• Title/Summary/Keyword: queue scheduling

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WRR Cell Scheduling Algorithm of BSW structure (BSW구조의 셀 스케쥴링 알고리즘)

  • 조해성;임청규;전병실
    • Journal of the Korea Society of Computer and Information
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    • v.5 no.3
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    • pp.119-125
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    • 2000
  • A network of Asynchronous Transfer Mode (ATM) will be required to carry the traffics(CVR, VBR, UBR, ABR) generated by a wide range of services. The algorithm of WRR cell multiplexing is designed to serve no only CBR, VBR traffic but also ABR, UBR traffic in ATM. BSW algorithm was Proposed to carry on manage buffer efficiently at implementing of WRR scheduler. But, BSW a1gorithm cause serious degradation to the weight of each VC and the ratio of scheduler throughput because it allocates more weight than the weight allocated actually in VC and because it could not serve cell if the VC queue is empty. In this paper, we propose the WRR scheduling algorithm of BSW structure which improves the cell service ratio and cell delay. The proposed algorithm is capable of maintaining an allocated VC's weight correctly and decrease of average cell delay by serving other VC cell when empty in each VC queue and increase of cell service ratio as a whole.

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8-heap* : A fast 8-ary implicit Priority queue (8-힢*: 빠른 8-원 묵시 우선순위 큐)

  • Jung, Hae-jae
    • The KIPS Transactions:PartA
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    • v.11A no.3
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    • pp.213-216
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    • 2004
  • Proirity queues(PQ) can be used in applications such as scheduling or sorting. The data structures for PQ can be constructed with or without pointers. The implicit representation without pointers uses less memory space than pointer-based representation. It if shown that a 2-heap, a traditional Implicit PQ based on a binary tree, is slower than an f-heap based on a 8-ary tree. This is because 8-heap utilizes cache memory more efficiently This paper presents a novel fast implicit heap called 8-heap* which is easier to implement. Experimental results show that the 8-heap* is faster than 8-heap as well as 2-heap.

Electricity Cost Minimization for Delay-tolerant Basestation Powered by Heterogeneous Energy Source

  • Deng, Qingyong;Li, Xueming;Li, Zhetao;Liu, Anfeng;Choi, Young-june
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.12
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    • pp.5712-5728
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    • 2017
  • Recently, there are many studies, that considering green wireless cellular networks, have taken the energy consumption of the base station (BS) into consideration. In this work, we first introduce an energy consumption model of multi-mode sharing BS powered by multiple energy sources including renewable energy, local storage and power grid. Then communication load requests of the BS are transformed to energy demand queues, and battery energy level and worst-case delay constraints are considered into the virtual queue to ensure the network QoS when our objective is to minimize the long term electricity cost of BSs. Lyapunov optimization method is applied to work out the optimization objective without knowing the future information of the communication load, real-time electricity market price and renewable energy availability. Finally, linear programming is used, and the corresponding energy efficient scheduling policy is obtained. The performance analysis of our proposed online algorithm based on real-world traces demonstrates that it can greatly reduce one day's electricity cost of individual BS.

A Scheme to Support a Low-delay Multicast Service on Differentiated Services Network (차별화 서비스 망에서 low-delay 멀티캐스트 서비스 제공 방안)

  • 문영성;조승윤;정병철
    • Journal of Internet Computing and Services
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    • v.2 no.2
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    • pp.23-36
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    • 2001
  • To support real-time multicast, the existing DS network may use the EF PHB for transmission, However, because of the dynamic characteristics of the multicast flow and the features of the EF PHB. it is very difficult to make a provision of resources or to manage the network when EF multicast flows increase, Also, the existing LBE PHB can not guarantee the transmission delay bounds required for the real-time multicast traffic, In this paper. a new concept of PHB. namely, low-delay multicast PHB, that may guarantee approximately the per-hop delay is proposed, For the low-delay multicast PHB, router architectures are devised, The queue management algorithm on a low-delay multicast queue and a scheduling method are also devised. This new architecture of the LDM AF class is simple to be implemented.

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A Model for Analyzing the Performance of Wireless Multi-Hop Networks using a Contention-based CSMA/CA Strategy

  • Sheikh, Sajid M.;Wolhuter, Riaan;Engelbrecht, Herman A.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.5
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    • pp.2499-2522
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    • 2017
  • Multi-hop networks are a low-setup-cost solution for enlarging an area of network coverage through multi-hop routing. Carrier sense multiple access with collision avoidance (CSMA/CA) is frequently used in multi-hop networks. Multi-hop networks face multiple problems, such as a rise in contention for the medium, and packet loss under heavy-load, saturated conditions, which consumes more bandwidth due to re-transmissions. The number of re-transmissions carried out in a multi-hop network plays a major role in the achievable quality of service (QoS). This paper presents a statistical, analytical model for the end-to-end delay of contention-based medium access control (MAC) strategies. These strategies schedule a packet before performing the back-off contention for both differentiated heterogeneous data and homogeneous data under saturation conditions. The analytical model is an application of Markov chain theory and queuing theory. The M/M/1 model is used to derive access queue waiting times, and an absorbing Markov chain is used to determine the expected number of re-transmissions in a multi-hop scenario. This is then used to calculate the expected end-to-end delay. The prediction by the proposed model is compared to the simulation results, and shows close correlation for the different test cases with different arrival rates.

Service Class Priority Controlled DBA Scheduling Method and Performance Evaluation in Ethernet PONs (Ethernet PONs에서 서비스 클래스별 전송 우선순위를 적용한 DBA 스케쥴링 방식 및 성능 분석)

  • Nam Yoon-Seok
    • The KIPS Transactions:PartC
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    • v.12C no.5 s.101
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    • pp.679-686
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    • 2005
  • Because EPON access network shares a medium and aggregates the traffic from EPON subscribers, scheduling media access control on EPON bandwidth allocation is very important. Furthermore DBA mechanism of EPON based on TDMA is out of specification and up to implementation. This paper deals with a DBA method to guarantee the QoS of the delay sensitive traffic on the base of best-effort service and delay priority queue management. The proposed method performs virtual scheduling algorithm for the integrated traffic. It uses the same MAC messages and tries to guarantee the QoS of higher priority traffic first with a simple DBA architecture. We evaluate the algorithm for traffic delay according to polling interval and traffic load of upstream and downstream. The results show that the proposed method can guarantee the QoS of the delay sensitive traffic with priority of the service classes.

A Hierarchical Deficit Round-Robin Algorithm for Packet Scheduling (패킷 스케쥴링을 위한 결손 보완 계층적 라운드로빈 알고리즘)

  • Pyun Kihyun;Cho Sung-Ik;Lee Jong-Yeol
    • Journal of KIISE:Information Networking
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    • v.32 no.2
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    • pp.147-155
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    • 2005
  • For the last several decades, many researches have been performed to distribute bandwidth fairly between sessions. In this problem, the most important challenge is to realize a scalable implementation and high fairness simultaneously. Here high fairness means that bandwidth is distributed fairly even in short time intervals. Unfortunately, existing scheduling algorithms either are lack of scalable implementation or can achieve low fairness. In this paper, we propose a scheduling algorithm that can achieve feasible fairness without losing scalability. The proposed algorithm is a Hierarchical Deficit Round-Robin (H-DRR). While H-DRR requires a constant time for implementation, the achievable fairness is similar to that of Packet-by-Packet Generalized Processor Sharing(PGPS) algorithm. PGPS has worse scalability since it uses a sorted-priority queue requiring O(log N) implementation complexity where N is the number of sessions.

Packet Scheduling Algorithm for QoS Enhancement in WBAN (WBAN 환경에서 QoS 향상을 위한 패킷 스케줄링 알고리즘)

  • Kim, JiWon;Kim, Jinhyuk;Choi, SangBang
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.12
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    • pp.99-108
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    • 2014
  • WBAN(Wireless Body Area Network) is network to support medical and non-medical services. It is susceptible to loss and delay of data. WBAN is required to satisfy many kinds of demands such as a variety of data rate and a data priority for providing various service. In this paper scheduling algorithm, considering a data priority and transmission delay time, is proposed to improve service quality of WBAN. The proposed algorithm operates by allocating a channel to a flow with longer transmission delay. When a packet, in a queue of herb, is left within a certain period, the packet is assigned a channel and transmitted according to a data priority. Through the comparison with other existing scheduling algorithms, it is confirmed that QoS is improved due to higher arrival probability of medical data and less delay time in the proposed algorithm.

Thread Block Scheduling for Multi-Workload Environments in GPGPU (다중 워크로드 환경을 위한 GPGPU 스레드 블록 스케줄링)

  • Park, Soyeon;Cho, Kyung-Woon;Bahn, Hyokyung
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.22 no.2
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    • pp.71-76
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    • 2022
  • Round-robin is widely used for the scheduling of large-scale parallel workloads in the computing units of GPGPU. Round-robin is easy to implement by sequentially allocating tasks to each computing unit, but the load balance between computing units is not well achieved in multi-workload environments like cloud. In this paper, we propose a new thread block scheduling policy to resolve this situation. The proposed policy manages thread blocks generated by various GPGPU workloads with multiple queues based on their computation loads and tries to maximize the resource utilization of each computing unit by selecting a thread block from the queue that can maximally utilize the remaining resources, thereby inducing load balance between computing units. Through simulation experiments under various load environments, we show that the proposed policy improves the GPGPU performance by 24.8% on average compared to Round-robin.

The IEEE 802.15.4e based Distributed Scheduling Mechanism for the Energy Efficiency of Industrial Wireless Sensor Networks (IEEE 802.15.4e DSME 기반 산업용 무선 센서 네트워크에서의 전력소모 절감을 위한 분산 스케줄링 기법 연구)

  • Lee, Yun-Sung;Chung, Sang-Hwa
    • Journal of KIISE
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    • v.44 no.2
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    • pp.213-222
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    • 2017
  • The Internet of Things (IoT) technology is rapidly developing in recent years, and is applicable to various fields. A smart factory is one wherein all the components are organically connected to each other via a WSN, using an intelligent operating system and the IoT. A smart factory technology is used for flexible process automation and custom manufacturing, and hence needs adaptive network management for frequent network fluctuations. Moreover, ensuring the timeliness of the data collected through sensor nodes is crucial. In order to ensure network timeliness, the power consumption for information exchange increases. In this paper, we propose an IEEE 802.15.4e DSME-based distributed scheduling algorithm for mobility support, and we evaluate various performance metrics. The proposed algorithm adaptively assigns communication slots by analyzing the network traffic of each node, and improves the network reliability and timeliness. The experimental results indicate that the throughput of the DSME MAC protocol is better than the IEEE 802.15.4e TSCH and the legacy slotted CSMA/CA in large networks with more than 30 nodes. Also, the proposed algorithm improves the throughput by 15%, higher than other MACs including the original DSME. Experimentally, we confirm that the algorithm reduces power consumption by improving the availability of communication slots. The proposed algorithm improves the power consumption by 40%, higher than other MACs.