• Title/Summary/Keyword: data scheduling

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A Minimal Power Scheduling Algorithm for Low Power Circuit Design

  • Lin, Chi-Ho
    • Proceedings of the IEEK Conference
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    • 2002.07a
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    • pp.212-215
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    • 2002
  • In this paper, we present an intermediate representation CDFG(Control Data Flow Graph) and an efficient scheduling technique for low power circuit design. The proposed CDFG represents control flow, data dependency and such constraints as resource constraints and timing constraints. In the scheduling technique, the constraints are substituted by subgraphs, and then the number of subgraphs is minimized by using the inclusion and overlap relation efficiently. Also, iterative rescheduling process are performed in a minimum bound estimation, starting with the as soon as possible as scheduling result, so as to reduce the power consumption in low power design. The effectiveness of the proposed algorithm has been proven by the experiment with the benchmark examples.

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The Optimal Link Scheduling in Half-Duplex Wireless Mesh Networks Using the Constraint Programming (제약식 프로그래밍을 이용한 일방향 전송 무선 메쉬 네트워크에서의 최적 링크 스케쥴링)

  • Kim, Hak-Jin
    • Journal of Information Technology Applications and Management
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    • v.23 no.2
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    • pp.61-80
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    • 2016
  • The wireless mesh network (WMN) is a next-generation technology for data networking that has the advantage in cost and the flexibility in its construction because of not requiring the infra-structure such as the ethernet. This paper focuses on the optimal link scheduling problem under the wireless mesh network to effectuate real-time streaming by using the constraint programming. In particular, Under the limitation of half-duplex transmission in wireless nodes, this paper proposes a solution method to minimize the makespan in scheduling packet transmission from wireless nodes to the gateway in a WMN with no packet transmission conflicts due to the half-duplex transmission. It discusses the conflicts in packet transmission and deduces the condition of feasible schedules, which defines the model for the constraint programming. Finally it comparatively shows and discusses the results using two constraint programming solvers, Gecode and the IBM ILOG CP solver.

A Study on the Development of Generator Maintenance Scheduling Program Package (발전기 예방정비계획 전산화모형 개발에 관한 연구)

  • Won, Jong-Ryul;Yoon, Yong-Beum;Park, Si-Woo;Nam, Jae-Hyun
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.11
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    • pp.1374-1381
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    • 1999
  • This paper describes development of a package for generator maintenance scheduling program with user-friendly interactive mode. Generator maintenance scheduling is to select desirable maintenance periods of generators in the given interval satisfying reliability or economic criteria. Window-based system for user-friendly mode and Oracle-based database system for efficient data management are established in our package. Reserve rate levelization and LOLP minimization are performed in calculation mode, which is composed of DLL programs. Many graphs and charts are illustrated for the user-analysis. Operation is carried out by day-based unit, not by week. The case study has been conducted with the data of practical KEPCO power system in 1999 and successfully demonstrated its effectiveness.

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Workflow Scheduling Using Heuristic Scheduling in Hadoop

  • Thingom, Chintureena;Kumar R, Ganesh;Yeon, Guydeuk
    • Journal of information and communication convergence engineering
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    • v.16 no.4
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    • pp.264-270
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    • 2018
  • In our research study, we aim at optimizing multiple load in cloud, effective resource allocation and lesser response time for the job assigned. Using Hadoop on datacenter is the best and most efficient analytical service for any corporates. To provide effective and reliable performance analytical computing interface to the client, various cloud service providers host Hadoop clusters. The previous works done by many scholars were aimed at execution of workflows on Hadoop platform which also minimizes the cost of virtual machines and other computing resources. Earlier stochastic hill climbing technique was applied for single parameter and now we are working to optimize multiple parameters in the cloud data centers with proposed heuristic hill climbing. As many users try to priorities their job simultaneously in the cluster, resource optimized workflow scheduling technique should be very reliable to complete the task assigned before the deadlines and also to optimize the usage of the resources in cloud.

A Development of Optimized Train Scheduling Program (열차배열의 최적화 프로그램 개발)

  • Ryu, Sang-Hwan;Kim, Eui-Il;Kim, Kil-Sang
    • Proceedings of the KIEE Conference
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    • 1995.11a
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    • pp.513-515
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    • 1995
  • A computer aided process is inevitable for the optimization of train operation planning. Developing of train diagrams is very important for the train operation planning. In this paper, the user friendly program related to the train scheduling that can be used for the basic data on developing of train diagram is introduced. It can also provide basic data for other train operation plannings, such as Timetabling, Crew Operation Scheduling, etc. It provides the planner with data moving, data changing and zooming functions, and it can assist the user easily produces their optimal solution. All this operations are performed interactively through graphic windows.

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IEEE 802.15.4e TSCH-mode Scheduling in Wireless Communication Networks

  • Ines Hosni;Ourida Ben boubaker
    • International Journal of Computer Science & Network Security
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    • v.23 no.4
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    • pp.156-165
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    • 2023
  • IEEE 802.15.4e-TSCH is recognized as a wireless industrial sensor network standard used in IoT systems. To ensure both power savings and reliable communications, the TSCH standard uses techniques including channel hopping and bandwidth reserve. In TSCH mode, scheduling is crucial because it allows sensor nodes to select when data should be delivered or received. Because a wide range of applications may necessitate energy economy and transmission dependability, we present a distributed approach that uses a cluster tree topology to forecast scheduling requirements for the following slotframe, concentrating on the Poisson model. The proposed Optimized Minimal Scheduling Function (OMSF) is interested in the details of the scheduling time intervals, something that was not supported by the Minimal Scheduling Function (MSF) proposed by the 6TSCH group. Our contribution helps to deduce the number of cells needed in the following slotframe by reducing the number of negotiation operations between the pairs of nodes in each cluster to settle on a schedule. As a result, the cluster tree network's error rate, traffic load, latency, and queue size have all decreased.

Tramsmission Method of Periodic and Aperiodic Real-Time Data on a Timer-Controlled Network for Distributed Control Systems (분산제어시스템을 위한 타이머 제어형 통신망의 주기 및 실시간 비주기 데이터 전송 방식)

  • Moon, Hong-ju;Park, Hong-Seong
    • Journal of Institute of Control, Robotics and Systems
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    • v.6 no.7
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    • pp.602-610
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    • 2000
  • In communication networks used in safety-critical systems such as control systems in nuclear power plants there exist three types of data traffic : urgent or asynchronous hard real-time data hard real-time periodic data and soft real-time periodic data. it is necessary to allocate a suitable bandwidth to each data traffic in order to meet their real-time constraints. This paper proposes a method to meet the real-time constraints for the three types of data traffic simultaneously under a timer-controlled token bus protocol or the IEEE 802.4 token bus protocol and verifies the validity of the presented method by an example. This paper derives the proper region of the high priority token hold time and the target token rotation time for each station within which the real-time constraints for the three types of data traffic are met, Since the scheduling of the data traffic may reduce the possibility of the abrupt increase of the network load this paper proposes a brief heuristic method to make a scheduling table to satisfy their real-time constraints.

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Performance Analysis of Group Scheduling with Look-Ahead Algorithm for Optical Burst Switching Networks (광 버스트 스위칭 네트워크에서 Look-Ahead 알고리즘을 적용한 그룰 스케줄링의 성능 분석)

  • Shin, Jong-Dug;Jang, Won-Seok
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.12B
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    • pp.1037-1043
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    • 2006
  • There has been proposed an algorithm to reduce data burst processing delay in group scheduling in core nodes of optical burst switching networks. Since, in this algorithm, look-up tables containing all the void time information in scheduling windows are generated as soon as the primary group scheduling session terminates, it becomes faster to reassign dropped data bursts to proper voids in different data channels by referring to the tables. The group scheduling with this algorithm showed almost the same channel utilization as the one without using the algorithm but performed a little better in both burst loss probability and wavelength conversion rate. On the other hand, per-burst processing time has been reduced dramatically in the load region of higher than 0.8, showing a factor of 2.1 reduction at 0.9.

A Data Scheduling Algorithm Considering the Request Probability for Data Broadcasting (데이터 방송에서 요청확률을 고려한 데이터 스케줄링 알고리즘)

  • Min, Jae-Ho;Hwang, Joo-Yeon;Paik, Doo-Won
    • Journal of Korea Multimedia Society
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    • v.11 no.3
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    • pp.398-403
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    • 2008
  • Data broadcasting is a mechanism to transmit information to clients in simplex transmission environments. In this mechanism, server transmits to repeat all information to all users and users use a necessary data when the data is transmitted. Therefore users are waiting the necessary data until the data is transmitted. It is important to reduce user's waiting time. Server schedules the data to reduce waiting time. In this paper, we study efficient data scheduling algorithm. The result shows that the performance of the proposed method is increased 13 percent compared to the method considering only request frequency.

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A Resource-Constrained Scheduling Algorithm for High Level Synthesis (상위레벨 회로합성을 위한 자원제한 스케줄링 알고리즘)

  • Hwang In-Jae
    • Journal of the Institute of Convergence Signal Processing
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    • v.6 no.1
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    • pp.39-44
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    • 2005
  • Scheduling for digital system synthesis is assigning each operation in a control/data flow graph(CDFG) to a specific control step without violating precedence relation. It is one of the most important tasks due to its direct influence on the performance of the hardware synthesized. In this paper, we propose a resource-constrained scheduling algorithm. Our algorithm first analyzes the given CDFG to determine the number of functional units of each type, then assigns each operation to a control step while satisfying the constraints. It also tries to improve the solution iteratively by adjusting the number of functional units using the results collected from the previous scheduling. Experiments were performed to test the performance of the proposed algorithm, and results are presented

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