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Accelerating incast and multicast traffic delivery for data-intensive applications using physical layer optics

Payman Samadi, Varun Gupta, Berk Birand, Howard Wang, Gil Zussman, Keren Bergman
2014 Computer communication review  
We present a control plane architecture to accelerate multicast and incast traffic delivery for data-intensive applications in cluster-computing interconnection networks.  ...  The architecture is experimentally examined by enabling physical layer optical multicasting on-demand for the application layer to achieve non-blocking performance.  ...  In this work, we present a control plane architecture that accelerates multicast and incast data delivery using passive optical modules.  ... 
doi:10.1145/2740070.2631436 fatcat:rlxskzom7rgn5g6ya3j2724eoe

Accelerating incast and multicast traffic delivery for data-intensive applications using physical layer optics

Payman Samadi, Varun Gupta, Berk Birand, Howard Wang, Gil Zussman, Keren Bergman
2014 Proceedings of the 2014 ACM conference on SIGCOMM - SIGCOMM '14  
We present a control plane architecture to accelerate multicast and incast traffic delivery for data-intensive applications in cluster-computing interconnection networks.  ...  The architecture is experimentally examined by enabling physical layer optical multicasting on-demand for the application layer to achieve non-blocking performance.  ...  In this work, we present a control plane architecture that accelerates multicast and incast data delivery using passive optical modules.  ... 
doi:10.1145/2619239.2631436 dblp:conf/sigcomm/SamadiGBWZB14 fatcat:l3gkik2nxrdufgkdn5x4lmg6zq

Software-addressable optical accelerators for data-intensive applications in cluster-computing platforms

P. Samadi, V. Gupta, B. Birand, H. Wang, R. Jensen, G. Zussman, K. Bergman
2014 2014 The European Conference on Optical Communication (ECOC)  
The architecture is experimentally examined on a cluster-computing test-bed by enabling physical layer optical multicasting on-demand for the application layer to achieve non-blocking performance.  ...  We present a control plane architecture to enable software-addressable optical acceleration from the application layer.  ...  Acknowledgements We would like to thank Juniper ne donations to our test-bed and als optical space switch. This work w CIAN NSF ERC under grant EEC-  ... 
doi:10.1109/ecoc.2014.6964117 fatcat:vdj4bur3bjfatarzyglzrteqse

Rethinking the physical layer of data center networks of the next decade

Howard Wang, Yiting Xia, Keren Bergman, T.S. Eugene Ng, Sambit Sahu, Kunwadee Sripanidkulchai
2013 Computer communication review  
We propose an unconventional approach that leverages physical layer photonic technologies to build custom communication devices for accelerating each *-cast pattern, and integrates such devices into an  ...  Not only do big data applications impose heavy bandwidth demands, they also have diverse communication patterns (denoted as *-cast) that mix together unicast, multicast, incast, and all-to-all-cast.  ...  be used to achieve physical layer data-rate-agnostic data duplication.  ... 
doi:10.1145/2500098.2500105 fatcat:cev35shgivhvthg4xiodsertoq

A survey on data center networking for cloud computing

Bin Wang, Zhengwei Qi, Ruhui Ma, Haibing Guan, Athanasios V. Vasilakos
2015 Computer Networks  
Each section of this work discusses and evaluates resolution approaches, and presents the use cases for cloud computing service.  ...  In this paper, we present an overview of data center networks for cloud computing and evaluate construction prototypes based on these issues.  ...  Thus, a recursive DCN has an advantage for traffic-intensive cloud computing workloads such as for big data and CDS.  ... 
doi:10.1016/j.comnet.2015.08.040 fatcat:om742vsrd5bjrb5nyaqrqlxrze

A Survey of Big Data Machine Learning Applications Optimization in Cloud Data Centers and Networks [article]

Sanaa Hamid Mohamed, Taisir E.H. El-Gorashi, Jaafar M.H. Elmirghani
2019 arXiv   pre-print
MapReduce and Hadoop thus introduce innovative, efficient, and accelerated intensive computations and analytics.  ...  However, the increasing traffic between and within the data centers that migrate, store, and process big data, is becoming a bottleneck that calls for enhanced infrastructures capable of reducing the congestion  ...  This work was supported by the Engineering and Physical Sciences Research Council, INTERNET (EP/H040536/1), STAR (EP/K016873/1) and TOWS (EP/S016570/1) projects.  ... 
arXiv:1910.00731v1 fatcat:kvi3br4iwzg3bi7fifpgyly7m4

Datacenter Traffic Control: Understanding Techniques and Tradeoffs

Mohammad Noormohammadpour, Cauligi S. Raghavendra
2018 IEEE Communications Surveys and Tutorials  
To provide quality access to the variety of applications and services hosted on datacenters and maximize performance, it deems necessary to use datacenter networks effectively and efficiently.  ...  In this tutorial paper, we review the general architecture of datacenter networks, various topologies proposed for them, their traffic properties, general traffic control challenges in datacenters and  ...  P2MP data delivery over private dedicated inter-datacenter networks can be considered as a special case of multicasting for which a significant body of work is available including innetwork multicasting  ... 
doi:10.1109/comst.2017.2782753 fatcat:emgtqlh6ubcvzjsfjhkaozgrri

Datacenter Traffic Control: Understanding Techniques and Trade-offs

Mohammad Noormohammadpour, Cauligi S. Raghavendra
2018 Figshare  
To provide quality access to the variety of applications and services hosted on datacenters and maximize performance, it deems necessary to use datacenter networks effectively and efficiently.  ...  In this tutorial paper, we review the general architecture of datacenter networks, various topologies proposed for them, their traffic properties, general traffic control challenges in datacenters and  ...  ACKNOWLEDGEMENT We would like to thank the anonymous reviewers of IEEE Communications Surveys and Tutorials for their valuable comments and suggestions that helped us significantly improve the quality  ... 
doi:10.6084/m9.figshare.5835207.v3 fatcat:hs5wztqvy5dy7jjul3wguaisxe

Datacenter Traffic Control: Understanding Techniques and Trade-offs

Mohammad Noormohammadpour, Cauligi S. Raghavendra
2018 Figshare  
To provide quality access to the variety of applications and services hosted on datacenters and maximize performance, it deems necessary to use datacenter networks effectively and efficiently.  ...  In this tutorial paper, we review the general architecture of datacenter networks, various topologies proposed for them, their traffic properties, general traffic control challenges in datacenters and  ...  ACKNOWLEDGEMENT We would like to thank the anonymous reviewers of IEEE Communications Surveys and Tutorials for their valuable comments and suggestions that helped us significantly improve the quality  ... 
doi:10.6084/m9.figshare.5835207.v1 fatcat:c63xlkvgtbfsfijy3t536nbq3q

Trends in big data analytics

Karthik Kambatla, Giorgos Kollias, Vipin Kumar, Ananth Grama
2014 Journal of Parallel and Distributed Computing  
Data repositories for such applications currently exceed exabytes and are rapidly increasing in size.  ...  us in addressing the massive datasets. • Discussion of software techniques currently employed and future trends to address the applications. a b s t r a c t One of the major applications of future generation  ...  This approach is rooted in requestlevel parallelism of many of the target applications and their data I/O intensive traces best served by NVMs.  ... 
doi:10.1016/j.jpdc.2014.01.003 fatcat:2v52tvp4tff7xh3cma5gdnlxgq

Wang_columbia_0054D_12560.pdf [article]

2017
An instantiation of this architectural framework is presented that enables physical layer data duplication in order to more effectively support reliable group data delivery in the data center.  ...  Compared to the conventional solutions that duplicate data in the network or application layer, this architecture achieves efficient data transmission over the ultra-fast, loss-free, energy-efficient and  ...  Unicast traffic and multicast traffic compete for the optical ports.  ... 
doi:10.7916/d8pr83ht fatcat:ugjhlwntufhmzgki7w3xjhi32m

Measurement-Driven Algorithm and System Design for Wireless and Datacenter Networks

Varun Gupta
2017
The growing number of mobile devices and data-intensive applications pose unique challenges for wireless access networks as well as datacenter networks that enable modern cloud-based services.  ...  In this thesis, we study algorithms and architectures spanning several layers of the networking protocol stack that enable and accelerate novel applications and that are easily deployable and scalable.  ...  We propose a hardware and software system for enabling physical layer optical multicast in datacenter networks using passive optical splitters.  ... 
doi:10.7916/d8gb2gh3 fatcat:3nuw6fof3jeqhbsrlc54m47dfq