Volume 55, Issue 3April 2023Current IssueIssue-in-Progress
Bibliometrics
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Survey on Digital Video Stabilization: Concepts, Methods, and Challenges
April 2023, Article No.: 47, pp 1–37https://doi.org/10.1145/3494525

Digital video stabilization is a challenging task that aims to transform a potentially shaky video into a pleasant one by smoothing the camera trajectory. Despite the various works found in the literature addressing this task, their organization and ...

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Survey of Approaches for Postprocessing of Static Analysis Alarms
April 2023, Article No.: 48, pp 1–39https://doi.org/10.1145/3494521

Static analysis tools have showcased their importance and usefulness in automated detection of defects. However, the tools are known to generate a large number of alarms which are warning messages to the user. The large number of alarms and cost incurred ...

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A Survey on Task Assignment in Crowdsourcing
April 2023, Article No.: 49, pp 1–35https://doi.org/10.1145/3494522

Quality improvement methods are essential to gathering high-quality crowdsourced data, both for research and industry applications. A popular and broadly applicable method is task assignment that dynamically adjusts crowd workflow parameters. In this ...

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Towards Metaheuristic Scheduling Techniques in Cloud and Fog: An Extensive Taxonomic Review
April 2023, Article No.: 50, pp 1–43https://doi.org/10.1145/3494520

Task scheduling is a critical issue in distributed computing environments like cloud and fog. The objective is to provide an optimal distribution of tasks among the resources. Several research initiatives to use metaheuristic techniques for finding near-...

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A Review on Fairness in Machine Learning
April 2023, Article No.: 51, pp 1–44https://doi.org/10.1145/3494672

An increasing number of decisions regarding the daily lives of human beings are being controlled by artificial intelligence and machine learning (ML) algorithms in spheres ranging from healthcare, transportation, and education to college admissions, ...

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LoRa Networking Techniques for Large-scale and Long-term IoT: A Down-to-top Survey
April 2023, Article No.: 52, pp 1–36https://doi.org/10.1145/3494673

Low-Power Wide-Area Networks (LPWANs) are an emerging Internet-of-Things (IoT) paradigm, which caters to large-scale and long-term sensory data collection demand. Among the commercialized LPWAN technologies, LoRa (Long Range) attracts much interest from ...

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A Survey of Machine Learning for Computer Architecture and Systems
April 2023, Article No.: 54, pp 1–39https://doi.org/10.1145/3494523

It has been a long time that computer architecture and systems are optimized for efficient execution of machine learning (ML) models. Now, it is time to reconsider the relationship between ML and systems and let ML transform the way that computer ...

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Security and Privacy in Unified Communication
April 2023, Article No.: 55, pp 1–36https://doi.org/10.1145/3498335

The use of unified communication; video conferencing, audio conferencing, and instant messaging has skyrocketed during the COVID-19 pandemic. However, security and privacy considerations have often been neglected. This article provides a comprehensive ...

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Spatial Data Quality in the Internet of Things: Management, Exploitation, and Prospects
April 2023, Article No.: 57, pp 1–41https://doi.org/10.1145/3498338

With the continued deployment of the Internet of Things (IoT), increasing volumes of devices are being deployed that emit massive spatially referenced data. Due in part to the dynamic, decentralized, and heterogeneous architecture of the IoT, the varying ...

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Electrical-Level Attacks on CPUs, FPGAs, and GPUs: Survey and Implications in the Heterogeneous Era
April 2023, Article No.: 58, pp 1–40https://doi.org/10.1145/3498337

Given the need for efficient high-performance computing, computer architectures combining central processing units (CPUs), graphics processing units (GPUs), and field-programmable gate arrays (FPGAs) are currently prevalent. However, each of these ...

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Anomaly Detection and Failure Root Cause Analysis in (Micro) Service-Based Cloud Applications: A Survey
April 2023, Article No.: 59, pp 1–39https://doi.org/10.1145/3501297

The proliferation of services and service interactions within microservices and cloud-native applications, makes it harder to detect failures and to identify their possible root causes, which is, on the other hand crucial to promptly recover and fix ...

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Federated Learning for Smart Healthcare: A Survey
April 2023, Article No.: 60, pp 1–37https://doi.org/10.1145/3501296

Recent advances in communication technologies and the Internet-of-Medical-Things (IOMT) have transformed smart healthcare enabled by artificial intelligence (AI). Traditionally, AI techniques require centralized data collection and processing that may be ...

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Open Access
Deployment Archetypes for Cloud Applications
April 2023, Article No.: 61, pp 1–48https://doi.org/10.1145/3498336

This is a survey article that explores six Cloud-based deployment archetypes for Cloud applications and the tradeoffs between them to achieve high availability, low end-user latency, and acceptable costs. These are (1) Zonal, (2) Regional, (3) Multi-...

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Open Access
Constructive or Optimized: An Overview of Strategies to Design Networks for Time-Critical Applications
April 2023, Article No.: 62, pp 1–35https://doi.org/10.1145/3501294

Distributed systems are pervasive nowadays, being found in different areas, from smart toys to smart factories. As the usage of such systems increases, so does their complexity and design. Therefore, this work aims to overview the methods for designing ...

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Open Access
Understanding Online Privacy—A Systematic Review of Privacy Visualizations and Privacy by Design Guidelines
April 2023, Article No.: 63, pp 1–37https://doi.org/10.1145/3502288

Privacy visualizations help users understand the privacy implications of using an online service. Privacy by Design guidelines provide generally accepted privacy standards for developers of online services. To obtain a comprehensive understanding of ...

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AI in Finance: Challenges, Techniques, and Opportunities
April 2023, Article No.: 64, pp 1–38https://doi.org/10.1145/3502289

AI in finance refers to the applications of AI techniques in financial businesses. This area has attracted attention for decades, with both classic and modern AI techniques applied to increasingly broader areas of finance, economy, and society. In ...

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