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- research-articleNovember 2024
Fast and Efficient Scaling for Microservices with SurgeGuard
SC '24: Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis on ZZZArticle No.: 97, Pages 1–15https://doi.org/10.1109/SC41406.2024.00103The microservice architecture is increasingly popular for flexible, large-scale online applications. However, existing resource management mechanisms incur high latency in detecting Quality of Service (QoS) violations, and hence, fail to allocate ...
- research-articleAugust 2024
Towards Group-aware Search Success
ICTIR '24: Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information RetrievalPages 123–131https://doi.org/10.1145/3664190.3672526Traditional measures of search success often overlook the varying information needs of different demographic groups. To address this gap, we introduce a novel metric, named Group-aware Search Success (GA-SS). GA-SS redefines search success to ensure that ...
- research-articleJuly 2024
RPL-OFs analysis and dynamic of selection for QoS optimisation of RPL protocol
International Journal of Wireless and Mobile Computing (IJWMC), Volume 27, Issue 1Pages 25–40https://doi.org/10.1504/ijwmc.2024.139633Quality-of-Service (QoS) requirements differ for various IoT applications such as for smart health, reliability is the need, for industry, delay is essential, etc. The Routing-Protocol-for-Low-Power-Lossy-Network (RPL) with Objective Function (OF) is ...
- research-articleApril 2024
Cluster-based energy-efficient routing protocol in next generation sensor networks
International Journal of Grid and Utility Computing (IJGUC), Volume 15, Issue 2Pages 181–197https://doi.org/10.1504/ijguc.2024.137908This paper focuses on optimising energy consumption within Next-Generation Networks (NGNs) during cluster formation, cluster head selection, and routing processes. NGNs, composed of diverse intelligent nodes with varying battery power and computational ...
- research-articleFebruary 2024
Design and implementation of an optimised stochastic vector precoder to improve the spectral efficiency in ultra-dense massive MIMO networks
International Journal of Mobile Network Design and Innovation (IJMNDI), Volume 11, Issue 1Pages 39–48https://doi.org/10.1504/ijmndi.2024.136445The need for low-complexity precoding and the fact that inter-user interference (IUI) lowers spectral efficiency (SE) at user terminals (UTs) make it even more important to find a solution that reduces IUI and increases SE. The research introduces an ...
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- research-articleJanuary 2024
AQINM: an adaptive QoS management framework based on intelligent negotiation and monitoring in cloud
International Journal of Information Technology and Management (IJITM), Volume 23, Issue 1Pages 33–47https://doi.org/10.1504/ijitm.2024.136183More and more federated cloud platforms have been constructed to deal with non-trivial large-scale applications, which typically require certain level of quality-of-service (QoS) guarantee. However, most of existing cloud-oriented QoS solutions are ...
- ArticleMarch 2022
QoS-Aware Complex Event Service Composition and Optimization Using Genetic Algorithms
AbstractThe proliferation of sensor devices and services along with the advances in event processing brings many new opportunities as well as challenges. It is now possible to provide, analyze and react upon real-time, complex events about physical or ...
- research-articleNovember 2021
RIBBON: cost-effective and qos-aware deep learning model inference using a diverse pool of cloud computing instances
SC '21: Proceedings of the International Conference for High Performance Computing, Networking, Storage and AnalysisArticle No.: 24, Pages 1–13https://doi.org/10.1145/3458817.3476168Deep learning model inference is a key service in many businesses and scientific discovery processes. This paper introduces Ribbon, a novel deep learning inference serving system that meets two competing objectives: quality-of-service (QoS) target and ...
- research-articleJuly 2021
SLAQA: Quality-level Aware Scheduling of Task Graphs on Heterogeneous Distributed Systems
ACM Transactions on Embedded Computing Systems (TECS), Volume 20, Issue 5Article No.: 45, Pages 1–31https://doi.org/10.1145/3462776Continuous demands for higher performance and reliability within stringent resource budgets is driving a shift from homogeneous to heterogeneous processing platforms for the implementation of today’s cyber-physical systems (CPSs). These CPSs are ...
- research-articleJanuary 2021
Runtime Software Selection for Adaptive Automotive Systems
ASPDAC '21: Proceedings of the 26th Asia and South Pacific Design Automation ConferencePages 748–752https://doi.org/10.1145/3394885.3431622As automotive systems become more intelligent than ever, they need to handle many functional tasks, resulting in more and more software programs running in automotive systems. However, whether a software program should be executed depends on the ...
- research-articleOctober 2020
Sequoia: enabling quality-of-service in serverless computing
SoCC '20: Proceedings of the 11th ACM Symposium on Cloud ComputingPages 311–327https://doi.org/10.1145/3419111.3421306Serverless computing is a rapidly growing paradigm that easily harnesses the power of the cloud. With serverless computing, developers simply provide an event-driven function to cloud providers, and the provider seamlessly scales function invocations to ...
- research-articleMarch 2020
Improving Memory Efficiency in Heterogeneous MPSoCs through Row-Buffer Locality-aware Forwarding
ACM Transactions on Architecture and Code Optimization (TACO), Volume 17, Issue 1Article No.: 6, Pages 1–26https://doi.org/10.1145/3377149In heterogeneous multicore systems, the memory subsystem plays a critical role, since most core-to-core communications are conducted through the main memory. Memory efficiency has a substantial impact on system performance. Although memory traffic from ...
- research-articleFebruary 2020
Probabilistic analysis of QoS‐aware service composition with explicit environment models
In service composition, quality‐of‐service (QoS) represents a crucial indicator for the policy adoption. Existing composition strategies rarely address the influence of the environment, which may influence QoS and thus lead to sub‐optimal composition ...
- research-articleJanuary 2020
A QoS-enhanced data replication service in virtualised cloud environments
International Journal of Networking and Virtual Organisations (IJNVO), Volume 22, Issue 1Pages 1–16https://doi.org/10.1504/ijnvo.2020.104967In recent cloud systems, data-intensive applications have been widely deployed for solving non-trivial problems, which often involve large amount of dataset. As a standard service for offering data availability and reliability, data replication service ...
- research-articleJanuary 2020
A QoS-aware virtual resource pricing service based on game theory in federated clouds
International Journal of Intelligent Systems Technologies and Applications (IJISTA), Volume 19, Issue 2Pages 191–206https://doi.org/10.1504/ijista.2020.107226Recently, federated cloud platform has become a promising paradigm to provide cloud services for various kinds of users in a distributed manner. To compete for cloud users, it is critically important for each cloud provider to select an optimal price that ...
- research-articleAugust 2019
Joint admission control and beamforming in max–min fairness networks
IET Communications (CMU2), Volume 13, Issue 13Pages 1953–1961https://doi.org/10.1049/iet-com.2019.0024The max–min fairness (MMF) strategy has been widely employed to manage wireless networks since it guarantees fairness among users. However, with a large number of users awaiting service, the network tends to be congested and the quality‐of‐service (QoS) ...
- research-articleApril 2019
A Self-aware Resource Management Framework for Heterogeneous Multicore SoCs with Diverse QoS Targets
ACM Transactions on Architecture and Code Optimization (TACO), Volume 16, Issue 2Article No.: 16, Pages 1–23https://doi.org/10.1145/3319804In modern heterogeneous MPSoCs, the management of shared memory resources is crucial in delivering end-to-end QoS. Previous frameworks have either focused on singular QoS targets or the allocation of partitionable resources among CPU applications at ...
- research-articleJanuary 2019
A QoS-aware resource allocation framework in virtualised cloud environments
International Journal of Networking and Virtual Organisations (IJNVO), Volume 21, Issue 3Pages 336–350https://doi.org/10.1504/ijnvo.2019.103422In cloud platforms, resource allocation service plays an important role for running user applications efficiently. However, current allocation mechanism in many cloud platforms only provides best-effort service for user's jobs, which means that user's ...
- research-articleJanuary 2019
A real-time multi-agent system for cryptographic key generation using imaging-based textural features
International Journal of Information and Communication Technology (IJICT), Volume 14, Issue 4Pages 470–484https://doi.org/10.1504/ijict.2019.101866Traditional network security protocols depend on exchanging the security keys between the network nodes, and thus opposing the network to different classes of security threats. In this paper, a multi-agent system for cryptographic key generation is ...
- research-articleOctober 2018
Performance analysis of relay subset selection schemes for underlay relay‐assisted CRNs
IET Communications (CMU2), Volume 12, Issue 20Pages 2609–2615https://doi.org/10.1049/iet-com.2018.5587In underlay cognitive radio networks (CRNs), secondary users (SUs) are allowed to co‐exist with the primary users at the cost of reduced transmit power in order to satisfy the stringent interference constraint. This obligation reduces the coverage area of ...