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    Cloud manufacturing service selection optimization and scheduling with transportation considerations: mixed-integer programming models

    , Article International Journal of Advanced Manufacturing Technology ; Volume 95, Issue 1-4 , 2018 , Pages 43-70 ; 02683768 (ISSN) Akbaripour, H ; Houshmand, M ; van Woensel, T ; Mutlu, N ; Sharif University of Technology
    Springer London  2018
    Abstract
    Cloud manufacturing is an emerging service-oriented manufacturing paradigm that integrates and manages distributed manufacturing resources through which complex manufacturing demands with a high degree of customization can be fulfilled. The process of service selection optimization and scheduling (SSOS) is an important issue for practical implementation of cloud manufacturing. In this paper, we propose new mixed-integer programming (MIP) models for solving the SSOS problem with basic composition structures (i.e., sequential, parallel, loop, and selective). Through incorporation of the proposed MIP models, the SSOS with a mixed composition structure can be tackled. As transportation is... 

    A push-pull network coding protocol for live peer-to-peer streaming

    , Article Computer Networks ; Volume 130 , 2018 , Pages 145-155 ; 13891286 (ISSN) Ayatollahi, H ; Khansari, M ; Rabiee, H. R ; Sharif University of Technology
    Elsevier B.V  2018
    Abstract
    In this paper, we propose a new peer-to-peer (P2P) video streaming protocol which presents an implementation of network coding with a new caching mechanism. It employs a push-pull mechanism for sending the video chunks between peers. More specifically, this push-pull mechanism gives priority to the video chunks according to their video layers. The video base layer is transmitted through a pushing mechanism while the enhancement layers employ a pulling mechanism. Moreover, in the network coding algorithm of this protocol, we introduce a caching mechanism to improve the network's performance as well as the video streaming quality. The comprehensive simulations show that the proposed protocol... 

    Exact solution for elliptic localization in distributed MIMO radar systems

    , Article IEEE Transactions on Vehicular Technology ; Volume 67, Issue 2 , February , 2018 , Pages 1075-1086 ; 00189545 (ISSN) Amiri, R ; Behnia, F ; Maleki Sadr, M. A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2018
    Abstract
    Elliptic localization is a range-based positioning technique exploiting multiple transmitter-receiver pairs, each of which provides separate bistatic range (BR) measurements. In this paper, a novel computationally efficient solution for locating a single target from BR measurements in distributed MIMO radar systems is proposed. Due to nonconvex nature of the associated maximum likelihood (ML) estimation problem, its globally optimal solution is difficult to obtain. We first reformulate the ML estimation as a nonconvex constrained weighted least squares problem. Owing to special structure of the resulting problem, it is recast as a convex problem, whose exact solution can be obtained in... 

    DuCNoC: a high-throughput FPGA-based NoC simulator using dual-clock lightweight router micro-architecture

    , Article IEEE Transactions on Computers ; Volume 67, Issue 2 , February , 2018 , Pages 208-221 ; 00189340 (ISSN) Mardani Kamali, H ; Zamiri Azar, K ; Hessabi, S ; Sharif University of Technology
    IEEE Computer Society  2018
    Abstract
    On-chip interconnections play an important role in multi/many-processor systems-on-chip (MPSoCs). In order to achieve efficient optimization, each specific application must utilize a specific architecture, and consequently a specific interconnection network. For design space exploration and finding the best NoC solution for each specific application, a fast and flexible NoC simulator is necessary, especially for large design spaces. In this paper, we present an FPGA-based NoC co-simulator, which is able to be configured via software. In our proposed NoC simulator, entitled DuCNoC, we implement a Dual-Clock router micro-architecture, which demonstrates 75x-350x speed-up against BOOKSIM.... 

    Comparison of nonlinear filtering techniques for inertial sensors error identification in INS/GPS integration

    , Article Scientia Iranica ; Volume 25, Issue 3B , 2018 , Pages 1281-1295 ; 10263098 (ISSN) Kaviani, S ; Salarieh, H ; Alasty, A ; Abediny, M ; Sharif University of Technology
    Sharif University of Technology  2018
    Abstract
    Nonlinear filtering techniques are used to fuse the Global Positioning System (GPS) with Inertial Navigation System (INS) to provide a robust and reliable navigation system with a performance superior to that of either INS or GPS alone. Prominent nonlinear estimators in this field are Kalman Filters (KF) and Particle Filters (PF). The main objective of this research is the comparative study of the well-established filtering methods of EKF, UKF, and PF based on EKF and UKF in an INS-GPS integrated navigation system. Different features of INS-GPS integrated navigation methods in the state estimation, bias estimation, and bias/scale factor estimation are investigated using these four filtering... 

    Semantic partitioning of peer-to-peer search space

    , Article Computer Communications ; Volume 32, Issue 4 , 2009 , Pages 619-633 ; 01403664 (ISSN) Rostami, H ; Habibi, J ; Livani, E ; Sharif University of Technology
    2009
    Abstract
    Peer-to-peer (P2P) networks are beginning to form the infrastructure of future applications. Computers are organized in P2P overlay networks to facilitate search queries with reasonable cost. So, scalability is a major aim in design of P2P networks. In this paper, to obtain a high factor of scalability, we partition network search space using a consistent static shared upper ontology. We name our approach semantic partition tree (SPT). All resources and queries are annotated using the upper ontology and queries are semantically routed in the overlay network. Also, each node indexes addresses of other nodes that possess contents expressible by the concept it maintains. So, our approach can be... 

    Using geometrical routing for overlay networking in MMOGs

    , Article Multimedia Tools and Applications ; Volume 45, Issue 1-3 , 2009 , Pages 61-81 ; 13807501 (ISSN) Hariri, B ; Pakravan, M. R ; Shirmohammadi, S ; Alavi, M. H ; Sharif University of Technology
    2009
    Abstract
    At a first glance, transmitting update information to a geographic region in the virtual space seems to be an attractive primitive in Massively Multiplayer Online Gaming (MMOG) applications where players are constantly moving and need to send updates to their neighbors who are in the same region of the virtual space. The system would become more scalable if entities did not need to keep track of each other or send messages directly to one another. Rather, an entity could just send a message to a specific region in the virtual space (its area of effect), as opposed to sending packets to specific IP addresses, significantly reducing tracking and routing overhead. Fundamentally speaking, update... 

    XYX: a power & performance efficient fault-tolerant routing algorithm for network on chip

    , Article Proceedings of the 17th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2009, 18 February 2009 through 20 February 2009, Weimar ; 2009 , Pages 245-251 ; 9780769535449 (ISBN) Patooghy, A ; Miremadi, G ; Sharif University of Technology
    2009
    Abstract
    Reliability is one of the main concerns in the design of network on chips due to the use of deep-sub micron technologies in fabrication of such products. This paper proposes a fault-tolerant routing algorithm called XYX which is based on sending redundant packets through the paths with lower traffic loads. The XYX routing algorithm makes a redundant copy of each packet at the source node and exploits two different routing algorithms to route the original and the redundant packets. Since two copies of each packet reach the destination node, the erroneous packet is detected and replaced with the correct one. Due to the use of paths with lower traffic rates for sending redundant packets and... 

    A fast and reliable multi-sender algorithm for peer-to-peer networks

    , Article Journal of Network and Computer Applications ; Volume 32, Issue 3 , 2009 , Pages 733-740 ; 10848045 (ISSN) Firooz, M. H ; Nasiri Avanaki, A. R ; Pakravan, M. R ; Ronasi, K ; Sharif University of Technology
    2009
    Abstract
    Due to special constraints in peer-to-peer (P2P) networks (such as bandwidth limitation) and because of their highly dynamic characteristics, a single node cannot provide a reliable multimedia stream to the receivers. Several multi-sender algorithms are proposed to reliably deliver a media stream to the receiver through the intrinsically unreliable P2P networks. Based on upload bandwidths and availability of peers as well as the bandwidths of the links connecting the senders and the receiver, PROMISE selects a set of active senders to maximize the expected bit-rate delivered to the receiver. By careful investigation of PROMISE, in this paper, we present why and how it deviates from finding... 

    Polynomial-time fence insertion for structured programs

    , Article 33rd International Symposium on Distributed Computing, DISC 2019, 14 October 2019 through 18 October 2019 ; Volume 146 , 2019 ; 18688969 (ISSN); 9783959771269 (ISBN) Taheri, M ; Pourdamghani, A ; Lesani, M ; Suomela J ; Sharif University of Technology
    Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing  2019
    Abstract
    To enhance performance, common processors feature relaxed memory models that reorder instructions. However, the correctness of concurrent programs is often dependent on the preservation of the program order of certain instructions. Thus, the instruction set architectures offer memory fences. Using fences is a subtle task with performance and correctness implications: using too few can compromise correctness and using too many can hinder performance. Thus, fence insertion algorithms that given the required program orders can automatically find the optimum fencing can enhance the ease of programming, reliability, and performance of concurrent programs. In this paper, we consider the class of... 

    CodedSketch: Coded distributed computation of approximated matrix multiplication

    , Article 2019 IEEE International Symposium on Information Theory, ISIT 2019, 7 July 2019 through 12 July 2019 ; Volume 2019-July , 2019 , Pages 2489-2493 ; 21578095 (ISSN); 9781538692912 (ISBN) Jahani Nezhad, T ; Maddah Ali, M. A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    In this paper, we propose CodedSketch, as a distributed straggler-resistant scheme to compute an approximation of the multiplication of two massive matrices. The objective is to reduce the recovery threshold, defined as the total number of worker nodes that the master node needs to wait for to be able to recover the final result. To exploit the fact that only an approximated result is required, in reducing the recovery threshold, some sorts of pre-compression are required. However, compression inherently involves some randomness that would lose the structure of the matrices. On the other hand, considering the structure of the matrices is crucial to reduce the recovery threshold. In... 

    Distributed arboricity-dependent graph coloring via all-to-all communication

    , Article 46th International Colloquium on Automata, Languages, and Programming, ICALP 2019, 9 July 2019 through 12 July 2019 ; Volume 132 , 2019 ; 18688969 (ISSN); 9783959771092 (ISBN) Ghaffari, M ; Sayyadi, A ; Sharif University of Technology
    Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing  2019
    Abstract
    We present a constant-time randomized distributed algorithms in the congested clique model that computes an O(α)-vertex-coloring, with high probability. Here, α denotes the arboricity of the graph, which is, roughly speaking, the edge-density of the densest subgraph. Congested clique is a well-studied model of synchronous message passing for distributed computing with all-to-all communication: per round each node can send one O(log n)-bit message algorithm to each other node. Our O(1)-round algorithm settles the randomized round complexity of the O(α)-coloring problem. We also explain that a similar method can provide a constant-time randomized algorithm for decomposing the graph into O(α)... 

    IMOS: improved meta-aligner and minimap2 on spark

    , Article BMC Bioinformatics ; Volume 20, Issue 1 , 2019 ; 14712105 (ISSN) Hadadian Nejad Yousefi, M ; Goudarzi, M ; Motahari, A ; Sharif University of Technology
    BioMed Central Ltd  2019
    Abstract
    Background: Long reads provide valuable information regarding the sequence composition of genomes. Long reads are usually very noisy which renders their alignments on the reference genome a daunting task. It may take days to process datasets enough to sequence a human genome on a single node. Hence, it is of primary importance to have an aligner which can operate on distributed clusters of computers with high performance in accuracy and speed. Results: In this paper, we presented IMOS, an aligner for mapping noisy long reads to the reference genome. It can be used on a single node as well as on distributed nodes. In its single-node mode, IMOS is an Improved version of Meta-aligner (IM)... 

    An agent-based model for optimal voltage control and power quality by electrical vehicles in smart grids

    , Article 15th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2018, 20 June 2018 through 22 June 2018 ; Volume 801 , 2019 , Pages 388-394 ; 21945357 (ISSN); 9783319996073 (ISBN) Hadizade, A ; Sharif University of Technology
    Springer Verlag  2019
    Abstract
    The electric power industry is the main part of Science development, and today, with the advent of technology, the demand for electric power has been expanded. On the other hand, smart grids are developing heavily. One of the notable features of these networks is the presence of a plug-in hybrid electric vehicle (PHEV). The addition of these cars to the network has its own advantages and disadvantages. One of the most important issues in smart grids is network management and control of critical system parameters. In this paper the effect of these cars on the grid is investigated. These vehicles impose an increase in production capacity in the uncontrolled charge mode. They also have the... 

    An agent-based model for optimal voltage control and power quality by electrical vehicles in smart grids

    , Article 15th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2018, 20 June 2018 through 22 June 2018 ; Volume 801 , 2019 , Pages 388-394 ; 21945357 (ISSN); 9783319996073 (ISBN) Hadizade, A ; Sharif University of Technology
    Springer Verlag  2019
    Abstract
    The electric power industry is the main part of Science development, and today, with the advent of technology, the demand for electric power has been expanded. On the other hand, smart grids are developing heavily. One of the notable features of these networks is the presence of a plug-in hybrid electric vehicle (PHEV). The addition of these cars to the network has its own advantages and disadvantages. One of the most important issues in smart grids is network management and control of critical system parameters. In this paper the effect of these cars on the grid is investigated. These vehicles impose an increase in production capacity in the uncontrolled charge mode. They also have the... 

    LMI-based cooperative distributed model predictive control for Lipschitz nonlinear systems

    , Article Optimal Control Applications and Methods ; Volume 41, Issue 2 , 2020 , Pages 487-498 Adelipour, S ; Haeri, M ; Sharif University of Technology
    John Wiley and Sons Ltd  2020
    Abstract
    In this paper, a distributed model predictive control is proposed to control Lipschitz nonlinear systems. The cooperative distributed scheme is considered where a global infinite horizon objective function is optimized for each subsystem, exploiting the state and input information of other subsystems. Thus, each control law is obtained separately as a state feedback of all system's states by solving a set of linear matrix inequalities. Due to convexity of the design, convergence properties at each iteration are established. Additionally, the proposed algorithm is modified to optimize only one control input at a time, which leads to a further reduction in the computation load. Finally, two... 

    An agent-based approach for market-based customer reliability enhancement in distribution systems

    , Article 16th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2019, 26 June 2019 through 28 June 2019 ; Volume 1004 , 2020 , Pages 171-176 Ebrahimi, M ; Ebrahimi, M ; Abdi, B ; Sharif University of Technology
    Springer Verlag  2020
    Abstract
    These days, considering the importance of reliability in industries, utilities’ role for preparing high levels of reliability becomes more important. This can be done by adding numbers of switches and Tie switches which impose high expenses to system. These expenditures should be provided by customers. Level of reliability in different points of network is different. So customers which pay more, receive higher level of reliability. If a customer raises its payment, utility change the location of switches in order to raise level of reliability of that customer. all customers change their payment and then utility fixes the switches at a point that all customers reach their favorable... 

    Straggler mitigation in distributed matrix multiplication: fundamental limits and optimal coding

    , Article IEEE Transactions on Information Theory ; Volume 66, Issue 3 , 2020 , Pages 1920-1933 Yu, Q ; Maddah Ali, M. A ; Avestimehr, A. S ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2020
    Abstract
    We consider the problem of massive matrix multiplication, which underlies many data analytic applications, in a large-scale distributed system comprising a group of worker nodes. We target the stragglers' delay performance bottleneck, which is due to the unpredictable latency in waiting for slowest nodes (or stragglers) to finish their tasks. We propose a novel coding strategy, named entangled polynomial code, for designing the intermediate computations at the worker nodes in order to minimize the recovery threshold (i.e., the number of workers that we need to wait for in order to compute the final output). We demonstrate the optimality of entangled polynomial code in several cases, and show... 

    Efficient semantic based search in unstructured peer-to-peer networks

    , Article 2nd Asia International Conference on Modelling and Simulation, AMS 2008, Kuala Lumpur, 13 May 2008 through 15 May 2008 ; 2008 , Pages 71-76 ; 9780769531366 (ISBN) Mashayekhi, H ; Habibi, J ; Rostami, H ; Sharif University of Technology
    2008
    Abstract
    Peer-to-peer networks have gained a tremendous popularity in sharing huge volumes of data. Success of such networks highly depends on the performance of their search algorithm. We propose a semantic based search algorithm for unstructured peer-to-peer networks. In the proposed method we establish ontology based indexes for outgoing links of each node, which are utilized in routing the query through the network. In contrast to available approaches, we maintain limited size indexes and also consider number of documents accessible via each link and the distance between source and destination nodes, to improve the accuracy and efficiency of our algorithm. Our design is scalable and adaptable, to... 

    LOADER: A location-aware distributed virtual environment architecture

    , Article 2008 IEEE International Conference on Virtual Environments, Human-Computer Interfaces, and Measurement Systems, IEEE VECIMS 2008, Istanbul, 14 July 2008 through 16 July 2008 ; 2008 , Pages 97-101 ; 9781424419289 (ISBN) Hariri, B ; Shirmohammadi, S ; Pakravan, M. R ; Sharif University of Technology
    2008
    Abstract
    This article proposes a new architecture for distributed data management and update massage exchange in massively multiuser virtual environments. The key points in the design of such environments are scalability and QoS-aware message delivery. Therefore it requires robust distributed algorithms in a dynamic peer-to-peer system with frequent node arrivals and departures. Our proposed approach is mainly based on distributed hash tables (DHTs) in order to achieve a decentralized system where any participating node can efficiently retrieve the updates associated with a given object. Therefore, the responsibility of maintaining the mapping from names to values is distributed among the nodes in a...