More from these Authors

• Working Paper | HBS Working Paper Series | 2013

  Hidden Structure: Using Network Methods to Map System Architecture

  Carliss Y. Baldwin, Alan MacCormack, John Rusnak, Carliss Y. Baldwin, Alan MacCormack and John Rusnak

  In this paper, we describe an operational methodology for characterising the architecture of technical systems and demonstrate its application to a large sample of software releases. Our methodology is based upon network graphs, and allows us to identify define three fundamental architectural patterns, which we call core-periphery, multi-core, and hierarchical. We apply our methodology to a sample of 1,286 software releases from 17 applications, and find that 70 – 80% of these systems possess a "core-periphery" architecture under our classification scheme. This type of architecture is characterized by having a single dominant cyclic group (the Core) that is large relative to other cyclic groups and above a threshold with respect to system size. We find that the size of the Core varies widely, even for systems that perform the same function. These differences appear to be associated with different models of development—open, distributed organizations tend to develop systems with smaller Cores, while closed collocated organizations tend to develop systems with larger Cores. Our findings represent a first step in establishing some "stylized facts" about the fine-grained structure of large, real-world technical systems.

  Citation:

  Baldwin, Carliss Y., Alan MacCormack, and John Rusnak. "Hidden Structure: Using Network Methods to Map System Architecture." Harvard Business School Working Paper, No. 13–093, May 2013.

  CiteView DetailsRead Now

  Related

• Working Paper | HBS Working Paper Series | 2013

  Hidden Structure: Using Network Methods to Map System Architecture

  Carliss Y. Baldwin, Alan MacCormack, John Rusnak, Carliss Y. Baldwin, Alan MacCormack and John Rusnak

  In this paper, we describe an operational methodology for characterising the architecture of technical systems and demonstrate its application to a large sample of software releases. Our methodology is based upon network graphs, and allows us to identify define three fundamental architectural patterns, which we call core-periphery, multi-core, and hierarchical. We apply our methodology to a sample of 1,286 software releases from 17 applications, and find that 70 – 80% of these systems possess a "core-periphery" architecture under our classification scheme. This type of architecture is characterized by having a single dominant cyclic group (the Core) that is large relative to other cyclic groups and above a threshold with respect to system size. We find that the size of the Core varies widely, even for systems that perform the same function. These differences appear to be associated with different models of development—open, distributed organizations tend to develop systems with smaller Cores, while closed collocated organizations tend to develop systems with larger Cores. Our findings represent a first step in establishing some "stylized facts" about the fine-grained structure of large, real-world technical systems.

  Citation:

  Baldwin, Carliss Y., Alan MacCormack, and John Rusnak. "Hidden Structure: Using Network Methods to Map System Architecture." Harvard Business School Working Paper, No. 13–093, May 2013.

  CiteView DetailsRead Now

  Related

• Supplement | HBS Case Collection | 2013

  The Congressional Oversight Panel's Valuation of the TARP Warrants (A) (CW)

  Carliss Y. Baldwin

  Citation:

  Baldwin, Carliss Y. "The Congressional Oversight Panel's Valuation of the TARP Warrants (A) (CW)." Harvard Business School Spreadsheet Supplement 213-704, April 2013.

  CiteView DetailsPurchase

  Related