Hardware and chemistry improvements will make the $1,000 human genome a reality soon. While the massive amount of genomics data that will be generated represents a huge opportunity to advance personal medicine, it also presents an enormous big data challenge.
In his session at the 10th International Cloud Expo, Dr Andreas Sundquist, CEO of DNAnexus, will discuss how the cloud will address these issues by enabling the management, storage, sharing and analysis of the world’s DNA data and how it ...| By Lori MacVittie | Article Rating: |
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| October 9, 2009 12:45 PM EDT | Reads: |
2,374 |
When an admin brags they can do some task with their eyes closed there may be hidden process inefficiencies that orchestration can uncover. But the orchestration in a public cloud is effectively done for you, with little opportunity to design based on your organization’s operational processes. Orchestration in a private cloud, however, is all up to you.
I was doing the laundry a few weeks ago, folding the clothes before I took them upstairs and hung them up when I realized just what I was doing. What I had been doing for, well, a very long time now. The “process” of doing laundry had become so automatic that it was ritualized, a habit. I didn’t even notice that folding the clothes I was going to hang up anyway was terribly inefficient; a waste of the very limited time afforded to someone with a toddler.
Embarking on a private cloud initiative will, hopefully, illuminate something very similar with your operational processes: embedded inefficiencies. Until you have a reason to look at what has nearly become a ritualized task, you probably don’t even notice there’s anything “wrong” with the way you’re doing things. But when you have to examine it because you’re going to be codifying those processes through automation of tasks and hopefully, eventually, orchestration you might uncover some operational inefficiencies you could definitely do without. Inefficiencies that can free up time that you can spend doing other more innovative things, or at least things that might show some business value.
Only private cloud can really do this. Public cloud, with its mantra of relieving the burden of operational management and “you don’t need to worry about the details” does what it promises, but also effectively removes the visibility into the very processes in which costly operational inefficiencies are deeply buried. If I outsourced the laundry and they folded the clothes first, I’d never notice how inefficient it is. Only because I have to “do it myself” are such wastes of my limited time uncovered and subsequently eliminated.
Does it matter? It can, depending on the process being automated. For some tasks maybe it is irrelevant and doesn’t impact the total cost to deploy in the cloud at all. If it’s related to auto-scaling an application, redundancies and inefficiencies in the way application instances are launched or infrastructure adjusts to the new instance may introduce enough latency to be problematic. Despite the “magical” nature of auto-scaling it isn’t an instantaneous process. It takes time to boot up, start up, and hook up all the pieces of the application and its supporting infrastructure before its ready to be accessed. That time is highly dependent on the order of operations and the steps involved in completing each individual task.
VISIBILITY: MOSTLY CLOUDY
In the public cloud you don’t see the gears moving and thus you’ll never notice that one task is slower than the other and causes other processes to yield, waiting for some other part of the process to complete. And if you don’t notice that one is slower you can’t figure out why, and determine whether or not there’s something you can do about it. You can’t discover any inherent inefficiencies because you can’t see the big picture. You’re folding the clothes, not considering that one task is part of a “bigger” picture: doing the laundry.
Consider BitBucket’s recent experience with Amazon in struggling against a targeted DDoS attack that left its site unavailable for nearly a full day. It took nearly 8 hours for merely the acknowledgement that “something was wrong” and 16-17 hours after the attack began before it was discovered. In the meantime, the IT folks responsible at BitBucket were sitting around waiting while someone else tried to figure out what was causing their downtime. Now to be fair to Amazon it could possibly have taken anyone that long to ferret out a UDP-based DDoS attack.
Alright, no, no it probably wouldn’t. Network engineers would have seen the increase in traffic, alarms would have sounded, and after the logs showed a tremendous increase in UDP traffic someone would have done something, even if it was to cut off the traffic at the firewall. Processes and procedures would have been invoked that are designed to discover the source of the problem as quickly as possible, all leveraging the level of visibility you have into all aspects of your application, application network, and network operational state. It may not be perfect visibility, but it’s certainly clearer than that offered by most public clouds.
What happened inside Amazon? No one knows because no one has visibility into the processes and tools they use to manage, monitor,and troubleshoot these kinds of problems. No visibility? No insight into the process, no chance to improve it in any way. Private cloud gives you the visibility into the process because you have to implement it, you have to specify it, you have to figure it out on your own.
There’s a lot of things public cloud can do that private cloud can’t, but if one of your primary motivators for cloud is in automation and orchestration, in the reduction of costs through elimination of operational inefficiencies, it may be that having someone else take care of your laundry is not the right answer.
Read the original blog entry...
Published October 9, 2009 Reads 2,374
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More Stories By Lori MacVittie
Lori MacVittie is responsible for education and evangelism of application services available across F5’s entire product suite. Her role includes authorship of technical materials and participation in a number of community-based forums and industry standards organizations, among other efforts. MacVittie has extensive programming experience as an application architect, as well as network and systems development and administration expertise. Prior to joining F5, MacVittie was an award-winning Senior Technology Editor at Network Computing Magazine, where she conducted product research and evaluation focused on integration with application and network architectures, and authored articles on a variety of topics aimed at IT professionals. Her most recent area of focus included SOA-related products and architectures. She holds a B.S. in Information and Computing Science from the University of Wisconsin at Green Bay, and an M.S. in Computer Science from Nova Southeastern University.
Hardware and chemistry improvements will make the $1,000 human genome a reality soon. While the massive amount of genomics data that will be generated represents a huge opportunity to advance personal medicine, it also presents an enormous big data challenge.
In his session at the 10th International Cloud Expo, Dr Andreas Sundquist, CEO of DNAnexus, will discuss how the cloud will address these issues by enabling the management, storage, sharing and analysis of the world’s DNA data and how it ...Feb. 13, 2012 09:37 AM EST Reads: 264 |
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With Cloud Expo 2012 New York (10th Cloud Expo) just four months away, what better time to start introducing you in greater detail to the distinguished individuals in our incredible Speaker Faculty for the technical and strategy sessions at the conference...
We have technical and strategy sessions for you every day from June 11 through June 14 dealing with every nook and cranny of Cloud Computing and Big Data, but what of those who are presenting? Who are they, where do they work, what else h...
With Big Data Expo 2012 New York (co-located with 10th Cloud Expo) just four months away, what better time to start introducing you in greater detail to the distinguished individuals in our incredible Speaker Faculty for the technical and strategy sessions at the conference...
In 2011, Apache Hadoop received tremendous attention for helping organizations cost-effectively capitalize on their big data. Hadoop is now disrupting the business of analyzing data.
In his session at the 10th International Cloud Expo, Eric Baldeschwieler, Co-Founder & CEO of Hortonworks, will look at the current state of the Hadoop project, lessons learned by deploying it at scale, and the roadmap for its future.
Big Data Track attendees will learn about the exciting developments that have ...
The focus of Java EE 7 is on the cloud, and specifically it aims to bring Platform-as-a-Service providers and application developers together so that portable applications can be deployed on any cloud infrastructure and reap all its benefits in terms of scalability, elasticity, multitenancy, etc. The existing specifications in the platform such as JPA, Servlets, EJB, and others will be updated to meet these requirements.
Java EE 7 continues the ease of development push that characterized prior ...
With Cloud Expo 2012 New York (10th Cloud Expo) just four months away, what better time to start introducing you in greater detail to the distinguished individuals in our incredible Speaker Faculty for the technical and strategy sessions at the conference...
We have technical and strategy sessions for you every day from June 11 through June 14 dealing with every nook and cranny of Cloud Computing and Big Data, but what of those who are presenting? Who are they, where do they work, what else h...
With Cloud Expo 2012 New York (10th Cloud Expo) just four months away, what better time to start introducing you in greater detail to the distinguished individuals in our incredible Speaker Faculty for the technical and strategy sessions at the conference...
We have technical and strategy sessions for you every day from June 11 through June 14 dealing with every nook and cranny of Cloud Computing and Big Data, but what of those who are presenting? Who are they, where do they work, what else h...
2011 was a year of rapid adoption for public and private cloud services. Instant and on-demand server provisioning was the driving force behind the massive growth. On top, cloud server templates and script automation simplified application installation for simple and pre-defined application stacks, but have not targeted more complex enterprise application environments.
In his session at the 10th International Cloud Expo, John Yung, CEO of Appcara, will discuss how 2012 will be the year for app...
With Big Data Expo 2012 New York (co-located with 10th Cloud Expo) just four months away, what better time to start introducing you in greater detail to the distinguished individuals in our incredible Speaker Faculty for the technical and strategy sessions at the conference...
With Cloud Expo 2012 New York (10th Cloud Expo) just four months away, what better time to start introducing you in greater detail to the distinguished individuals in our incredible Speaker Faculty for the technical and strategy sessions at the conference...
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