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Checkpointing as a Service in Heterogeneous Cloud Environments [article]

Jiajun Cao, Matthieu Simonin, Gene Cooperman, Christine Morin
2015 arXiv   pre-print
A non-invasive, cloud-agnostic approach is demonstrated for extending existing cloud platforms to include checkpoint-restart capability.  ...  A uniform mechanism within the cloud itself serves two purposes: (a) direct support for long-running jobs, which would otherwise require a custom fault-tolerant mechanism for each application; and (b)  ...  and several universities as well as other funding bodies (see  ... 
arXiv:1411.1958v2 fatcat:ctg66jjodzex7ho2yeypdwqxka

Checkpointing as a Service in Heterogeneous Cloud Environments

Jiajun Cao, Matthieu Simonin, Gene Cooperman, Christine Morin
2015 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing  
A non-invasive, cloud-agnostic approach is demonstrated for extending existing cloud platforms to include checkpoint-restart capability.  ...  A uniform mechanism within the cloud itself serves two purposes: (a) direct support for long-running jobs, which would otherwise require a custom fault-tolerant mechanism for each application; and (b)  ...  CONCLUSION The Cloud-Agnostic Checkpointing Service demonstrates checkpointing as a service on top of heterogeneous IaaS cloud systems in an environment of multiple heterogeneous clouds.  ... 
doi:10.1109/ccgrid.2015.160 dblp:conf/ccgrid/CaoSCM15 fatcat:mcqijnshwvcoplzcxvh4uh55aa

Fault Tolerance using Adaptive Checkpoint in Cloud–An Approach

J. M., T. Gnanasekaran
2017 International Journal of Computer Applications  
A robust Fault Tolerance strategy is a very critical component of cloud computing to meet the Service Level Objectives in cloud.  ...  In this paper an overview has been provided on various techniques of fault tolerance, dimensional view Checkpoint classification and a dynamically adaptive checkpointing model has beed proposed.  ...  The Service Level Objectives (SLOs) in clouds has the fault tolerant service as an important component. A fault tolerant strategy is required to attain a high level of SLO metrics [3] .  ... 
doi:10.5120/ijca2017915155 fatcat:dlyf67kyrvdqjmxrqx56kqp6t4

A fault-tolerant aware scheduling method for fog-cloud environments

Abdulaziz Alarifi, Fathi Abdelsamie, Mohammed Amoon, Ferdinando Chiacchio
2019 PLoS ONE  
This paper proposes a fault-tolerant scheduling method (FTSM) for allocating services' requests to the most sufficient devices in fog-cloud IoT-based environments.  ...  The high dynamic and heterogeneous nature of devices at the cloud edge causes failures to be a popular event and therefore fault tolerance became indispensable.  ...  In IoT-based environments, as in fog-cloud computing, there is a great number of devices connected to the cloud at its edge.  ... 
doi:10.1371/journal.pone.0223902 pmid:31622419 pmcid:PMC6797101 fatcat:kepgehlnhzga7gf7sc5xz4bjau


Lokendra Gour, Dr. Akhilesh A. Waoo
2020 International Journal of Engineering Applied Sciences and Technology  
Large scale distributed systems encompass heterogeneous computational machines, workloads and sub-systems dispersed diversely across the cloud environment.  ...  To speed up computation in such a situation a fault tolerating infrastructure is implemented by adopting a machine learning approach.  ...  In this scheme, each message received by a process must be recorded in the message log and the process's state is saved as a checkpoint "Jialei et al. (2016)".  ... 
doi:10.33564/ijeast.2020.v05i04.096 fatcat:yflf277oovadfncrfze47ko6zi

Fault Tolerance Based Load Balancing Approach for Web Resources in Cloud Environment

Anju Shukla, Shishir Kumar, Harikesh Singh
2019 ˜The œinternational Arab journal of information technology  
Cloud computing consists group of heterogeneous resources scattered around the world connected through the network.  ...  Since high performance computing is strongly interlinked with geographically distributed service to interact with each other in wide area network, Cloud computing makes the architecture consistent, low-cost  ...  Introduction Cloud computing provides collaboration and sharing of resources especially in three major forms: Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service  ... 
doi:10.34028/iajit/17/2/10 fatcat:jifxngmuo5fctehmada57ayawi

Cloud Service Ranking Using Checkpoint-Based Load Balancing in Real-Time Scheduling of Cloud Computing [chapter]

Mohammad Riyaz Belgaum, Safeeullah Soomro, Zainab Alansari, Muhammad Alam
2018 Advances in Intelligent Systems and Computing  
In achieving the same, one of the applied criteria is checkpoint based load balancing in real time scheduling through which suitable cloud service is chosen from a group of cloud services candidates.  ...  In order to attain ranking, different services are needed to be invoked in the cloud, which is time consuming and wastage of services invocation.  ...  Deployment models Cloud Computing Service models Characteristic s Public Clouds Private Clouds Hybrid Clouds Software as a Service Platform as a Service Infrastructure as a Service  ... 
doi:10.1007/978-981-10-6872-0_64 fatcat:lz5ano7ojzclzhyusqahdbhx6q

Analysis of Effective Load Balancing Techniques in Distributed Environment [chapter]

Anju Shukla, Shishir Kumar, Harikesh Singh
2020 Linked Open Data - Applications, Trends and Future Developments [Working Title]  
The Internet facilitates users to access heterogeneous services and run applications over a distributed environment.  ...  Computational approaches contribute the significance role in various fields such as medical applications, astronomy, and weather science, to perform complex calculations in speedy manner.  ...  In heterogeneous environment, it does not provide prominent results. Therefore, a weight is assigned to each server which represents the priority of selecting a server.  ... 
doi:10.5772/intechopen.91460 fatcat:r5kaw5nbnjd7npnjuycijnstta

Heterogeneous GPU reallocation

James Gleeson, Eyal de Lara
2017 USENIX Workshop on Hot Topics in Cloud Computing  
We outline approaches for upgrading and downgrading GPUs for OpenCL GPGPU workloads, and show how to minimize the chance of cloud operator VM termination by maximizing the heterogeneous environments in  ...  Emerging cloud markets like spot markets and batch computing services scale up services at the granularity of whole VMs.  ...  operator by maximizing the number of heterogeneous environments in which it can run.  ... 
dblp:conf/hotcloud/GleesonL17 fatcat:4yltqnlqq5azxnkawmktf3ppza

Author index

2014 2014 IEEE International Conference on Cluster Computing (CLUSTER)  
for Integrated Multicluster and Multicloud Environments Espinosa, Antonio Job Scheduling in Hadoop with Shared Input Policy and RAMDISK Dong, Bin Parallel Query Evaluation as Scientific Data Service  ...  PCIe 3.0 E El-Sayed, Nosayba Checkpoint/Restart in Practice: When 'Simple is Better' To Checkpoint or Not to Checkpoint: Understanding Energy-Performance-I/O Tradeoffs in HPC Checkpointing Endo  ... 
doi:10.1109/cluster.2014.6968663 fatcat:cgfz2ihyufauljzrlt75me7y3e

Failures in Cloud Computing Data Centers in 3-tier Cloud Architecture

Dilbag Singh, Jaswinder Singh, Amit Chhabra
2012 International Journal of Information Engineering and Electronic Business  
For execution of purposed failover approaches, a cloud simulation environment is established, which the ability to provide high availability to clients in case of disaster/recovery of service nodes.  ...  The purposed failover strategy will work on application layer and provide highly availability for Platform as a Service (PaaS) feature of cloud computing. India.  ...  In this paper homogeneous nodes has been considered for simulation environment, in future work heterogeneous nodes will be used for better results.  ... 
doi:10.5815/ijieeb.2012.03.01 fatcat:43yuqo4gjffc7flek65ov5bajy

Fault Tolerant ACO using Checkpoint in Grid Computing

Tanya Prashar, Nancy Nancy, Dinesh Kumar
2014 International Journal of Computer Applications  
Due to the emerging computing methodology of grid computing over the heterogeneous environment there is a need of hybrid fault tolerant load balancing technique which takes into account the grid scenario  ...  Load Balancing is the process of distributing the workload among the nodes in a grid. The load can be CPU cycles, memory capacity or network load.  ...  LOAD BALANCING Load Balancing is a great challenge for dynamic and heterogeneous, complex grid and cloud computing environment [11] .  ... 
doi:10.5120/17223-7465 fatcat:zhbltlkou5d3vbvah3ua5rjooy

XtreemOS: a Sound Foundation for Cloud Infrastructure and Federations [chapter]

Thilo Kielmann, Guillaume Pierre, Christine Morin
2010 Grids, P2P and Services Computing  
XtreemOS has been designed as a grid operating system, supporting the model of resource sharing among independent administrative domains.  ...  We outline XtreemOS' fundamental properties and how its native VO support can be used to implement cloud infrastructure and cloud federations.  ...  Acknowledgements This work has been supported by the EU IST program as part of the XtreemOS project (contract FP6-033576).  ... 
doi:10.1007/978-1-4419-6794-7_1 dblp:conf/europar/KielmannPM09 fatcat:ogsg47dbwnhvfp3oo4w7skvapa

A systems perspective on GPU computing

Naila Farooqui
2016 Proceedings of the 9th Annual Workshop on General Purpose Processing using Graphics Processing Unit - GPGPU '16  
computing environments.  ...  Over a distinguished career, Regents Professor Karsten Schwan has made significant contributions across a diverse array of topics in computer systems, including operating systems for multi-core platforms  ...  techniques to achieve high system throughput and fairness in distributed GPU environments, as well as enable novel systems software abstractions, such as accelerator-based checkpointing in HPC systems  ... 
doi:10.1145/2884045.2884057 dblp:conf/ppopp/Farooqui16 fatcat:lcxhf6nfsvannnbp5lusxudmmu

Process migration-based computational offloading framework for IoT-supported mobile edge/cloud computing

Abdullah Yousafzai, Ibrar Yaqoob, Muhammad Imran, Abdullah Gani, Rafidah Md Noor
2019 IEEE Internet of Things Journal  
In this paper, we analyze the effect of platform-dependent native applications on computational offloading in edge networks and propose a lightweight process migration-based computational offloading framework  ...  Mobile cloud computing and mobile edge computing (MEC) are emerging technologies that can meet the aforementioned requirements using offloading algorithms.  ...  compared with a typical cloud computing environment [6] , [7] . We use the term "mobile cloud environments" (MCE) to generalize mobile cloud and mobile edge computing (MCC and MEC, respectively).  ... 
doi:10.1109/jiot.2019.2943176 fatcat:7to2d5aqnndthjvx47bzluonoe
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