On 2007-05-24 12:48:00, Allan Engelhardt wrote in CYBAEA Journal:
McKinsey writes about Better Strategy Through Organizational Design and come out strongly in favor of Enterprise Social Software and collaboration techniques:
[T]he new element that can help 21st-century corporations create more wealth is large-scale collaboration, across the entire enterprise, enabled by digital technology. ... Digital technology provides the means not just to promote efficient, effective, and large-scale collaboration but also to measure each person’s “assists” and thus motivate employees to collaborate in ways that were not possible in the past.
Their arguments are closely linked to the profits per employee measure we introduced back in October last year. This is the most important metric for the CEO to manage.
Focusing on this formula (rather than returns on capital and on the amount of capital deployed) offers several advantages. For one, profit per employee, unlike returns on capital, is a good proxy for earnings on intangibles. The reason, in part, is that the total number of employees is easy to obtain, while a company’s capital, surprisingly, is subject to the vagaries of accounting on issues such as goodwill and to corporate-finance decisions such as debt-to-equity ratios, dividend policies, and liquidity preferences. And these days, talent—not capital—is usually a company’s scarcest resource.
Talent is the scarce resource because it is the ultimate generator of the intangibles that drive the creation of wealth in the digital age. Winning companies are those that can increase their profit per employee by mobilizing labor, capital, and mind power into profitable institutional skills, intellectual property, networks, and brands. The returns to companies that can accomplish all this are extremely attractive because intangibles now confer enormous scale and scope advantages. Furthermore, intangibles represent unique assets for the individual companies in possession of them—that is, they are unique in supply—so they can create “natural monopolies,” which are difficult for other companies to replicate.
This is difficult for most executives. Innovation velocity is dependent on collaboration; and collaboration among larger groups and creation networks require different skills and tools than what most executives are used to and is therefore often ignored or placed in the "too hard" category. But it isn't too hard if the executive team is willing to show leadership and embrace new organizational ideas.
On 2010-03-08 14:46:00, Allan Engelhardt wrote in CYBAEA Data and Analysis:
I needed a fast way of eliminating observed values with zero variance from large data sets using the R statistical computing and analysis platform. In other words, I want to find the columns in a data frame that has zero variance. And as fast as possible, because my data sets are large, many, and changing fast. The final result surprised me a little.
Read more (~501 words).
On 2009-08-17 09:18:00, Allan Engelhardt wrote in CYBAEA Journal:
We knew the potential existed already, of course. Mobile devices in the USA generates some 600 billion transactions per day, each tagged with the location and time. Jeff Jonas: Every call, text message, email and data transfer handled by your mobile device creates a transaction with your space-time coordinate[...].
The mobile operators have this data, of course. We all know this (especially here where we have been using some of it for social network analysis). No real surprises here, except perhaps in the volumes.
But did you know that the operators are sharing your data? What is new, at least to me, is that this data is being provided to third parties that are leveraging specially designed analytics to make sense of our space-time-travel data.
Read more (~449 words, 1 comments).
On 2009-07-27 19:38:00, Allan Engelhardt wrote in CYBAEA Data and Analysis:
O'Reilly's recent publication Beautiful Data has a chapter by Jeff Jonas which is enough reason in itself for me to recommend it. The chapter, Data Finds Data, is also available as a PDF download.
Read more (~66 words).
On 2009-07-22 13:37:00, Allan Engelhardt wrote in CYBAEA Data and Analysis:
This is by far the best description of why traditional parallel databases (like Teradata, Greenplum et al.) is a evolutionary dead end. But much more than a theoretical discussion, they have built a solution which they call HadoopDB. It is based on Hadoop, PostgreSQL, and Hive and is completely Open Source. Alternative, column-based, backends to PostgreSQL are being implemented now. Read: Announcing release of HadoopDB.
Read more (~83 words).
On 2009-07-22 06:59:00, Allan Engelhardt wrote in CYBAEA Journal:
The nice people at Velocity has released The B2B Content Marketing Workbook. It is behind a registration wall which means we wouldn’t normally recommend it but you can just type junk in the fields if you are not comfortable with giving your personal details to a marketing agency. (Think about it....) If you are relatively new in the B2B world, say having joined a professional services or consulting organization, you may find this one useful.
Read more (~263 words).
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