A Case-Based Reasoning Approach for Automated Management in Policy-Based Networks View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2004

AUTHORS

Nancy Samaan , Ahmed Karmouch

ABSTRACT

Policy-based networking technologies have been introduced as a promising solution to the problem of management of QoS-enabled networks. However, the potentials of these technologies have not been fully exploited yet. This paper proposes a novel policy-based architecture for autonomous self-adaptable network management. The proposed framework utilizes case-based reasoning (CBR) paradigms for online creation and adaptation of policies. The contribution of this work is two fold; the first is a novel guided automated derivation of network level policies from high-level business objectives. The second contribution is allowing for automated network level policy refinement to dynamically adapt the management system to changing requirements of the underlying environment while keeping with the originally imposed business objectives. We show how automated policy creation and adaptation can enhance the network services by making network components behavior more responsive and customizable to users’ and applications requirements. More... »

PAGES

76-87

References to SciGraph publications

Book

TITLE

Utility Computing

ISBN

978-3-540-23631-3
978-3-540-30184-4

Author Affiliations

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-540-30184-4_7

DOI

http://dx.doi.org/10.1007/978-3-540-30184-4_7

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1047343345


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0806", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Information Systems", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/08", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Information and Computing Sciences", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "University of Ottawa", 
          "id": "https://www.grid.ac/institutes/grid.28046.38", 
          "name": [
            "School of Information Technology & Engineering (SITE), University of Ottawa, 161 Louis Pasteur St, K1N-6N5, Ottawa, ON, Canada"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Samaan", 
        "givenName": "Nancy", 
        "id": "sg:person.012427570717.45", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012427570717.45"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Ottawa", 
          "id": "https://www.grid.ac/institutes/grid.28046.38", 
          "name": [
            "School of Information Technology & Engineering (SITE), University of Ottawa, 161 Louis Pasteur St, K1N-6N5, Ottawa, ON, Canada"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Karmouch", 
        "givenName": "Ahmed", 
        "id": "sg:person.01036605052.55", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01036605052.55"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "https://doi.org/10.1016/s1389-1286(01)00156-6", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1000805839"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/b978-1-55860-237-3.50005-4", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1017164512"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s005300050083", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1017927855", 
          "https://doi.org/10.1007/s005300050083"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1023/a:1020757322687", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020186401", 
          "https://doi.org/10.1023/a:1020757322687"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-540-39646-8_22", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020866803", 
          "https://doi.org/10.1007/978-3-540-39646-8_22"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-540-39646-8_22", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1020866803", 
          "https://doi.org/10.1007/978-3-540-39646-8_22"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/3-540-44569-2_2", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1038459310", 
          "https://doi.org/10.1007/3-540-44569-2_2"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-540-39671-0_3", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1041455753", 
          "https://doi.org/10.1007/978-3-540-39671-0_3"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/978-3-540-39671-0_3", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1041455753", 
          "https://doi.org/10.1007/978-3-540-39671-0_3"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/3-540-48508-2_10", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1047029441", 
          "https://doi.org/10.1007/3-540-48508-2_10"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/3-540-48508-2_10", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1047029441", 
          "https://doi.org/10.1007/3-540-48508-2_10"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1109/65.993223", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1061205809"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1109/iscc.2002.1021764", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1094580851"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1109/policy.2004.1309175", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1095027372"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1109/policy.2002.1011302", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1095198504"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2004", 
    "datePublishedReg": "2004-01-01", 
    "description": "Policy-based networking technologies have been introduced as a promising solution to the problem of management of QoS-enabled networks. However, the potentials of these technologies have not been fully exploited yet. This paper proposes a novel policy-based architecture for autonomous self-adaptable network management. The proposed framework utilizes case-based reasoning (CBR) paradigms for online creation and adaptation of policies. The contribution of this work is two fold; the first is a novel guided automated derivation of network level policies from high-level business objectives. The second contribution is allowing for automated network level policy refinement to dynamically adapt the management system to changing requirements of the underlying environment while keeping with the originally imposed business objectives. We show how automated policy creation and adaptation can enhance the network services by making network components behavior more responsive and customizable to users\u2019 and applications requirements.", 
    "editor": [
      {
        "familyName": "Sahai", 
        "givenName": "Akhil", 
        "type": "Person"
      }, 
      {
        "familyName": "Wu", 
        "givenName": "Felix", 
        "type": "Person"
      }
    ], 
    "genre": "chapter", 
    "id": "sg:pub.10.1007/978-3-540-30184-4_7", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": true, 
    "isPartOf": {
      "isbn": [
        "978-3-540-23631-3", 
        "978-3-540-30184-4"
      ], 
      "name": "Utility Computing", 
      "type": "Book"
    }, 
    "name": "A Case-Based Reasoning Approach for Automated Management in Policy-Based Networks", 
    "pagination": "76-87", 
    "productId": [
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1047343345"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1007/978-3-540-30184-4_7"
        ]
      }, 
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "e1876f15a45cde4ab070a4239ae65e8cd080b4452776376844266f6d10c1936c"
        ]
      }
    ], 
    "publisher": {
      "location": "Berlin, Heidelberg", 
      "name": "Springer Berlin Heidelberg", 
      "type": "Organisation"
    }, 
    "sameAs": [
      "https://doi.org/10.1007/978-3-540-30184-4_7", 
      "https://app.dimensions.ai/details/publication/pub.1047343345"
    ], 
    "sdDataset": "chapters", 
    "sdDatePublished": "2019-04-16T08:22", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000363_0000000363/records_70031_00000002.jsonl", 
    "type": "Chapter", 
    "url": "https://link.springer.com/10.1007%2F978-3-540-30184-4_7"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1007/978-3-540-30184-4_7'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/978-3-540-30184-4_7'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/978-3-540-30184-4_7'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/978-3-540-30184-4_7'


 

This table displays all metadata directly associated to this object as RDF triples.

119 TRIPLES      23 PREDICATES      39 URIs      20 LITERALS      8 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1007/978-3-540-30184-4_7 schema:about anzsrc-for:08
2 anzsrc-for:0806
3 schema:author N884be5f3f464494cb12cf76c1bedb51d
4 schema:citation sg:pub.10.1007/3-540-44569-2_2
5 sg:pub.10.1007/3-540-48508-2_10
6 sg:pub.10.1007/978-3-540-39646-8_22
7 sg:pub.10.1007/978-3-540-39671-0_3
8 sg:pub.10.1007/s005300050083
9 sg:pub.10.1023/a:1020757322687
10 https://doi.org/10.1016/b978-1-55860-237-3.50005-4
11 https://doi.org/10.1016/s1389-1286(01)00156-6
12 https://doi.org/10.1109/65.993223
13 https://doi.org/10.1109/iscc.2002.1021764
14 https://doi.org/10.1109/policy.2002.1011302
15 https://doi.org/10.1109/policy.2004.1309175
16 schema:datePublished 2004
17 schema:datePublishedReg 2004-01-01
18 schema:description Policy-based networking technologies have been introduced as a promising solution to the problem of management of QoS-enabled networks. However, the potentials of these technologies have not been fully exploited yet. This paper proposes a novel policy-based architecture for autonomous self-adaptable network management. The proposed framework utilizes case-based reasoning (CBR) paradigms for online creation and adaptation of policies. The contribution of this work is two fold; the first is a novel guided automated derivation of network level policies from high-level business objectives. The second contribution is allowing for automated network level policy refinement to dynamically adapt the management system to changing requirements of the underlying environment while keeping with the originally imposed business objectives. We show how automated policy creation and adaptation can enhance the network services by making network components behavior more responsive and customizable to users’ and applications requirements.
19 schema:editor N993ad9d9a9234088ac80ed1c9247b8ba
20 schema:genre chapter
21 schema:inLanguage en
22 schema:isAccessibleForFree true
23 schema:isPartOf N0da72186402d426eb9c1097af95c7079
24 schema:name A Case-Based Reasoning Approach for Automated Management in Policy-Based Networks
25 schema:pagination 76-87
26 schema:productId N278761fec8d54593959a26fbe12e977d
27 N9efe85be55a04173bc8adb95a9a087c0
28 Nc86b0915245a4cdd8a4a316ff0bca4b2
29 schema:publisher N2dc9812e94264361be572378352feb68
30 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047343345
31 https://doi.org/10.1007/978-3-540-30184-4_7
32 schema:sdDatePublished 2019-04-16T08:22
33 schema:sdLicense https://scigraph.springernature.com/explorer/license/
34 schema:sdPublisher Nef81bfd83d974e909c3497fb36667703
35 schema:url https://link.springer.com/10.1007%2F978-3-540-30184-4_7
36 sgo:license sg:explorer/license/
37 sgo:sdDataset chapters
38 rdf:type schema:Chapter
39 N0da72186402d426eb9c1097af95c7079 schema:isbn 978-3-540-23631-3
40 978-3-540-30184-4
41 schema:name Utility Computing
42 rdf:type schema:Book
43 N278761fec8d54593959a26fbe12e977d schema:name doi
44 schema:value 10.1007/978-3-540-30184-4_7
45 rdf:type schema:PropertyValue
46 N292e164828434fdd816efe7005893956 rdf:first N930b47e6c3324388a6d8dd750140f36c
47 rdf:rest rdf:nil
48 N2dc9812e94264361be572378352feb68 schema:location Berlin, Heidelberg
49 schema:name Springer Berlin Heidelberg
50 rdf:type schema:Organisation
51 N54268081a60c43e5aee2a92ecaa12768 rdf:first sg:person.01036605052.55
52 rdf:rest rdf:nil
53 N884be5f3f464494cb12cf76c1bedb51d rdf:first sg:person.012427570717.45
54 rdf:rest N54268081a60c43e5aee2a92ecaa12768
55 N930b47e6c3324388a6d8dd750140f36c schema:familyName Wu
56 schema:givenName Felix
57 rdf:type schema:Person
58 N993ad9d9a9234088ac80ed1c9247b8ba rdf:first Na139070d8ace4ef69abbe21f8c599ea4
59 rdf:rest N292e164828434fdd816efe7005893956
60 N9efe85be55a04173bc8adb95a9a087c0 schema:name dimensions_id
61 schema:value pub.1047343345
62 rdf:type schema:PropertyValue
63 Na139070d8ace4ef69abbe21f8c599ea4 schema:familyName Sahai
64 schema:givenName Akhil
65 rdf:type schema:Person
66 Nc86b0915245a4cdd8a4a316ff0bca4b2 schema:name readcube_id
67 schema:value e1876f15a45cde4ab070a4239ae65e8cd080b4452776376844266f6d10c1936c
68 rdf:type schema:PropertyValue
69 Nef81bfd83d974e909c3497fb36667703 schema:name Springer Nature - SN SciGraph project
70 rdf:type schema:Organization
71 anzsrc-for:08 schema:inDefinedTermSet anzsrc-for:
72 schema:name Information and Computing Sciences
73 rdf:type schema:DefinedTerm
74 anzsrc-for:0806 schema:inDefinedTermSet anzsrc-for:
75 schema:name Information Systems
76 rdf:type schema:DefinedTerm
77 sg:person.01036605052.55 schema:affiliation https://www.grid.ac/institutes/grid.28046.38
78 schema:familyName Karmouch
79 schema:givenName Ahmed
80 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01036605052.55
81 rdf:type schema:Person
82 sg:person.012427570717.45 schema:affiliation https://www.grid.ac/institutes/grid.28046.38
83 schema:familyName Samaan
84 schema:givenName Nancy
85 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012427570717.45
86 rdf:type schema:Person
87 sg:pub.10.1007/3-540-44569-2_2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1038459310
88 https://doi.org/10.1007/3-540-44569-2_2
89 rdf:type schema:CreativeWork
90 sg:pub.10.1007/3-540-48508-2_10 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047029441
91 https://doi.org/10.1007/3-540-48508-2_10
92 rdf:type schema:CreativeWork
93 sg:pub.10.1007/978-3-540-39646-8_22 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020866803
94 https://doi.org/10.1007/978-3-540-39646-8_22
95 rdf:type schema:CreativeWork
96 sg:pub.10.1007/978-3-540-39671-0_3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041455753
97 https://doi.org/10.1007/978-3-540-39671-0_3
98 rdf:type schema:CreativeWork
99 sg:pub.10.1007/s005300050083 schema:sameAs https://app.dimensions.ai/details/publication/pub.1017927855
100 https://doi.org/10.1007/s005300050083
101 rdf:type schema:CreativeWork
102 sg:pub.10.1023/a:1020757322687 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020186401
103 https://doi.org/10.1023/a:1020757322687
104 rdf:type schema:CreativeWork
105 https://doi.org/10.1016/b978-1-55860-237-3.50005-4 schema:sameAs https://app.dimensions.ai/details/publication/pub.1017164512
106 rdf:type schema:CreativeWork
107 https://doi.org/10.1016/s1389-1286(01)00156-6 schema:sameAs https://app.dimensions.ai/details/publication/pub.1000805839
108 rdf:type schema:CreativeWork
109 https://doi.org/10.1109/65.993223 schema:sameAs https://app.dimensions.ai/details/publication/pub.1061205809
110 rdf:type schema:CreativeWork
111 https://doi.org/10.1109/iscc.2002.1021764 schema:sameAs https://app.dimensions.ai/details/publication/pub.1094580851
112 rdf:type schema:CreativeWork
113 https://doi.org/10.1109/policy.2002.1011302 schema:sameAs https://app.dimensions.ai/details/publication/pub.1095198504
114 rdf:type schema:CreativeWork
115 https://doi.org/10.1109/policy.2004.1309175 schema:sameAs https://app.dimensions.ai/details/publication/pub.1095027372
116 rdf:type schema:CreativeWork
117 https://www.grid.ac/institutes/grid.28046.38 schema:alternateName University of Ottawa
118 schema:name School of Information Technology & Engineering (SITE), University of Ottawa, 161 Louis Pasteur St, K1N-6N5, Ottawa, ON, Canada
119 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...