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Data Placement in Era of Cloud Computing: a Survey, Taxonomy and Open Research Issues

Avinash Kaur, Pooja Gupta, Manpreet Singh, Anand Nayyar
2019 Scalable Computing : Practice and Experience  
This paper provides a complete survey and analyses of existing data placement schemes proposed in literature for cloud computing.  ...  In cloud computing, data placement is a critical operation performed as part of workflow management and aims to find the best physical machine to place the data.  ...  So making the data evenly and considerably distributed among these storage devices is also an important task [4] . • Data placement of data intensive jobs is major challenge in cloud environment.  ... 
doi:10.12694/scpe.v20i2.1530 fatcat:oqvuu2yqvnauhgpwtadmhn25ee

An enhanced active caching strategy for data-intensive computations in distributed GIS

Shaoming Pan, Yanwen Chong, Zhengquan Xu, Xicheng Tan
2017 Journal of Supercomputing  
Caching can prepare data for computational tasks in advance by tracking the requirements and behaviors of distributed geographical information systems to reduce network latency and improve computational  ...  This paper presents an enhanced method to actively cache data for data-intensive computations that considers both data relationships and the timeliness of those relationships.  ...  SAST201425) and "CAST Innovation Fund": the Study of Agent and Cloud-Based Spatial Big Data Service Chain.  ... 
doi:10.1007/s11227-017-2012-z fatcat:3jagnrvk6rhdzgkafhush7kbla

Scientific workflows: Past, present and future

Malcolm Atkinson, Sandra Gesing, Johan Montagnat, Ian Taylor
2017 Future generations computer systems  
This special issue and our editorial celebrate 10 years of progress with data-intensive or scientific workflows.  ...  There have been very substantial advances in the representation of workflows and in the engineering of workflow management systems (WMS).  ...  They have been and remain vital for WORKS success. We are grateful for the contributions of the authors and reviewers of this special issue and the editors of Future Generation Computing Systems.  ... 
doi:10.1016/j.future.2017.05.041 fatcat:j6ofz4kjjbdgdjmnsnj3fe63ju

Distributive justice in network communications

Gautam Raj Moktan, Jukka Manner
2019 International Journal of Communication Networks and Distributed Systems  
Also, giving service to the job with the shortest-remaining-processing-time (SRPT) is an optimal [30] strategy in minimizing the mean response time.  ...  for single computation of that bit in modern wireless devices [25] .  ... 
doi:10.1504/ijcnds.2019.102987 fatcat:qffi4du2n5dwlmrqpf26rm6veq

Multihoming aware optimization mechanism

Bruno Sousa, Kostas Pentikousis, Marilia Curado
2015 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM)  
Multihoming is an important aspect in computer networks.  ...  Bruno Sousa, Kostas Pentikousis, Marilia Curado, "Evaluation of Ubiquity Support in Mobile Computing Systems", in Springer Handbook "Resource Management in Mobile Computing Environments", 2013.  ...  Downloadable d t "Copy (data) from one computer system to another or to a disk."  ... 
doi:10.1109/inm.2015.7140437 dblp:conf/im/SousaPC15 fatcat:mexhxgjbkvd3foptgzuqubwpuq

Optimising data centre operation by removing the transport bottleneck

Tobias Moncaster, Apollo-University Of Cambridge Repository, Apollo-University Of Cambridge Repository, Jon Crowcroft
2018
Data centres rely on TCP, a transport protocol that was originally designed for use in the Internet.  ...  The power of modern data centres is in combining commodity off-the-shelf server hardware and network equipment to provide what Google's Barrosso and Ho ̈lzle describe as "warehouse scale" computers.  ...  in [5] to an exponential distribution.  ... 
doi:10.17863/cam.21686 fatcat:wgjfaan5ivcc5bydgchqbqurnq

2013 Doctoral Workshop on Distributed Systems

Peter Kropf, Hugues Mercier, Pascal Felber, Torsten Braun, Pierre Kuonen
2013
The Doctoral Workshop on Distributed Systems was held at Les Planssur-Bex, Switzerland, from June 26-28, 2013.  ...  We also describe the developed CCN simulation framework for OM-NeT++, a discrete event-based network simulator, to evaluate CCN in large mobile networks.  ...  This work is an on-going research that primarily focus on effective ways to offer technical guarantees for data durability.  ... 
doi:10.7892/boris.44127 fatcat:qshy6fp55fefnasecfplivatvu

Compilation-assisted performance acceleration for data analytics

Craig Mustard
2020
Using network processors for analytics requires re-designing how existing systems compile and execute data processing tasks.  ...  Jumpgate can already improve performance by 1.12-3x on industry standard benchmarks, and paves the way for adopting network processors for data analytics tasks. (2) Analytics systems often process similar  ...  Data intensive programs can be long running and expensive to execute, so it can In distributed data processing systems, cross program memoization (CPM) can yield significant gains.  ... 
doi:10.14288/1.0394560 fatcat:nqwrotqwm5arle7wdzyofu7n6e

Communications network traffic data:technical and legal aspects [article]

Fischer, JC (Hans), Smits, JM (Jan), Eijk, NANM (Nico) Van
2010
Irmer, Standardization in the changing world of telecommunications. In Economic Commission for Europe, The telecommunications industry: Growth and structural change, New York: United Nations 1987.  ...  We are looking for an objective standard to identify traffic data in the digital data cloud.  ...  We opt for the second strategy, and there is another argument in support of this.  ... 
doi:10.6100/ir689860 fatcat:e5n5q6lc5fep7cirdk6apaylny

Operating System and Network Co-Design for Latency-Critical Datacenter Applications

Evangelos Marios Kogias
2020
For that I would like to thank all my students both as a POCS TA and the ones that did projects with me.  ...  Adrien has always been there to discuss anything with his great ability to be direct, caring, and judgemental at the same time, while knowing which attribute of his to use in which discussion.  ...  Ricardo broadened my cloud horizons serving as my mentor during my MSR internship and taught me how to be a team player in a big project.  ... 
doi:10.5075/epfl-thesis-7108 fatcat:a23sguk7urf6jcd5odzgmx7w7q