event of a network outage type of failure. Setting this property too low may result in inadvertent timeout of valid requests. So care should be taken when determining a correct value.
The com.ibm.CORBA.ConnectTimeout property is used to indicate how many seconds a socket connection attempt should wait before giving up. This property, like the request timeout, can influence the time a client will take to failover in the event of a network outage type of failure. This property should generally be set to a smaller value than the request timeout as establishing connections should be relatively time constant.
The com.ibm.CORBA.FragmentTimeout property is used to indicate how many seconds a fragment request should wait before giving up. This property is similar to the request timeout in effect.
Thread Pool Settings
These properties constrain the thread pool to a specific number of threads. The threads are used by the ORB to spin off the server requests after they are received on the socket. Setting these too small will result in increased socket queue depth and possibly timeouts.
The connection multiplicity argument allows the ORB to use multiple connections to any server. In theory this should promote parallelism over the connections. In practice
ObjectGrid performance does not benefit from setting the connection multiplicity and they do not currently recommend using this parameter.
The ORB keeps a cache of connection established with clients. These connections may be purged when the max open connections value is passed. This may cause poor behavior in the grid.
Server Socket Queue Depth The ORB queues incoming connections from clients. If the queue is full then connections will be refused. This may cause poor behavior in the grid.
The fragment size property can be used to modify the maximum packet size that the ORB will use when sending a request. If a request is larger than the fragment size limit then that request will be chunked into request “fragments” each of which is sent separately and reassembled on the server. This is helpful on unreliable networks where packets may need to be resent but on reliable networks this may just cause overhead.
No Local Copies The ORB uses pass by value invocation by default. This causes extra garbage and serialization costs to the path when an interface is invoked locally. Setting the com.ibm.CORBA.NoLocalCopies=true causes the ORB to use pass by reference which is more efficient.
No Local InterceptorsThe ORB will invoke request interceptors even when making local requests (intra-process). The interceptors that WXS uses are not required in this case so these calls are unnecessary overhead. By setting the no local interceptors this path is more efficient.
I. JVM Tuning:
1. IBM Java 6 SDK that was shipped with WAS V7 (and the most recent Sun Java 6 SDK that was shipped with fixpack 9 for V7) provide compressed references which significantly decrease the memory footprint overhead of 64-bit but don't eliminate it
2. There is not hard requirement for DMGR to be on 64bit when all of the Nodes/App servers are in 64 bit mode, but they strongly recommend ensuring that DMGR and nodes in a cell are all at same level. So if you decide to keep your grid at 64 bit level, please keep the DMGR also at the same level.
3. Depending on the OS 32-bit address spaces allow for heaps of ~1.8 GB to 3.2 GB as shown below
Bottom line, a comparison of 32-bit versus 64-bit is rather straightforward
a) 64-bit without compressed references takes significantly more physical memory than 32-bit
b) 64-bit with compressed references takes more physical memory than 32-bit
c) 64-bit performs slower 32-bit unless an application is computationally intensive which allows it to leverage 64-bit registers or a large heap allows one to avoid out of process calls for data access
d) JDK Compressed Reference: In WAS V7.0 they introduce compressed reference (CR) technology. CR technology allows WAS 64-bit to allocate large heaps without the memory footprint growth and performance overhead. Using CR technology instances can allocate heap sizes up to 28GB with similar physical memory consumption as an equivalent 32-bit deployment (btw, I am seeing more and more applications that fall into this category -- only "slightly larger" than the 32-bit OS process limit). For applications with larger memory requirements, full 64-bit addressing will kick in as needed. The CR technology allows your applications to use just enough memory and have maximum performance, no matter where along the 32-bit/64-bit address space spectrum your application falls
Figure - JVM heap memory table
I. Operating System ( including network) Tuning:
(Note: Tuning options for different operating systems may differ, concept remains the same)
Network tuning can reduce Transmission Control Protocol (TCP) stack delay by changing connection settings and can improve throughput by changing TCP buffers.
1. Example of AIX tuning:
The TCP_KEEPINTVL setting is part of a socket keep-alive protocol that enables detection of network outage. It specifies the interval between packets that are sent to validate the connection. The recommended setting is 10.
To check the current setting
# no –o tcp_keepintvl
To change the current setting # no –o tcp_keepintvl=10
The TCP_KEEPINIT setting is part of a socket keep-alive protocol that enables detection of network outage. It specifies the initial timeout value for TCP connection. The recommended setting is 40.
To check the current setting # no –o tcp_keepinit
To change the current setting # no –o tcp_keepinit=40
c. Various TCP buffers such as : Network has a huge impact on performance it s hence vital to ensure that the OS specific properties are optimized :
iii. send and recv buffers
General performance Principles to be aware of:
(Figure: Agent communication with client loader –pre-load)
i. GC takes too long:
1.can cause high CPU consumption
2.Marking JVM down, causing shard churn i.e replica to primary conversion and subsequent replica serialization – expensive process.
ii. Replication traffic :
1.shard churn i.e replica to primary conversion and subsequent replica serialization – expensive process.
2.Evaluate replication policy in objectgriddeployment.xml file. Or tune HA manager heartbeat and HA detection.
iii. CPU Starvation.:
1.Cause marking JVM/Host un-reachable triggering high availability mechanism.
2.Marking JVM down, causing shard churn i.e replica to primary conversion and subsequent replica serialization – expensive process.
3.Excessive GC often a culprit cause excessive shard churn.
If Application design is faulty, then no amount of tuning will help. Hence recommendation to spend more time in design. Spending more time in planning your application design and infrastructure topology will not only lay the foundation for a more resilient infrastructure, but also enable application to get the most out of the elastic and scaleable infrastructure enabled by WebSphere eXtreme Scale.
Today’s rapidly-changing, borderless business world and the mobile/cloud momentum are breaking down the traditional perimeter, forcing us to look at security differently. Maybe your firm is implementing new access policies and controls for mobile users, or you’re moving applications into the cloud. Or perhaps you’re opening up your enterprise to external users to exploit new business models. As cloud, mobile and other IT consumerization trends take hold, organizations must look beyond traditional Identity and Access Management (IAM) approaches and implement security solutions designed for current and emerging trends.
You need an threat-aware IAM strategy that helps you “think like an attacker“, ferreting out weaknesses and highlighting access anomalies so you can proactively address security vulnerabilities BEFORE disaster strikes. This approach positions your organization to better handle whatever the future brings while also addressing the latest security, privacy and compliance requirements.
As massive security breaches continue to make headlines, it’s clear that your organization’s security is only as strong as its weakest link – people. In order to protect the new extended enterprise, you need an IAM solution that centralizes policies and controls over people’s access while also providing visibility to “who has access to what” across all resources — both in the cloud and on-premises. A flexible, intelligent IAM solution becomes the key line of defense for the multi-perimeter organization and a powerful force for business improvement on several levels. With the right technology in place, you can move your organization toward sustainable compliance, reduced risk, improved service levels and lower operational costs.Fall Out Boy and Elvis Costello at Pulse Palooza 2014!
Pulse Palooza talent announced
Have you registered yet for Pulse 2014? If not, what are you waiting for! Did you know that in addition to great networking, hearing from industry thought leaders and discovering how to use cloud as a growth engine for your business…you’re also invited to a private rock concert that will have you rockin’ the night away!
Imagine being entertained by not one, but TWO headline acts. First up, the Grammy-nominated band Fall Out Boy, fresh off of two sold-out tours for their #1 album, Save Rock and Roll.
Hailing from Chicago, Fall Out Boy—Patrick Stump (vocals/guitar), Pete Wentz (bass), Joe Trohman (guitar) and Andy Hurley (drums)—has appeared on the cover of Rolling Stone and other prestigious publications. They have performed on Saturday Night Live, The Today Show, America’s Got Talent, The Voice, Late Night with Jimmy Fallon, The Tonight Show with Jay Leno, Conan, The Late Show with David Letterman, Jimmy Kimmel Live and many more.
Up next? None other than the rock legend and icon, Elvis Costello! From the iconic “Pump It Up” to “Alison” to “Every Day I Write the Book,” every song is a hit…and instantly recognizable!
Elvis Costello has followed his musical curiosity in a career spanning more than 30 years. He is perhaps best known for his performances with The Attractions, The Imposters and for concert appearances with pianist Steve Nieve. However, he has also entered into acclaimed collaborations with Burt Bacharach, The Brodsky Quartet, Paul McCartney, Swedish mezzo-soprano Anne Sofie von Otter, guitarist Bill Frisell, composer Roy Nathanson, The Charles Mingus Orchestra, record producer and songwriter T Bone Burnett and Allen Toussaint.
So get pumped and get ready to rock – this is one evening you will not want to miss! And it all takes place in one of the great music venues in the country today: the MGM Grand Garden Arena.
Note: Pulse Palooza is included in your purchase of a full conference pass, exhibitor pass, dev@Pulse pass, and Tuesday day pass. Additional guest passes can be purchased for $100 on-site during open registration hours. Cash payment will not be accepted.
IBM recognizes that the days of “old-style” IAM – with its focus on internal user provisioning and single sign-on to applications inside the firewall – are gone for good. IAM solutions now must manage resources in the datacenter and in the cloud, while delivering identity services to almost any device (such as desktops, tablets and smartphones) and keeping an eye on compliance requirements.
So this year’s Pulse Protect will introduce “the new face of IAM”, IBM Security IAM solutions redesigned to help deliver access services safely, efficiently and cost-effectively to internal and external users within security and compliance guidelines. Their new Threat-Aware IAM solutions deliver intelligent identity and access assurance and assist clients to prevent insider threats and identity fraud, safeguard cloud, mobile and social interactions, and simplify identity silos and cloud integrations. The solutions provide a key line of defense of the enterprise’s multiple perimeters.Learn from great sessions
As always, the best spokespeople are their clients, who’ll explain in their own words how IBM IAM solutions help them address not only their security but their business challenges. These organizations will discuss how their IAM infrastructure has opened new doors of opportunity by strengthening security and supporting their business goals.Note:
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For example, join Session #IAM-1826 Extending Online Access for Today’s Business Needs to learn how WestJet, Canada’s most preferred airline, revamped their customer notification processes with IBM solutions. WestJet wanted to extend its thoughtful customer service, especially when flights must be cancelled or delayed, by sending personalized, rules-generated messages to customers via email or text. WestJet teamed with IBM to reinvent its travel notification processes and, as a result, dramatically improved customer satisfaction and business success.
Other clients, such as Whirlpool, Republic Services, and Getnet, will also share their stories on how IBM IAM solutions not only strengthened their security posture but supported new business initiatives. And their IBM experts and partners will discuss how you can benefit from their latest IAM solutions, including their ready-to-go access management appliances, redesigned Security Identity Manager UI, and their new Directory Services offerings.
Hands-on advice on IAM system optimization and integration, inspiring customer success stories, and insights from security pundits – you’ll find it all at the 2014 Pulse Protect event. Don’t miss it!Check out even more sessions
Still not sure about attending Pulse? Check out all the different sessions in the Identity & Access Management: Enterprise, Mobile and Cloud track:BNSF Railway’s Move from Oracle/Sun to IBM Identity and Access Management How do you migrate 45,000 users to a new identity and access management platform after ten years of using a heavily customized Sun/Oracle Waveset IAM solution? Through careful and thorough analysis, a well-planned migration strategy, and the assistance of an experienced systems integrator, BNSF Railway successfully moved to the IBM IAM platform in a relatively short period of time. This project focused on migrating to a new IBM IAM suite of technologies without losing any of the capabilities that were developed in the Oracle/Waveset IAM products over a ten-year period. To reduce cost and shorten the timeline, a key priority was to implement the new system with minimal custom development using only “out-of-the-box” capabilities. Come listen to this compelling story of how one IBM customer achieved its goals using the IBM solution. Topics will include approach, challenges and best practices. Tips and Tricks for Successful IAM/SAP Integration The 40-year alliance between IBM and SAP has resulted in thousands of successful implementations, including mobile and cloud computing. This session covers one example: Whirlpool’s in-depth identity and access management and SAP integration project, which provides secure access to the company’s ERP system. Next, Ingo Dressler from IBM will discuss SAP integration points with IBM’s IAM products, including how to address the challenges of role-based access control and SAP authorization. Identity Governance and Administration: Where Do They Go Next? Over the past few years, organizations have invested in role management, identity governance, user provisioning and lifecycle management capabilities in order to gain control over users and their access to IT resources. Where do they go next with these investments? For example, over 80% of organizational information resides in unstructured data formats (Microsoft Office documents, etc). File systems and SharePoint farms have grown continuously over the past decade, and the distributed nature of unstructured data means that access has not been centrally managed. The end result is that they have no visibility into who has access to what, and how they’re getting access. In this panel session, they will explore organizational needs to improve visibility into all users and their entitlements, and to govern their access across applications and services. IBM, along with two Ready for IBM Security Intelligence partners, ILANTUS and STEALTHbits, will offer insights into how identity and access analytics are helping organizations govern users’ access to applications and even gain visibility into the world of unstructured data. Demonstrating Governance, Risk and Compliance on Your Mainframe Mainframes host mission-critical corporate information and production applications for many financial, healthcare, government and retail companies that require highly secure systems and regulatory compliance. Demonstrating compliance for your industry can be complex and failure to comply can result in vulnerabilities, audit failures, loss of reputation, security breaches, and even system shutdown. How can you simplify enforcement of security policy and best practices? How can you automate security monitoring, threat detection, remediation and compliance reporting? How can you demonstrate governance, risk and compliance on your mainframe? Learn how your modern mainframe can help you to comply with industry regulations, reduce costs and protect your enterprise while supporting cloud, mobile, social and big data environments. Mind the Gap: Bridging Online Access in Distributed Environments In strictly regulated industries, managing access rights and preferences for federated users, especially very large customer populations, while maintaining compliance can be daunting. We’ll discuss challenges associated with secure user authentication and authorization for critical online applications. Then, Mark Vanmaele of SecurIT, an IBM Security business partner, will describe how their TrustBuilder solution can aid in filling the gap with a federation hub using federation proxy and bridging functionality. Identity and Access Management for the Internet of Things… Are You Ready? Analysts predict that billions of devices will be connected to the “Internet of Things” by 2020, including web services and mobile devices. Security governance and access control will require innovation and out-of-the-box thinking. In this session, Getnet, a Brazilian financial services provider, will share their approach to physical access control and labor hour enforcement integration with the IAM platform. Then Aruba Networks, an IBM Business Partner, will discuss how their ClearPass Network Access Management solution integrated with IBM Security Access Manager for Mobile helps rein in the complexity of BYOD and mobile access. The integration provides end-to-end control, from devices joining the network, gaining single sign-on into the web environment and then accessing web resources. This aids integration with Mobile Device Management (MDM) systems (e.g., FiberLink’s Maas360), enhancing web resource access risk decisions by including additional device posture-specific attributes. Integrating Identity Management with Cloud Applications Wondering what organizations are doing with identify integration to/from the cloud? Cloud identities are incredibly multi-faceted. Organizations are using open, standards-based methods to provision, single sign-on (SSO) and govern user access to enterprise and SaaS applications. Cloud Service Providers are embarking on offering APIs to help developers build and deploy SaaS. Many organizations are maturing the adoption of IAM as a hosted service. This interactive session will provide key insights into the three common entry points to using identity as a key security control for cloud integration. Lighthouse Security Group, an IBM Security Business Partner, will share their experiences provisioning users to access commercial SaaS (Google Apps). IBM will share experiences offering cloud infrastructure using SoftLayer and SSO to SaaS (e.g., Microsoft Office 365). Extending Online Access for Today’s Business Needs When is identity and access management more than just a security solution? When it helps simplify operations, enable business process and drive increased revenue. In this panel discussion, Kevin Minshull, Solution Architect at WestJet Airlines, discusses the airline’s mobile rollout strategy based on integrating IBM WebSphere solutions, including DataPower and API Management. Then Patrick Wardrop, IBM Security Solution Architect, and Jason Keeneghan, IBM Security Access Product Manager, will explain how WebSphere DataPower can combine with IBM Security Access Manager to build security gateways that protect web, mobile, and API traffic and support new business models. IBM Security Identity Manager WebServices and Directory Integrator Are you stuck with the default GUIs provided with IBM Security Identity Manager (ISIM) for data entry and control? Absolutely not! This session shows a hands-on approach and examples of how to leverage the new ISIM WebServices using Security Directory Integrator (SDI) to perform common ISIM tasks. It will demonstrate the methods and steps needed to create this additional ISIM interface. Additionally, this presentation will talk about the new WebServices, and provide an overview of the functions that are available to you. Lastly, it will demonstrate integration with third-party tools and the integration with IBM Tivoli Directory Integrator (TDI). Fighting Insider Threats with Privileged Identity Management IBM Security Privileged Identity Manager secures, automates and audits the use of privileged identities to help thwart insider attacks and improve security. Martin Schmidt from IBM will explain how existing Tivoli Identity Manager clients can effectively add the solution to their existing environment without a wholesale upgrade to IBM Security Identity Manager, benefiting from improved control over privileged and shared accounts. Learn how to prevent insider threats and identity fraud with Security Privileged Identity Manager. Threat-Aware Identity and Access Management for a Multi-Perimeter World In today’s open and interconnected enterprise, traditional perimeters are being extended to encompass mobile, cloud, social access and information interactions. To make matters worse, many organizations face the growing cost and risk of managing multiple identity and access controls without the required security intelligence to address those challenges. They need the ability to secure identity and access across the wide variety of enterprise and internet resources from any device, any service and any source. Join IBM in this session to review the next generation access and identity management needs and the solution patterns available today to enable rapid adoption of mobile, cloud, and social transformation. 2020 Vision: Identity and Access Management for the Next Decade One of the fastest-growing companies in the world, Cognizant has over 50 delivery centers worldwide and over 160,000 employees. In this session, William Doyle, Cognizant Associate Vice President Security, Legal and Risk Systems, will discuss how Cognizant provides its users—including employees, vendors, and customers—with protected access within the IBM Security Identity Management framework, and how they are adapting to ongoing security requirements. Then Sridhar Muppidi, Chief Technology Officer for IBM Security, will discuss the future of identity and access management and how IBM’s threat-aware IAM solutions will address emerging security needs. Enhance Your Identity and Access Management Solution with Integrations from Key IBM Technology Partners Join a panel of IBM technology partners to learn about new and exciting Identity and Access Management (IAM) integrations that have been validated through the Ready for IBM Security Intelligence program. IBM technology partners Aruba Networks, Prolifics, OnWire Consulting Group, and SafeNet will discuss how their integrations with key areas of the IBM Security portfolio increase solution value for customers. The panel discussion will cover strong authentication, mobile, cloud, and security intelligence use cases. Secure Mobile Transactions: Weakest Link or Safest Bet? The widespread adoption of mobile computing is forcing organizations to find new ways to secure mobile access for their customers and employees. However, instead of being the weakest link in network defenses, could mobile technology actually be more secure than traditional computing by 2014? Secure mobile transactions are a key part of enabling both client interaction with your business, and a mobile workforce. This involves understanding the risks involved in providing mobile access to business-critical resources, and how to innovatively manage that risk to allow differentiated mobile access to applications and data. Such a graded trust model could be based on device risk, user trust or transactional context. This spans both employee access in BYOD scenarios, as well as consumer access to enterprise apps. This session will discuss these patterns and describe a solution approach using Trusteer and IBM Security Access Manager for Mobile. Identity Management and Analytics Sit down with one of IBM’s identity management experts to discuss best practices and strategies for management of users, including privileged users, roles and rights. Access Management Join this session for an interactive discussion on providing secure access and authenticating users; and enforcing proactive access policies on cloud, social and mobile collaboration channels. Mainframe Security Join us for an informal discussion on how to enhance the efficiency and manageability of mainframe platforms, where many of your organization’s mission-critical applications, production systems, and classified business data reside. Adding Big Brother to IBM Security Identity Manager IBM Security Identity Manager provides complete identity management and enterprise single sign-on capabilities for privileged users. But the fact is that many companies don’t know what privileged users are actually doing once they access company servers. The fast-growing trend of session activity recording is addressing this need. By recording keyword-searchable video and activity logs of every user action on every server, an entirely new level of IT security and compliance is possible. Join us as they discuss how Fortune 500 companies and other enterprises are adding “big brother” session recording capabilities to their networks in order to capture video of all on-screen activity performed by internal privileged users and remote vendors accessing Windows and Unix/Linux servers. We’ll discuss how adding a keyword-searchable session recording subsystem to IBM Security Identity Manager can help prevent security breaches, speed forensic investigations and ease regulatory compliance. Keeping The Skies Clear: Intelligently Monitoring & Protecting IT Assets across the Cloud We often speak of the migration from physical servers, to virtualization, to hybrid cloud deployments, to moving fully into the public cloud. But the reality is that they are using all of these technologies to enable business today. It’s this mix of environments that presents a significant security challenge. How can they ensure that they have the appropriate level of security controls active in each environment? Do they have enough visibility in each of these environments so they can fall in line with various compliance frameworks? Do they have enough insight to optimize operations, or to stop today’s advanced threats? In this session, we’ll discuss how can they leverage the tools they have at hand today to address these challenges. We’ll explore–based on recent advancements and real world experience–where these tools are heading in the next few years. Tags: Cloud | Cloud Security | IBM Pulse | Identity and Access Management (IAM) | Mobile Security | Technical & Product Veronica Shelley Veronica Shelley is the worldwide marketing manager for the IBM Security Identity and Access Management (IAM)... 10 Posts Follow on What’s new
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