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A Version of Delsarte's Linear Program for Constrained systems

A Version of Delsarte's Linear Program for Constrained Syste...

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2023 IEEE international symposium on Information Theory, ISIT 2023

作者： Rameshwar, V. Arvind Kashyap, Navin Indian Institute of Science The Department of Electrical Communication Engineering Bengaluru560012 India

ISBN: (纸本)9781665475549

In this paper, we present numerical upper bounds on the sizes of constrained codes with a prescribed minimum distance. We accomplish this by extending Delsarte's linear program (LP) (Delsarte (1973)) to the setting of constrained codes, with the value of optimal solutions to this LP giving us the desired upper bound, for a fixed constraint. We also describe an equivalent LP, with fewer variables and LP constraints, obtained by symmetrizing our LP. We observe that for different constraints of interest, our upper bounds beat the generalized sphere packing upper bounds of Fazeli, Vardy, and Yaakobi (2015). © 2023 IEEE.

关键词： Linear programming

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Energy Optimal Activation of Processors for the Execution of a Single Task with Unknown Size 30

Energy Optimal Activation of Processors for the Execution of...

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30th international symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication systems (MASCOTS)

作者： Anselmi, Jonatha Gaujal, Bruno Univ Grenoble Alpes INRIA CNRS Grenoble INPLIG F-38000 Grenoble France

ISBN: (纸本)9781665455800

A key objective in the management of modern computer systems consists in minimizing the electrical energy consumed by processing resources while satisfying certain target performance criteria. In this paper, we consider the execution of a single task with unknown size on top of a service system that offers a limited number of processing speeds, say N, and investigate the problem of finding a speed profile that minimizes the resulting energy consumption subject to a deadline constraint. Existing works mainly investigated this problem when speed profiles are continuous functions. In contrast, the novelty of our work is to consider discontinuous speed profiles, i.e., a case that arises naturally when the underlying computational platform offers a finite number of speeds. In our main result, we show that the computation of an optimal speed profile boils down to solving a convex optimization problem. Under mild assumptions, for such convex optimization we prove some structural results that yield the formulation of an extremely efficient solution algorithm. Specifically, we show that the optimal speed profile can be computed by solving O(log N) one-dimensional equations. Our results hold when the task size follows a known probability distribution function and the set of available speeds, if listed in increasing order, forms a sublinear concave sequence.

关键词： Energy minimization GPU cluster optimal speed convex programming parallel computing

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Mutual Information Induced Slow-Feature Analysis of Nonlinear Dynamic systems and the Application in Soft Sensors 7

Mutual Information Induced Slow-Feature Analysis of Nonlinea...

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7th IEEE international symposium on Advanced Control of Industrial Processes (AdCONIP)

作者： Gao, Xinrui Shardt, Yuri A. W. Tech Univ Ilmenau Dept Automat Engn D-98684 Ilmenau Thuringia Germany

ISBN: (数字)9781665471749

ISBN: (纸本)9781665471749

Slow-feature analysis (SFA) seeks to extract the most slowly varying components of dynamic systems. However, the original definition of SFA implies a linear relationship of system states between adjacent time instants. In this paper, a new approach to SFA, which is called ***, is defined, based on which the mutual-information-based SFA (MI-based SFA) is proposed. The optimisation problem can be solved by joint diagonalisation of the mutual-information (MI) matrices. The MI matrices are approximated by quantities related to Renyi entropy that can be calculated using the kernel trick. The case studies show MI-based SFA is better for slow feature extraction, especially for nonlinear systems. This allows a better soft sensor to be developed.

关键词： Soft sensors Process control Linear programming Feature extraction Entropy Nonlinear dynamical systems Kernel

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Cloud Computing Infrastructure Security: Challenges and Solutions

Cloud Computing Infrastructure Security: Challenges and Solu...

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2022 international symposium on Networks, Computers and Communications, ISNCC 2022

作者： Aburukba, Raafat Kaddoura, Yara Hiba, Maya American University of Sharjah Computer Science and Engineering Sharjah United Arab Emirates

ISBN: (数字)9781665485449

ISBN: (纸本)9781665485449

Cloud computing market has been growing with its largest over the last two years. Many businesses and education systems moved to the Cloud to support remote work and learning respectively during the COVID time. As data and applications are being migrated outside the enterprise administrative domain to the Cloud, various security challenges should be known to the consumer and the provider. This paper discusses the cloud data center building blocks and surveys the current threats, vulnerabilities, and defense mechanisms at the physical, virtual, orchestration, and application programming interfaces to enable the cloud computing infrastructure as a service. © 2022 IEEE.

关键词： Application programming interfaces (API)

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Chaining Transactions for Effective Concurrency Management in Hardware Transactional Memory 57

Chaining Transactions for Effective Concurrency Management i...

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57th Annual IEEE/ACM international symposium on Microarchitecture, MICRO 2024

作者： Nicolas-Conesa, Victor Titos-Gil, Ruben Fernandez-Pascual, Ricardo Acacio, Manuel E. Ros, Alberto University of Murcia Computer Engineering Department Murcia Spain

ISBN: (纸本)9798350350579

Hardware Transactional Memory (HTM) offers the opportunity to ease parallel programming. However, driven by hardware limitations, commercial implementations eschew the complexity involved in early sophisticated proposals from academia, and, among other things, opt for simple conflict resolution policies that inevitably increase transaction aborts. To increase thread level parallelism, previous works propose conflict resolution schemes that, instead of aborting, add a second level of speculation consisting in using not-yet-committed data from another transaction. This policy, which we refer to as requester-speculates, has not yet been considered in the context of the kind of best-effort HTM support provided by commercial processors. This work proposes CHAining TransactionS (CHATS), a simple yet effective realization of the requester-speculates con-flict resolution policy in which cyclic dependencies between transactions are avoided and the commit ordering respects the dependencies that transactions make once speculative values are communicated. The ultimate result is a best-effort HTM implementation that forces a partial order between transactions in a way that ensures effective utilization of forwarded data and that gets away from the complexity of previous proposals. Simulations using gem5 demonstrate the effectiveness of CHATS in both commercial-like setups and academic state-of-the-art best-effort systems (22% and 16% reduction in execution time, on average, respectively). These improvements are achieved by requiring less than 280 bytes of extra storage. © 2024 IEEE.

关键词： Parallel programming

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Real-Time Parallel programming for Homogeneous Multicores

Real-Time Parallel Programming for Homogeneous Multicores

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international symposium on Industrial Embedded systems

作者： Luis Miguel Pinho ISEP Polytechnic Institute of Porto & INESC TEC Porto Portugal

ISBN: (数字)9798350388633

ISBN: (纸本)9798350388640

Developing real-time systems applications requires programming paradigms that can handle the specification of concurrent activities and timing constraints, and controlling execution on a particular platform. The increasing need for high-performance, and the use of fine-grained parallel execution, makes this an even more challenging task. This paper explores the state-of-the-art and challenges in real-time parallel application development, focusing on two research directions: one from the high-performance domain (using OpenMP) and another from the real-time and critical systems field (based on Ada). The paper reviews the features of each approach and highlights remaining open issues.

关键词： Job shop scheduling Parallel programming Reviews Processor scheduling Multicore processing Computational modeling High performance computing Solids Real-time systems Timing

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Platform independent interface for programming of industrial robots

Platform independent interface for programming of industrial...

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IEEE/SICE international symposium on System Integration (SII)

作者： Shu, Beibei Arnarson, Halldor Solvang, Bjorn Kaarlela, Tero Pieska, Sakari UiT Arctic Univ Norway Dept Ind Engn Narvik Norway Centria Univ Appl Sci Vierimaantie 7 Ylivieska 84100 Finland

ISBN: (纸本)9781665445405

Since the dawn of industrial robots, the teach pendant has been the main platform for man-machine communication at the shop floor. Manufacturers have traditionally seen industrial robots as tools for mass production, with limited need for reprogramming and human interaction. Meanwhile scientists have identified an extended potential of industrial robots in small batch manufacturing systems. However to achieve profitable small batch manufacturing more flexible human robot interaction methods than the teach pendant is required. In some cases, flexibility also requires that the control system is independent of the physical distance between the robot and its operator. This paper present a system-independent remote control interface for industrial robots based on Industry 4.0 cloud computing technology, with minimal requirements at the client device. Furthermore, the general solution can be easily scaled up to multiple robot control and the solution invites to and enables equipment sharing between organizations.

关键词： Computers Cloud computing Service robots Batch production systems System integration Streaming media Fourth Industrial Revolution

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Assessments and Reflections on Integrated Territorial Planning in Calabria in the 2000–2020 programming Period. From the Experimental Phase to the Consolidated Method of Cooperation Between Territories

Assessments and Reflections on Integrated Territorial Planni...

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international symposium on Networks, Markets and People, NMP 2024

作者： Buffon, Maria Grazia ArTe Department Mediterranea University Reggio Calabria Italy

ISBN: (纸本)9783031747038

In the long experience of integrated territorial planning (ITP) implemented in Calabria, with the Leader Community Initiative, the Territorial Pacts and the Regional Operational programming of the Structural Funds, there have been evolutionary dynamics that have produced important innovations in the local territories. This new modality of intervention has generated and spread in the territories, especially the marginal ones, positive effects in terms of policy making behaviour and practices, more so where Local Action Groups are active. Although in the three programming cycles (2000–2020) there has been an apparent weakening of the use of ITP instruments by the Region of Calabria, reading the documentation and acts produced and listening to the main actors involved at the regional and local levels reveal an evolution of the instruments, in terms of programming choices, from generalist to thematic. In this contribution, in addition to the analysis of the ITP instruments in the 3 Regional Operational Programmes (Calabria ROPs 2000–2006, 2007–2013 and 2014–2020), a series of evaluations and reflections on the experience of Integrated Territorial Planning in Calabria are reported, highlighting its criticalities and positive effects, especially in terms of method. In fact, the practice of dialogue, confrontation and thinking in collective terms has been acquired on a permanent basis, creating in some cases consolidated territorial identity networks and generating in local communities a widespread awareness of the heritage of local resources. In the evaluations, particular attention is paid to the ‘point of view of the actors’, in some cases different depending on the role played. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

关键词： Cohesion policy Integrated Territorial Planning Local Development

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A Distributed Real-Time Multi-Agent Stock Exchange Simulator for Investigating Inter-Market Arbitrage 36

A Distributed Real-Time Multi-Agent Stock Exchange Simulator...

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36th European Modeling and Simulation symposium, EMSS 2024, Held at the 21st international Multidisciplinary Modeling and Simulation Multiconference, I3M 2024

作者： Varosyan, Artur Cliff, Dave Intelligent Systems Laboratories School of Engineering Mathematics and Technology University of Bristol United Kingdom

ISBN: (纸本)9791281988026

We describe a new multi-agent distributed stock exchange simulation environment (DSXE), built to model the global network of contemporary financial markets. DSXE is an advance on existing state-of-the-art simulation platforms available in the public domain: it is a modular and highly configurable environment which allows researchers to setup and deploy stock exchange agents and trader agents in different geographical locations using commercial cloud-computing services. The efficient implementation in C++ enables the running of large-scale simulations with many simultaneous traders. DSXE has been successfully used to model fragmented markets and to demonstrate price convergence resulting from arbitrageurs operating between two exchange venues trading the same asset. We report here on a series of experiments conducted to measure and quantify the performance and scalability of the system. The implementation successfully achieves the goal of modelling HFT, demonstrating the capability to process up to 355 messages per second. Finally, potential avenues for further research and suggested improvements to the implementation are outlined. The C++ code for DSXE is being made available as open-source code via GitHub. © 2024 The Authors.

关键词： C++ (programming language)

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Fast Koopman Surrogate Falsification Using Linear Relaxations and Weights 22nd

Fast Koopman Surrogate Falsification Using Linear Relaxation...

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22nd international symposium on Automated Technology for Verification and Analysis

作者： Bak, Stanley Hekal, Abdelrahman Kochdumper, Niklas Lew, Ethan Mata, Andrew Rahmati, Amir SUNY Stony Brook Dept Comp Sci Stony Brook NY USA Newcastle Univ Sch Comp Newcastle Upon Tyne Tyne & Wear England Newcastle Univ Sch Comp Newcastle Upon Tyne Tyne & Wear England Univ Paris Cite CNRS IRIF F-75013 Paris France Galois Inc Portland OR USA

ISBN: (纸本)9783031787492;9783031787508

Recent work demonstrated that using Koopman surrogate models to falsify black-box models against signal temporal logic specifications is highly effective. However, the bottleneck of this approach arises from the mixed-integer linear program optimization used to synthesize the falsifying trajectory. The complexity of mixed-integer linear programming can be prohibitive, increasing exponentially with the number of binary variables. In this work, we introduce a new weighted robustness encoding that eliminates the need for binary variables. We also propose a new weighting scheme for Koopman operator linearization that aims to compensate for inaccuracies in the learned model. We evaluate our approach using a set of benchmarks from the ARCH falsification competition. Our weighting methods significantly improve computational efficiency and reduce the number of simulations needed to find falsifying traces.

关键词： Cyber-physical systems signal temporal logic falsification Koopman operator linearization linear programming relaxation

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