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Supporting Cloud IaaS Users in Detecting Performance-Based Violation for Streaming Applications

Esha Barlaskar, Kiril Dichev, Peter Kilpatrick, Ivor Spence, Dimitrios S. Nikolopoulos
2018 2018 IEEE International Conference on Autonomic Computing (ICAC)  
Researchers in [26] propose a cloud management framework named Bazaar which provides a job-centric interface for IaaS users, specifically for supporting deployment of data analytics applications.  ...  Cloud Monitoring for QoS Violation Detection Cloud IaaS users may exhibit QoS violations (both explicit and implicit) for a number of reasons which can be traced by monitoring the behaviour of the applications  ... 
doi:10.1109/icac.2018.00027 dblp:conf/icac/BarlaskarDKSN18 fatcat:npi6rxohardqjmg4ckm4fnttqm

Managing and Monitoring Elastic Cloud Applications [chapter]

Demetris Trihinas, Chrystalla Sofokleous, Nicholas Loulloudes, Athanasios Foudoulis, George Pallis, Marios D. Dikaiakos
2014 Lecture Notes in Computer Science  
This paper showcases the functionality and novel features of: (i) c-Eclipse, a framework for describing Cloud applications along with their elasticity requirements and deploying them on any IaaS provider  ...  based on various userdefined elasticity requirements, workloads and performance metrics.  ...  The Cloud Manager (Fig. 1) constantly checks the user-defined elasticity requirements and when a violation is detected, resizing actions are issued.  ... 
doi:10.1007/978-3-319-08245-5_42 fatcat:7d37adrbb5bixjfy6gzu52hogy

Platform-as-a-Service Architecture for Real-Time Quality of Service Management in Clouds

Michael Boniface, Bassem Nasser, Juri Papay, Stephen C. Phillips, Arturo Servin, Xiaoyu Yang, Zlatko Zlatev, Spyridon V. Gogouvitis, Gregory Katsaros, Kleopatra Konstanteli, George Kousiouris, Andreas Menychtas (+1 others)
2010 2010 Fifth International Conference on Internet and Web Applications and Services  
In this paper, we present a novel PaaS architecture being developed in the EU IST IRMOS project targeting real-time Quality of Service (QoS) guarantees for online interactive multimedia applications.  ...  QoS parameters at both application and infrastructure levels are given specific attention as the basis for provisioning policies in the context of temporal constraints.  ...  [6] propose a distributed scalable infrastructure for supporting real-time video streams.  ... 
doi:10.1109/iciw.2010.91 fatcat:dtfva5gw3jg7rnfnbz45bq3bc4

Utilising stream reasoning techniques to underpin an autonomous framework for cloud application platforms

Rustem Dautov, Iraklis Paraskakis, Mike Stannett
2014 Journal of Cloud Computing: Advances, Systems and Applications  
., Paraskakis, I. and Stannett, M.P. orcid.org/0000-0002- 2794-8614 (2014) Utilising stream reasoning techniques to underpin an autonomous framework for cloud application platforms.  ...  In this context, the application of intelligent approaches to Autonomic Clouds may offer promising opportunities.  ...  Querying over the RDF stream allows the autonomic manager to detect if there are too many messages in the queue, and to identify execution time violations.  ... 
doi:10.1186/s13677-014-0013-5 fatcat:77lksagfjba6bibgfpw3gbwsru

An overview of the commercial cloud monitoring tools: research dimensions, design issues, and state-of-the-art

Khalid Alhamazani, Rajiv Ranjan, Karan Mitra, Fethi Rabhi, Prem Prakash Jayaraman, Samee Ullah Khan, Adnene Guabtni, Vasudha Bhatnagar
2014 Computing  
Hence, cloud monitoring tools can assist a cloud providers or application developers in: (i) keeping their resources and applications operating at peak efficiency; (ii) detecting variations in resource  ...  and application performance; (iii) accounting the Service Level Agreement (SLA) violations of certain QoS parameters; and (iv) tracking the leave and join operations of cloud resources due to failures  ...  network) related to multimedia streaming application are distributed across cloud layers including PaaS and IaaS.  ... 
doi:10.1007/s00607-014-0398-5 fatcat:ygnpzhherbgrxd6osxezq7fixa

Window Based State Monitoring in Cloud Datacenter using VM Concept

Bhaswati Hazarika, Thoudam Johnson Singh, Hasan Al Saedy
2015 Procedia Computer Science  
In this work, we will keep track of the violation in processing a user request and the CPU utilization during the completion of the task.  ...  This will play a major role in avoiding the performance degradation encountered by a VM.  ...  While these work study supporting different operators, e.g., top-k and sums, over distributed data streams with guaranteed error bounds, we aim at detecting whether an aggregate of distributed monitored  ... 
doi:10.1016/j.procs.2015.10.053 fatcat:rl3ojtd5rrctpoz2fxh4vcgyaq

Signal and information processing in mobile cloud computing: Trends and challenges

Chia-Yu Lin, Li-Chun Wang
2015 2015 International Conference on Computing, Networking and Communications (ICNC)  
Besides, we discuss the trend and challenges of combining the mobile as well as multi-sensing fusion technology and signal and information processing in mobile cloud computing in great detail.  ...  In this paper, we propose a mobile and multi-sensing fusion platform to integrate the unstructured streaming sensing data collecting as well as processing technology and build a QoS (quality of service  ...  In the cloud servers, support vector machinebased (SVM-based) intelligent clustering algorithm is designed and implemented in parallel to decide whether users are falling down as shown in Fig. 11(b) .  ... 
doi:10.1109/iccnc.2015.7069417 dblp:conf/iccnc/LinW15 fatcat:pyz5dxeehbegni6jav3k2sageq

Signal and Information Processing in Mobile Cloud Computing: Trends and Challenges

Chia-Yu Lin, Li-Chun Wang
2015 Journal of Communications  
Besides, we discuss the trend and challenges of combining the mobile as well as multi-sensing fusion technology and signal and information processing in mobile cloud computing in great detail.  ...  In this paper, we propose a mobile and multi-sensing fusion platform to integrate the unstructured streaming sensing data collecting as well as processing technology and build a QoS (quality of service  ...  In the cloud servers, support vector machinebased (SVM-based) intelligent clustering algorithm is designed and implemented in parallel to decide whether users are falling down as shown in Fig. 11(b) .  ... 
doi:10.12720/jcm.10.9.659-665 fatcat:cnpjf6axszaltdb5z5ryce6mre

Towards Cross-Layer Monitoring of Multi-Cloud Service-Based Applications [chapter]

Chrysostomos Zeginis, Kyriakos Kritikos, Panagiotis Garefalakis, Konstantina Konsolaki, Kostas Magoutis, Dimitris Plexousakis
2013 Lecture Notes in Computer Science  
Cloud computing is becoming a popular platform to deliver service-based applications (SBAs) based on service-oriented architecture (SOA) principles.  ...  (infrastructure, platform, application, service, etc.) in a coordinated manner are challenges for the research community.  ...  We thankfully acknowledge the support of the PaaSage (FP7-317715) EU project.  ... 
doi:10.1007/978-3-642-40651-5_16 fatcat:3wvofz2iybad5hxdynqvadukxm

Detecting Malware Infection on Infrastructure Hosted in Iaas Cloud using Cloud Visibility and Forensics

Lama Almadhoor, A. A. bd El-Aziz, Hedi Hamdi
2021 International Journal of Advanced Computer Science and Applications  
Keywords-Malware attacks; infrastructure as a service (IaaS); amazon web services (AWS); malware detection; cloud forensics; visibility (  ...  security for granted.  ...  IaaS cloud is the most flexible model. Users have more choices when it comes to performing IDS over this infrastructure.  ... 
doi:10.14569/ijacsa.2021.01206106 fatcat:qax2cwnuzfckriaypux6rs6r2y

BPM in the Cloud: The BOC Case [chapter]

Alexander Gunka, Harald Kuehn, Stepan Seycek
2016 SpringerBriefs in Applied Sciences and Technology  
In case of detected violations another cloud provider would be selected and the application should be re-deployed to the new provider.  ...  Based on the requirements gathered, a risk-driven framework for decision support [3] , a methodology for eliciting risk, cost and quality aspects in multi-Cloud environments [5, 6] , and a prototype  ...  The images or other third party material in this chapter are included in the work's Creative Commons license, unless indicated otherwise in the credit line; if such material is not included in the work's  ... 
doi:10.1007/978-3-319-46031-4_13 fatcat:cvwmkyap25htrpcrg2as5526hu

Towards a framework for monitoring cloud application platforms as sensor networks

Rustem Dautov, Iraklis Paraskakis, Mike Stannett
2014 Cluster Computing  
of a monitoring framework so as to detect and react to SLA violations.  ...  With the continued growth in software environments on cloud application platforms, self-management at the PaaS level has become a pressing concern, and the runtime monitoring, analysis and detection of  ...  Acknowledgements The authors would like to thank Dimitrios Kourtesis for his valuable suggestions and comments on the contents of the paper.  ... 
doi:10.1007/s10586-014-0389-5 fatcat:upeuk4usbreszja7hwlr226d7q

PaaS-IaaS Inter-Layer Adaptation in an Energy-Aware Cloud Environment

Karim Djemame, Raimon Bosch, Richard Kavanagh, Pol Alvarez, Jorge Ejarque, Jordi Guitart, Lorenzo Blasi
2017 IEEE Transactions on Sustainable Computing  
It presents a novel method based on steering information and decision taking to trigger the PaaS and IaaS layers to adapt their energy mode in service operation, therefore enabling the Cloud stack to actively  ...  This paper argues energy gains can be obtained by creating a cooperation between the PaaS layer (in charge of hosting the application/service) and the IaaS layer (in charge of handling the computing resources  ...  Thanks to ATC Greece for providing the SocialSensor application and TU Berlin for their technical support.  ... 
doi:10.1109/tsusc.2017.2719159 dblp:journals/tsusc/DjemameBKAEGB17 fatcat:6qy2vweov5fyzn62yk2r3vb4bu

Data management research at the technical university of crete

Stavros Christodoulakis, Minos Garofalakis, Euripides G.M. Petrakis, Antonios Deligiannakis, Vasilis Samoladas, Ekaterini Ioannou, Odysseas Papapetrou, Stelios Sotiriadis
2014 SIGMOD record  
At last, PaaS could be seen as an outgrowth of SaaS, wherein applications are available in a development platform environment where users could implement their own cloud based solutions.  ...  Initially, IaaS is related to active and virtualized services that scale dynamically while SaaS refers to applications that are already hosted in cloud datacenters.  ... 
doi:10.1145/2590989.2590999 fatcat:ithsznixnzcafdkbnsuagqo5aa

Cross-Layer Multi-Cloud Real-Time Application QoS Monitoring and Benchmarking As-a-Service Framework

Khalid Alhamazani, Rajiv Ranjan, Prem Prakash Jayaraman, Karan Mitra, Fethi Rabhi, Dimitrios Georgakopoulos, Lizhe Wang
2015 IEEE Transactions on Cloud Computing  
This paper proposes, develops and validates CLAMBS:Cross-Layer Multi-Cloud Application Monitoring and Benchmarking as-a-Service for efficient QoS monitoring and benchmarking of cloud applications hosted  ...  This has led to the proliferation of business critical applications that leverage various cloud platforms.  ...  applications operating at peak efficiency; II. detecting variations in service and application performance; III. accounting the SLA violations of certain QoS parameters; and IV.tracking the leave and  ... 
doi:10.1109/tcc.2015.2441715 fatcat:ixlxbede3rglnh7emtmhnhtg6q
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