Poland’s
enterprise infrastructure industry,
in focus.

Scalable Cloud and Distributed Systems

30.3% of this theme group

Researchers highlight challenges in scaling cloud platforms and distributed operating systems for large workloads.

Cloud computing (1,194) · Scalability (126) · Operating system (113) · Distributed computing (68)

Cloud Computing: Issues and Challenges

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches

Virtualization and Big Data Deployment

19.9% of this theme group

Papers discuss difficulties of deploying big‑data applications on virtualized cloud infrastructures.

Virtualization (56) · Big data (90) · Software deployment (66) · Cloud computing (214)

Comprehensive Survey on AI-Enhanced Software Systems: From Misinformation Detection to Distributed Infrastructure Optimization

Explainable AI and Multi-Agent Systems for Energy Management in IoT-Edge Environments: A State of the Art Review

Cloud Security and Data Protection

19.9% of this theme group

Works examine threats to cloud environments and strategies for safeguarding data.

Cloud computing security (274) · Computer security (261) · Cloud computing (689) · Data security (59)

An analysis of security issues for cloud computing

Cloud computing security threats and responses

Digital Transformation Business Risks

11.2% of this theme group

Studies explore obstacles businesses face when integrating cloud services into digital economies.

Digital transformation (209) · Digital economy (73) · Cloud computing (257) · Business model (29)

Digital Transformation and Economic Development: Opportunities and Emerging Challenges

Digital Transformation in Business: Opportunities and Challenges

IoT‑Cloud Integration Challenges

6.8% of this theme group

Research points to technical and security issues when linking IoT devices with cloud platforms for smart cities.

Internet of Things (177) · Cloud computing (184) · Big data (46) · Smart city (21)

IoT and Cloud Computing Issues, Challenges and Opportunities: A Review

IoT–Cloud Integration Security: A Survey of Challenges, Solutions, and Directions

Aerosol‑Cloud Interaction Modeling

6.5% of this theme group

Scientists address complexities of representing aerosol effects on clouds and precipitation in climate models.

Aerosol (49) · Atmospheric sciences (31) · Meteorology (24) · Radiative transfer (22)

Improving our fundamental understanding of the role of aerosol−cloud interactions in the climate system

Confronting the Challenge of Modeling Cloud and Precipitation Microphysics

Edge Computing Performance Limits

5.4% of this theme group

Analyses focus on latency and resource constraints of edge devices interacting with cloud services.

Enhanced Data Rates for GSM Evolution (132) · Edge computing (143) · Edge device (63) · Cloud computing (165)

Edge Computing: Vision and Challenges

Edge-Computing Architectures for Internet of Things Applications: A Survey

Cloud Service Performance for Science

21.9% of this theme group

Cautionary studies assess reliability of cloud platforms for scientific workflows and high‑throughput tasks.

Cloud computing (216) · Operating system (48) · Distributed computing (20) · Virtual machine (15)

Performance Analysis of Cloud Computing Services for Many-Tasks Scientific Computing

On the Use of Cloud Computing for Scientific Workflows

Remote Sensing Cloud Classification Risks

16.2% of this theme group

Papers warn about uncertainties in satellite‑based cloud detection and aerosol impact assessments.

Satellite (43) · Radiative transfer (29) · Cloud computing (114) · Remote sensing (18)

Classifying clouds around the globe with the CloudSat radar: 1‐year of results

Reduced aerosol pollution diminished cloud reflectivity over the North Atlantic and Northeast Pacific

Encryption and Cloud Vulnerabilities

15.1% of this theme group

Research highlights gaps in encryption practices that expose cloud environments to attacks.

Cloud computing security (42) · Encryption (32) · Cloud computing (121) · Computer security (33)

Secure cloud computing: Benefits, risks and controls

A survey of risks, threats and vulnerabilities in cloud computing

Climate Model Aerosol Representation

12.9% of this theme group

Works caution that current climate models struggle to capture aerosol‑cloud interactions accurately.

Climate model (31) · Aerosol (52) · Atmospheric sciences (43) · Climatology (25)

Aerosol Effects on Climate via Mixed-Phase and Ice Clouds

Challenges in global climate models to represent cloud response to aerosols: insights from volcanic eruptions

Digital Transformation Audit Concerns

12.4% of this theme group

Studies raise concerns about financial and regulatory oversight when adopting cloud‑based digital tools.

Digital transformation (45) · Cloud computing (84) · Digital economy (14) · Audit (12)

The impact of cloud computing technology on cloud accounting adoption and financial management of businesses

The Impact of Digital Technology on Enterprise Operational Performance

IoT Big Data Sustainability Issues

11.8% of this theme group

Research points to energy, security, and sustainability challenges in large‑scale IoT analytics.

Big data (28) · Internet of Things (24) · Analytics (15) · Sustainability (13)

Artificial Intelligence and Cloud-Based Accounting Information Systems: Enhancing Financial Reporting Reliability and Cybersecurity in the D

OPTIMIZING AI-DRIVEN IOT ECOSYSTEMS: ADVANCING SUSTAINABILITY, ENERGY EFFICIENCY, AND SECURITY

Edge Latency and Container Performance

9.6% of this theme group

Analyses caution about latency spikes and container inefficiencies in edge computing deployments.

Enhanced Data Rates for GSM Evolution (31) · Edge computing (16) · Edge device (14) · Latency (12)

Characterizing Container Performance in Edge Computing

The Rise of Edge Computing: Driving Efficiency and Experience in Distributed Networks

Intelligent Cloud Scheduling

28.8% of this theme group

Opportunities focus on using learning models to improve resource allocation and task scheduling in cloud systems.

Cloud computing (1,648) · Scheduling (189) · Distributed computing (144) · Scalability (278)

AI-DRIVEN CLOUD COMPUTING: MACHINE LEARNING MODELS FOR DYNAMIC RESOURCE ALLOCATION, TASK SCHEDULING, AND PERFORMANCE OPTIMIZATION

Integrating Artificial Intelligence with Cloud Platforms to Optimize Performance, Scalability, and Reliability in Distributed Computing Syst

Scalable Virtualized Deployment

19.2% of this theme group

Research explores novel methods for deploying software at scale across virtualized and big‑data environments.

Scalability (175) · Software deployment (94) · Virtualization (54) · Big data (70)

MAIS: Multi-Model Adaptive Inference Scheduling for Web-Based Intelligent Service Platforms

PLANAR: A Machine Learning Based Approach for Robust Network Resource Placement and Routing

Advanced Cloud Cryptography

16.2% of this theme group

Papers propose multi‑layered encryption and authentication schemes to strengthen cloud security.

Encryption (242) · Cloud computing (744) · Computer security (155) · Cryptography (91)

A Secure and Intelligent Data Transfer System for Cloud Environments using Hybrid Cryptography and Deep Learning-based Intrusion Detection

MULTI-LAYERED AUTHENTICATION AND ENCRYPTION FOR CLOUD SAFETY

IoT‑Cloud Precision Agriculture

10.3% of this theme group

Works highlight the potential of cloud‑connected IoT devices for data‑driven farming practices.

Internet of Things (236) · Cloud computing (385) · Microcontroller (46) · Precision agriculture (34)

Application of Internet of Things (IoT) in Sustainable Supply Chain Management

Intelligent IoT: Leveraging Data Analysis, Computer Vision, and Machine Learning for Smart Systems

Aerosol‑Cloud Interaction Analytics

9.8% of this theme group

Research leverages cloud computing to model and predict aerosol impacts on cloud formation and precipitation.

Satellite (81) · Radiative transfer (44) · Aerosol (42) · Cloud computing (341)

Capturing Aerosol‐Cloud‐Precipitation Interactions: A Physics‐Informed Sparse Regression Approach for a Coupled Multiscale System With Time

Estimating cloud condensation nuclei from aerosol optical properties across diverse environments: observations, models, and prediction appro

Mobile Edge Computing Services

7.9% of this theme group

Studies present frameworks for secure data sharing and performance evaluation at the mobile edge.

Enhanced Data Rates for GSM Evolution (259) · Edge computing (221) · Edge device (100) · Mobile edge computing (53)

EdgeCloudSim: An environment for performance evaluation of edge computing systems

Secure Data Sharing and Searching at the Edge of Cloud-Assisted Internet of Things

Cloud‑Enabled 3D Point Cloud Processing

7.7% of this theme group

Papers demonstrate cloud‑based techniques for enhancing segmentation and classification of lidar point clouds.

Point cloud (425) · Segmentation (72) · Lidar (66) · Cloud computing (218)

PointAugment: An Auto-Augmentation Framework for Point Cloud Classification

Transforming Point Clouds: A Hybrid Approach for 3D Object Recognition

Warsaw

43.8% across the displayed hubs

4 companies hiring · $197.0M disclosed funding

Krakow

14.9% across the displayed hubs

1 companies hiring · $13.3M disclosed funding

Poznan

11.6% across the displayed hubs

1 companies hiring · $817.8K disclosed funding

Wroclaw

8.3% across the displayed hubs

0 companies hiring · $10.5M disclosed funding

Warszawa

6.6% across the displayed hubs

0 companies hiring · $0 disclosed funding

Gdansk

5.8% across the displayed hubs

0 companies hiring · $8.5M disclosed funding

Wrocław

4.5% across the displayed hubs

0 companies hiring · $0 disclosed funding

Katowice

4.5% across the displayed hubs

0 companies hiring · $26.6M disclosed funding