Search Results - "Nikolopoulos, Dimitrios S."
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On Robust Optimal Joint Deployment and Assignment of RAN Intelligent Controllers in O-RANs
Published in IEEE open journal of the Communications Society (2024)“…The open radio access network (O-RAN) architecture is consolidating the concept of software-defined cellular networks beyond 5G networks, mainly through the…”
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Strategies for Energy-Efficient Resource Management of Hybrid Programming Models
Published in IEEE transactions on parallel and distributed systems (01-01-2013)“…Many scientific applications are programmed using hybrid programming models that use both message passing and shared memory, due to the increasing prevalence…”
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3
Mixed-Precision Kernel Recursive Least Squares
Published in IEEE transaction on neural networks and learning systems (01-03-2022)“…Kernel recursive least squares (KRLS) is a widely used online machine learning algorithm for time series predictions. In this article, we present the…”
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Efficient, Dynamic Multi-Task Execution on FPGA-Based Computing Systems
Published in IEEE transactions on parallel and distributed systems (01-03-2022)“…With growing Field Programmable Gate Array (FPGA) device sizes and their integration in environments enabling sharing of computing resources such as cloud and…”
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A taxonomy of task-based parallel programming technologies for high-performance computing
Published in The Journal of supercomputing (01-04-2018)“…Task-based programming models for shared memory—such as Cilk Plus and OpenMP 3—are well established and documented. However, with the increase in parallel,…”
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Revealing DRAM Operating GuardBands Through Workload-Aware Error Predictive Modeling
Published in IEEE transactions on computers (01-11-2021)“…Improving the energy efficiency of DRAMs becomes very challenging due to the growing demand for storage capacity and failures induced by the manufacturing…”
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Power Log'n'Roll: Power-Efficient Localized Rollback for MPI Applications Using Message Logging Protocols
Published in IEEE transactions on parallel and distributed systems (01-06-2022)“…In fault tolerance for parallel and distributed systems, message logging protocols have played a prominent role in the last three decades. Such protocols…”
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FairGV: Fair and Fast GPU Virtualization
Published in IEEE transactions on parallel and distributed systems (01-12-2017)“…Increasingly high performance computing (HPC) application developers are opting to use cloud resources due to higher availability. Virtualized GPUs would be an…”
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Fast and Energy-Efficient OLAP Data Management on Hybrid Main Memory Systems
Published in IEEE transactions on computers (01-11-2019)“…This paper studies the problem of efficiently utilizing hybrid memory systems, consisting of both Dynamic Random Access Memory (DRAM) and novel Non-Volatile…”
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Intra-Node Memory Safe GPU Co-Scheduling
Published in IEEE transactions on parallel and distributed systems (01-05-2018)“…GPUs in High-Performance Computing systems remain under-utilised due to the unavailability of schedulers that can safely schedule multiple applications to…”
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11
A real time metabolomic profiling approach to detecting fish fraud using rapid evaporative ionisation mass spectrometry
Published in Metabolomics (01-12-2017)“…Introduction Fish fraud detection is mainly carried out using a genomic profiling approach requiring long and complex sample preparations and assay running…”
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DStress: Automatic Synthesis of DRAM Reliability Stress Viruses using Genetic Algorithms
Published in 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01-10-2020)“…Failures become inevitable in DRAM devices, which is a major obstacle for scaling down the density of cells in future DRAM technologies. These failures can be…”
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Conference Proceeding -
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Energy-Efficient Hybrid DRAM/NVM Main Memory
Published in 2015 International Conference on Parallel Architecture and Compilation (PACT) (01-10-2015)“…DRAM consumes significant static energy both in active and idle state due to continuous leakage and refresh power. Various byte-addressable non-volatile memory…”
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Conference Proceeding -
14
DEFCON: Generating and Detecting Failure-prone Instruction Sequences via Stochastic Search
Published in 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01-03-2020)“…The increased variability and adopted low supply voltages render nanometer devices prone to timing failures, which threaten the functionality of digital…”
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Conference Proceeding -
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The transprecision computing paradigm: Concept, design, and applications
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01-03-2018)“…Guaranteed numerical precision of each elementary step in a complex computation has been the mainstay of traditional computing systems for many years. This…”
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Conference Proceeding -
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On the Virtualization of CUDA Based GPU Remoting on ARM and X86 Machines in the GVirtuS Framework
Published in International journal of parallel programming (01-10-2017)“…The astonishing development of diverse and different hardware platforms is twofold: on one side, the challenge for the exascale performance for big data…”
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Hybrid address spaces: A methodology for implementing scalable high-level programming models on non-coherent many-core architectures
Published in The Journal of systems and software (01-11-2014)“…•Hybrid address spaces, as a new approach for software on non-coherent many-cores.•Application-specific software-controlled coherence for non-coherent…”
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Error-Resilient Server Ecosystems for Edge and Cloud Datacenters
Published in Computer (Long Beach, Calif.) (01-12-2017)“…The explosive growth of Internet-connected devices that form the Internet of Things and the flood of data they yield require new energy-efficient and…”
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DARE: Data-Access Aware Refresh via spatial-temporal application resilience on commodity servers
Published in The international journal of high performance computing applications (01-01-2018)“…Power consumption and reliability of memory components are two of the most important hurdles in realizing exascale systems. Dynamic random access memory (DRAM)…”
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Expediting assessments of database performance for streams of respiratory parameters
Published in Computers in biology and medicine (01-09-2018)“…A new methodology is proposed to compare database performance for streams of patient respiratory data from patients in an intensive care unit. New metrics are…”
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