Management by network search

While networked systems hold and generate vast amounts of configuration and operational data, this data is not accessible through a simple, uniform mechanism. Rather, it must be gathered using a range of different protocols and interfaces. Our vision is to make all this data available in a simple format through a realtime search process which runs within the network and aggregates the data into a form needed by applications - a concept we call network search. We believe that such an approach, though challenging, is technically feasible and will enable rapid development of new management applications and advanced network functions. This paper motivates and formulates the concept of network search, compares it to related concepts like web search, outlines a search architecture, describes the design space and research challenges, and reports on a testbed implementation with management applications built for exploratory purposes of this new paradigm.

[1]  Risto Vaarandi,et al.  Network IDS alert classification with frequent itemset mining and data clustering , 2010, 2010 International Conference on Network and Service Management.

[2]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[3]  Vikram Srinivasan,et al.  MAX: human-centric search of the physical world , 2005, SenSys '05.

[4]  Metin Feridun,et al.  A search engine for systems management , 2010, 2010 IEEE Network Operations and Management Symposium - NOMS 2010.

[5]  Rolf Stadler,et al.  Real-time views of network traffic using decentralized management , 2005, 2005 9th IFIP/IEEE International Symposium on Integrated Network Management, 2005. IM 2005..

[6]  Emin Gün Sirer,et al.  NetQuery: a knowledge plane for reasoning about network properties , 2010, CoNEXT '10 Student Workshop.

[7]  Wolfgang Kellerer,et al.  The sensor internet at work: Locating everyday items using mobile phones , 2008, Pervasive Mob. Comput..

[8]  R. Manmatha,et al.  Distributed image search in camera sensor networks , 2008, SenSys '08.

[9]  Anne-Marie Kermarrec,et al.  Challenges in Personalizing and Decentralizing the Web: An Overview of GOSSPLE , 2009, SSS.

[10]  Nick Koudas,et al.  BlogScope: A System for Online Analysis of High Volume Text Streams , 2007, VLDB.

[11]  Tim Berners-Lee,et al.  Uniform Resource Locators (URL) , 1994, RFC.

[12]  Sihem Amer-Yahia,et al.  Challenges in Searching Online Communities , 2007, IEEE Data Eng. Bull..

[13]  Alin Deutsch,et al.  ASTERIX: towards a scalable, semistructured data platform for evolving-world models , 2011, Distributed and Parallel Databases.

[14]  Gerard Tel,et al.  Introduction to Distributed Algorithms: Contents , 2000 .

[15]  Risto Vaarandi,et al.  Mining event logs with SLCT and LogHound , 2008, NOMS 2008 - 2008 IEEE Network Operations and Management Symposium.

[16]  Wolfgang Kellerer,et al.  Real-Time Search for Real-World Entities: A Survey , 2010, Proceedings of the IEEE.

[17]  David Easley,et al.  Networks, Crowds, and Markets - Reasoning About a Highly Connected World , 2010 .

[18]  H. Abdi,et al.  Principal component analysis , 2010 .

[19]  Risto Vaarandi Real-time classification of IDS alerts with data mining techniques , 2009, MILCOM 2009 - 2009 IEEE Military Communications Conference.

[20]  Rolf Stadler,et al.  Scalable matching and ranking for network search , 2013, Proceedings of the 9th International Conference on Network and Service Management (CNSM 2013).

[21]  Jennifer Widom,et al.  A First Course in Database Systems , 1997 .

[22]  Christian Dannewitz,et al.  NetInf: An Information-Centric Design for the Future Internet , 2013 .

[23]  Ryan Moats,et al.  URN Syntax , 1997, RFC.

[24]  Qun Li,et al.  Snoogle: A Search Engine for Pervasive Environments , 2010, IEEE Transactions on Parallel and Distributed Systems.

[25]  J. Kleinberg,et al.  Networks, Crowds, and Markets , 2010 .

[26]  Wolfgang Kellerer,et al.  A real-time search engine for the Web of Things , 2010, IOT.

[27]  Rolf Stadler,et al.  Real-time search in clouds , 2013, 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013).

[28]  C. Pipper,et al.  [''R"--project for statistical computing]. , 2008, Ugeskrift for laeger.

[29]  Monika Henzinger,et al.  Query-Free News Search , 2003, WWW '03.

[30]  Hinrich Schütze,et al.  Introduction to information retrieval , 2008 .

[31]  Krishna Bharat,et al.  When experts agree: using non-affiliated experts to rank popular topics , 2002, ACM Trans. Inf. Syst..