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Cloud service placement via subgraph matching

Bo Zong, Ramya Raghavendra, Mudhakar Srivatsa, Xifeng Yan, Ambuj K. Singh, Kang-Won Lee
2014 2014 IEEE 30th International Conference on Data Engineering  
Fast service placement, finding a set of nodes with enough free capacity of computation, storage, and network connectivity, is a routine task in daily cloud administration.  ...  In this work, we formulate this as a subgraph matching problem.  ...  Definition 1 (Dynamic subgraph matching): Given a data graph G with its node/edge labels frequently updated, a query graph Q, and an integer r, Dynamic subgraph matching for cloud service placement is  ... 
doi:10.1109/icde.2014.6816704 dblp:conf/icde/ZongRSYSL14 fatcat:7qpg4424l5bkro7lk7chdwdnnu

ICDE conference 2014 detailed author index

2014 2014 IEEE 30th International Conference on Data Engineering  
: The Other Face of Big Data Srivatsa, Mudhakar 832 Cloud Service Placement via Subgraph Matching Steiner, Moritz 1096 ICDE Conference 2014 Detailed Author Index [Page 42 / 56] Stepien, Grzegorz  ...  Service Placement via Subgraph Matching Lee, Pei 3 Incremental Cluster Evolution Tracking from Highly Dynamic Network Data Lei, Siyu 1186 iTag: Incentive-Based Tagging Leis, Viktor 580  ... 
doi:10.1109/icde.2014.6816627 fatcat:bmnfkwqucfcmhet64s2o6ns5ky

A Dynamic, Hierarchical Resource Model for Converged Computing [article]

Daniel J. Milroy, Claudia Misale, Stephen Herbein, Dong H. Ahn
2021 arXiv   pre-print
., 1) RJMS dynamism to facilitate job and workflow adaptability, 2) integration of specialized external resources (e.g. user-centric cloud bursting), and 3) scheduling cloud orchestration framework tasks  ...  For example, if a child issues MatchGrow via RPC to its parent and the match is successful, the matching resources are returned in JGF as part of the call.  ...  Marshall et al, [16] develop an "elastic-site" model that enables on-premise services to use elastically-provisioned cloud resources. Their model is built on the Nimbus Platform.  ... 
arXiv:2109.03739v1 fatcat:zl7z4hjrsvg53ju2ltbnhwul2y

Proteus

Aisha Syed, Jacobus Van der Merwe
2016 Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking - MobiCom '16  
We present Proteus, a mobile network service control platform to enable safe and rapid evolution of services in a mobile software defined infrastructure (SDI).  ...  allows for service specific policies to be implemented.  ...  The subgraph is matched against the datastore graph and all matching subgraphs (that is, those that have the same pattern) are returned.  ... 
doi:10.1145/2973750.2973757 dblp:conf/mobicom/SyedM16 fatcat:siavar2ksbeajmiz42xl2h4uum

A Scalable Algorithm for the Placement of Service Function Chains

Marouen Mechtri, Chaima Ghribi, Djamal Zeghlache
2016 IEEE Transactions on Network and Service Management  
But, in this paper we propose a heuristic Cloud-oriented algorithm that finds maximum weight matching while respecting the constraints imposed by the request and the service chaining (e.g. placement constraints  ...  Eigendecomposition for VNF Placement and Chaining We cast the VNF Placement and Chaining problem in networked cloud infrastructures into the weighted graph matching problem (WGMP).  ...  His current interests and research activities concern network architectures, protocols and interfaces to ensure smooth evolution towards loosely coupled future Internet, cloud networking and cloud architectures  ... 
doi:10.1109/tnsm.2016.2598068 fatcat:ndf4eg2zejerlgye7lg7p66z4u

ClouDiA: a deployment advisor for public clouds

Tao Zou, Ronan Le Bras, Marcos Vaz Salles, Alan Demers, Johannes Gehrke
2015 The VLDB journal  
the cloud.  ...  Through experiments with synthetic and real applications in Amazon EC2, we show that our techniques yield a 15% to 55% reduction in time-to-solution or service response time, without any need for modifying  ...  Given these difficulties, public cloud service providers do not currently expose instance placement or network topology information to cloud tenants. 1 While these API restrictions ease application deployment  ... 
doi:10.1007/s00778-014-0375-9 fatcat:xz4dc6k2pvajpi4mn3qwwdpyti

ClouDiA

Tao Zou, Ronan Le Bras, Marcos Vaz Salles, Alan Demers, Johannes Gehrke
2012 Proceedings of the VLDB Endowment  
the cloud.  ...  Through experiments with synthetic and real applications in Amazon EC2, we show that our techniques yield a 15% to 55% reduction in time-to-solution or service response time, without any need for modifying  ...  Given these difficulties, public cloud service providers do not currently expose instance placement or network topology information to cloud tenants. 1 While these API restrictions ease application deployment  ... 
doi:10.14778/2535568.2448945 fatcat:yylwe55mdvhljlzt5farplmjoe

ICDE conference 2014 table of contents

2014 2014 IEEE 30th International Conference on Data Engineering  
Mining and Matching 820 Top-K Interesting Subgraph Discovery in Information Networks (Manish Gupta, Jing Gao, Xifeng Yan, Hasan Cam, Jiawei Han) 832 Cloud Service Placement via Subgraph Matching  ...  Recursive Stratified Sampling (Rong-Hua Li, Jeffrey Xu Yu, Rui Mao, Tan Jin) 904 Subgraph Pattern Matching Over Uncertain Graphs with Identity Linkage Uncertainty (Walaa Eldin Moustafa, Angelika  ... 
doi:10.1109/icde.2014.6816625 fatcat:pm3vcptvmvb6pcjrbq75awpvtq

PerfSim: A Performance Simulator for Cloud Native Computing [article]

Michel Gokan Khan, Javid Taheri, Auday Al-Dulaimy, Andreas Kassler
2021 arXiv   pre-print
service chains in user-defined scenarios.  ...  Cloud native computing paradigm allows microservice-based applications to take advantage of cloud infrastructure in a scalable, reusable, and interoperable way.  ...  replica, the scheduler needs to filter out all the hosts that matches the specified limitations by the service.  ... 
arXiv:2103.08983v1 fatcat:dfaunpe755eedlgl3wp4ekkhna

Multi-Provider Service Chain Embedding With Nestor

David Dietrich, Ahmed Abujoda, Amr Rizk, Panagiotis Papadimitriou
2017 IEEE Transactions on Network and Service Management  
This essentially paves the way for the migration of NFs into clouds (i.e., NF-as-a-Service), achieving a drastic reduction of middlebox investment and operational costs for enterprises.  ...  We decompose NSE into (i) NF-graph partitioning performed by a centralized coordinator and (ii) NF-subgraph mapping onto datacenter networks.  ...  ., private clouds) or by outsourcing NFs to public clouds, based on emerging cloud computing models, such as NF-as-a-service (NFaaS).  ... 
doi:10.1109/tnsm.2017.2654681 fatcat:dy53payzofdwfmg33ia5pzu2zy

A proactive resource allocation method based on adaptive prediction of resource requests in cloud computing

Jing Chen, Yinglong Wang, Tao Liu
2021 EURASIP Journal on Wireless Communications and Networking  
To solve this issue, this paper proposes a proactive resource allocation method based on the adaptive prediction of the resource requests in cloud computing.  ...  AbstractWith the development of big data and artificial intelligence, cloud resource requests present more complex features, such as being sudden, arriving in batches and being diverse, which cause the  ...  This algorithm concentrates on the resource scheduling between the edge server and cloud, but our method focuses on VM placement in a cloud data center.  ... 
doi:10.1186/s13638-021-01912-8 fatcat:k3dtmiuwr5dhdlhmlop73voc24

A social content delivery network for e-Science

Kyle Chard, Simon Caton, Kai Kugler, Omer Rana, Daniel S. Katz
2016 Concurrency and Computation  
CoDaaS is a cloud-based approach for distributing user generated content. It enables on-demand virtual content delivery via an elastic service built upon a hybrid media cloud.  ...  It also supports the use of an elastic and reliable cloud-based database, such as Amazon Relational Database Service (RDS).  ... 
doi:10.1002/cpe.3854 fatcat:62sl4ccwwvevxe7a326uzyxgx4

Migration to Multi-image Cloud Templates

Birgit Pfitzmann, Nikolai Joukov
2011 2011 IEEE International Conference on Services Computing  
We propose multiple matching criteria, leading to tradeoffs between the number of matches and the migration overhead, and present efficient algorithms for these special graph matching problems.  ...  Benefits are ease of deployment of the entire structure and consistent later management services for the business applications.  ...  ., if observed via network statistics). Matching between source systems and multi-image templates is a kind of subgraph isomorphism problem between these graphs.  ... 
doi:10.1109/scc.2011.89 dblp:conf/IEEEscc/PfitzmannJ11 fatcat:g7ttm6gb3na2tknesac6h2gi7i

Cost-aware Integration Process Modeling in Multiclouds [article]

Daniel Ritter
2021 arXiv   pre-print
Integration as a service (INTaaS) is the centrepiece of current corporate, cloud and device integration processes.  ...  Thereby, compositions of integration patterns denote the required integration logic as integration processes, currently running in single-clouds.  ...  Placement problem For Software-as-a-Service vendors (incl.  ... 
arXiv:2103.08675v2 fatcat:vji5kad63bh6rm3cfx3vuhdsqi

2020 Index IEEE Transactions on Emerging Topics in Computational Intelligence Vol. 4

2020 IEEE Transactions on Emerging Topics in Computational Intelligence  
., +, TETCI Oct. 2020 705-716 Multi-Objective Data Placement for Workflow Management in Cloud Infrastructure Using NSGA-II.  ...  Yuan, Y., +, TETCI Oct. 2020 590-592 Multi-Objective Data Placement for Workflow Management in Cloud Infra- structure Using NSGA-II.  ... 
doi:10.1109/tetci.2020.3042423 fatcat:qj6bpqfey5gpjhqe7zvgg644l4
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