NeTS: Medium: Collaborative research: Automatic Network Repair
NeTS: Medium: Collaborative research: Automatic Network Repair
批准号:
1763871
负责人:
Loris DAntoni
金额:
$103.0万
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-10-01 至 2023-09-30
中文摘要
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英文摘要
Modern computer networks must satisfy increasingly complex security, availability, and performance objectives to meet the diverse needs of users and applications. Consequently, programming a network to satisfy these requirements has become extremely challenging, even for highly skilled network operators. While previous work has helped operators generate policy-compliant network configurations, networks can still experience unexpected behaviors such as link failures or traffic surges, which can lead to policy violations that require a repair of the network. Today, repairs are often done manually and are error-prone. This project will develop a ground-up framework for automatically and efficiently repairing networks that do not satisfy given requirements. Building on previous work, this research lays the foundation for "zero touch networking", where a network's behavior is automatically managed based on high-level objectives provided by human operators. The results of this research will enable individuals without extensive training to repair network data and control planes, thus paving the way for increased stability and security in the networks on which businesses, governments, and individuals so heavily depend.This project proposes to develop a formal framework for automatically creating optimal network repairs and for providing formal guarantees on the quality of the generated repairs. Concretely, the project will pursue research on three fronts: 1) Design formal abstractions for distributed control planes that compute high-quality repairs for a wide range of policies. 2) Design formal abstractions for centralized control planes that compute high-quality repairs for a wide range of policies. 3) Design and implement algorithms for repairing control planes in the presence of probabilistic events (e.g., to conform to traffic engineering policies).This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(9)
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Detecting network load violations for distributed control planes
检测分布式控制平面的网络负载违规
DOI:
10.1145/3385412.3385976
发表时间:
2020
期刊:
Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design
影响因子:
--
作者:
[Subramanian, Kausik, Abhashkumar, Anubhavnidhi, D'Antoni, Loris, Akella, Aditya]
通讯作者:
Akella, Aditya
Learned Load Balancing
学习负载平衡
DOI:
10.1145/3571306.3571403
发表时间:
2023
期刊:
ACM
影响因子:
--
作者:
[Chang, Brian, Akella, Aditya, D'Antoni, Loris, Subramanian, Kausik]
通讯作者:
Subramanian, Kausik
D2R: Policy-Compliant Fast Reroute
D2R:符合策略的快速重新路由
DOI:
10.1145/3482898.3483360
发表时间:
2021
期刊:
SOSR '21: Proceedings of the ACM SIGCOMM Symposium on SDN Research
影响因子:
--
作者:
[Subramanian, Kausik, Abhashkumar, Anubhavnidhi, D'Antoni, Loris, Akella, Aditya]
通讯作者:
Akella, Aditya
Programmable Program Synthesis
可编程程序综合
DOI:
10.1007/978-3-030-81685-8_4
发表时间:
2021
期刊:
Computer Aided Verification
影响因子:
--
作者:
[D'Antoni, Loris, Hu, Qinheping, Kim, Jinwoo, Reps, Thomas]
通讯作者:
Reps, Thomas
Automated Verification of Customizable Middlebox Properties with Gravel
使用 Gravel 自动验证可定制的 Middlebox 属性
DOI:
--
发表时间:
2020
期刊:
Networked Systems Design and Implementation
影响因子:
--
作者:
[Zhang, Kaiyuan, Zhuo, Danyang, Akella, Aditya, Krishnamurthy, Arvind, Wang, Xi]
通讯作者:
Wang, Xi
共 9 条
SHF: Medium: Reasoning about Multiplicity in the Machine Learning Pipeline
-
批准号:2402833
-
项目类别:Continuing Grant
-
资助金额:$120.0万
-
财政年份:2024
-
负责人:Loris DAntoni
-
依托单位:
SHF: Medium: Compositional Semantics-Guided Synthesis
-
批准号:2211968
-
项目类别:Standard Grant
-
资助金额:$90.0万
-
财政年份:2022
-
负责人:Loris DAntoni
-
依托单位:
FMitF: Track I: Formal Methods for Explainable Machine Learning
-
批准号:1918211
-
项目类别:Standard Grant
-
资助金额:$75.0万
-
财政年份:2019
-
负责人:Loris DAntoni
-
依托单位:
Collaborative Research: Verification Mentoring Workshop at Computer Aided Verification 2019-2021
-
批准号:1905145
-
项目类别:Standard Grant
-
资助金额:$3.32万
-
财政年份:2019
-
负责人:Loris DAntoni
-
依托单位:
Midwest Programming Languages Summit 2018
-
批准号:1834480
-
项目类别:Standard Grant
-
资助金额:$0.5万
-
财政年份:2018
-
负责人:Loris DAntoni
-
依托单位:
CAREER: Program Synthesis with Quantitative Guarantees
-
批准号:1750965
-
项目类别:Continuing Grant
-
资助金额:$50.0万
-
财政年份:2018
-
负责人:Loris DAntoni
-
依托单位:
AitF: Collaborative Research: Foundations of Intent-based Networking
-
批准号:1637516
-
项目类别:Standard Grant
-
资助金额:$34.0万
-
财政年份:2016
-
负责人:Loris DAntoni
-
依托单位:
Programming languages mentoring workshop at POPL17
-
批准号:1650816
-
项目类别:Standard Grant
-
资助金额:$2.0万
-
财政年份:2016
-
负责人:Loris DAntoni
-
依托单位:
海外基金