Israel’s
ai industry,
in focus.

Scalable Cloud and Edge Challenges

24.1% of this theme group

Researchers discuss limitations in scaling cloud and edge infrastructures and the impact on data rates and resource management.

Cloud computing (1,335) · Edge computing (119) · Enhanced Data Rates for GSM Evolution (99) · Scalability (137)

Cloud Computing: Issues and Challenges

Cloud Computing Resource Scheduling and a Survey of Its Evolutionary Approaches

Benchmarking Representation Learning

23.4% of this theme group

Papers examine how to evaluate and compare representation methods for language models and pattern‑recognition tasks.

Benchmark (68) · Representation (38) · Language model (24) · Pattern recognition (28)

Representation Learning: A Review and New Perspectives

Machine Learning Interpretability: A Survey on Methods and Metrics

Cloud Security Vulnerabilities

14.5% of this theme group

Works identify threats to cloud platforms, data protection gaps, and proposed defensive mechanisms.

Computer security (285) · Cloud computing security (257) · Cloud computing (713) · Data security (56)

An analysis of security issues for cloud computing

Cloud computing security threats and responses

AI Applications and Governance Risks

13.5% of this theme group

Studies explore how AI systems intersect with human intelligence, corporate governance, and potential societal risks.

Applications of artificial intelligence (104) · Human intelligence (31) · Generative grammar (62) · Corporate governance (55)

DEVELOPMENT OF ARTIFICIAL INTELLIGENCE AND ITS RISKS: TECHNOLOGICAL PROGRESS AND THE FUTURE OF HUMANITY

Artificial intelligence agents and agentic AI systems: Architectures, capabilities, applications, challenges, and future directions

Integrated Circuit Reliability Issues

10.2% of this theme group

Research focuses on performance limits, variability, and reliability concerns of CMOS and transistor technologies.

Integrated circuit (127) · Electronic circuit (81) · Transistor (47) · CMOS (40)

Quantitatively analyzing the performance of integrated circuits and their reliability

Analog/Mixed-Signal Circuit Synthesis Enabled by the Advancements of Circuit Architectures and Machine Learning Algorithms

Digital Transformation Obstacles

7.6% of this theme group

Analyses address challenges businesses face when adopting cloud, industry‑4.0, and digital‑economy initiatives.

Digital transformation (156) · Cloud computing (310) · Digital economy (44) · Industry 4.0 (42)

Digital Transformation in Business: Opportunities and Challenges

Digital Transformation in a Modern Organization: Opportunities and Challenges

Energy Management in Microgrids

6.8% of this theme group

Papers investigate optimization and control strategies for efficient energy use in micro‑ and multi‑microgrid systems.

Energy management (79) · Energy management system (39) · Heat pump (38) · Energy (43)

Energy management in microgrid and multi‐microgrid

Intelligent Energy Management System of a Microgrid Using Optimization Techniques

Robustness of Language Models

28.1% of this theme group

Authors caution about overfitting, evaluation bias, and reproducibility when benchmarking pattern‑recognition models.

Pattern recognition (26) · Language model (20) · Benchmark (32) · Robustness (34)

Making better M <scp>axent</scp> models of species distributions: complexity, overfitting and evaluation

Causal Representation Learning on High-Dimensional Data: Benchmarks, Reproducibility, and Evaluation Metrics

Cloud and Virtualization Performance Limits

14.2% of this theme group

Works highlight latency, resource contention, and scalability concerns in distributed and virtualized cloud environments.

Cloud computing (225) · Operating system (44) · Distributed computing (22) · Virtualization (20)

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

Optimizing low latency public cloud systems: Strategies for network, compute and storage efficiency

AI Impact on Education and Psychology

13.8% of this theme group

Studies raise concerns about AI’s role in learning, mental‑health research, and the need for critical assessment.

Applications of artificial intelligence (39) · Generative grammar (52) · Transformative learning (22) · MEDLINE (17)

Artificial Intelligence toward Sustainable Impact Accelerator through Education, Research, and Advocacy: Critical Assessments

Artificial intelligence (AI) in psychology: a commentary on AI’s emerging role and the ensuing conversation.

Atmospheric Modeling Cloud Biases

13.3% of this theme group

Research points out systematic errors in cloud representation within climate and aerosol simulation models.

Aerosol (57) · Atmospheric sciences (49) · Meteorology (41) · Satellite (47)

Exposing Global Cloud Biases in the Community Atmosphere Model (CAM) Using Satellite Observations and Their Corresponding Instrument Simulat

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

Process Variability in Circuit Design

12.4% of this theme group

Papers examine how manufacturing variations and radiation affect transistor behavior and 3‑D integrated circuits.

Electronic circuit (40) · Integrated circuit (33) · Transistor (23) · CMOS (22)

Evaluating the Impact of Process Variability and Radiation Effects on Different Transistor Arrangements

The Impact of Process Variations on the Thermo-Mechanical Behavior of 3D Integrated Circuits

Cloud Adoption Financial Risks

10.2% of this theme group

Analyses discuss cost, governance, and data‑management risks linked to large‑scale cloud and big‑data deployments.

Cloud computing (173) · Digital transformation (37) · Information technology (21) · Big data (27)

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

Evolution, impact, and future of cloud computing

Encryption and Cloud Security Gaps

8.1% of this theme group

Works survey weaknesses in cloud encryption, threat vectors, and recommended control frameworks.

Cloud computing (111) · Computer security (34) · Cloud computing security (34) · Encryption (22)

Secure cloud computing: Benefits, risks and controls

A survey of risks, threats and vulnerabilities in cloud computing

Robust Representation for Vision Tasks

34.4% of this theme group

Research advances convolutional networks and robust feature learning for medical imaging and federated learning scenarios.

Pattern recognition (165) · Convolutional neural network (122) · Representation (86) · Robustness (126)

Accelerating Deep Learning Inference for Brain Tumor Segmentation: A Review of Architectures, Frameworks, and Clinical Translation

FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction

AI‑Driven Cloud Scalability

21.2% of this theme group

Papers propose machine‑learning methods for dynamic resource allocation, scheduling, and IoT integration in cloud systems.

Cloud computing (1,056) · Scalability (206) · Scheduling (105) · Internet of Things (94)

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

Smart Chip and Sensor Design

13.6% of this theme group

Studies develop lightweight on‑chip sensors and analog optimization techniques to improve circuit performance under variation.

Integrated circuit (118) · Electronic circuit (107) · CMOS (91) · Chip (71)

Design of On-Chip Lightweight Sensors for Effective Detection of Recycled ICs

Hierarchical Analog/Mixed-Signal Circuit Optimization Under Process Variations and Tuning

Secure Cloud Data Transfer

10.5% of this theme group

Works combine cryptography and deep‑learning intrusion detection to enhance confidentiality and integrity of cloud communications.

Encryption (135) · Cloud computing (462) · Computer security (87) · Intrusion detection system (62)

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

Intelligent Microgrid Energy Management

8.0% of this theme group

Research introduces IoT‑enabled control frameworks for optimizing energy flow in smart‑grid and microgrid environments.

Energy management (188) · Energy management system (111) · Microgrid (70) · Smart grid (70)

Design and Implementation of a Microgrid Energy Management System

Study of Energy Management System and IOT Integration in Smart Grid

Point‑Cloud Enhancement Techniques

7.5% of this theme group

Papers present augmentation and neural‑network methods to improve classification and analysis of lidar and satellite point clouds.

Point cloud (188) · Cloud computing (301) · Lidar (34) · Satellite (39)

PointAugment: An Auto-Augmentation Framework for Point Cloud Classification

Enhanced Point Cloud Object Classification using Convolutional Neural Networks and Bearing Angle Image

Edge Computing for Mobile Data

4.8% of this theme group

Studies explore secure data sharing, sensor aggregation, and performance gains at the network edge for IoT devices.

Enhanced Data Rates for GSM Evolution (154) · Edge computing (120) · Edge device (52) · Mobile edge computing (30)

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

Implementasi Edge Computing untuk Optimalisasi Pengumpulan Data Sensor pada Smart Building

Tel Aviv

69.0% across the displayed hubs

11 companies hiring · $5.1B disclosed funding

Jerusalem

8.7% across the displayed hubs

5 companies hiring · $1.1B disclosed funding

Herzliya

6.5% across the displayed hubs

1 companies hiring · $238.1M disclosed funding

Haifa

5.3% across the displayed hubs

0 companies hiring · $56.5M disclosed funding

Ramat Gan

3.1% across the displayed hubs

0 companies hiring · $46.0M disclosed funding

Petah Tikva

2.8% across the displayed hubs

1 companies hiring · $267.3M disclosed funding

Netanya

2.8% across the displayed hubs

0 companies hiring · $151.5M disclosed funding

Hod Hasharon

1.9% across the displayed hubs

0 companies hiring · $136.3M disclosed funding