| A Survey of NoSQL Database Systems for Flexible and Scalable Data Management |
NoSQL, Database Systems, Flexibility, Scalability, Data Management |
| Vector Databases and Their Role in Modern Data Management and Retrieval A Survey |
Vector Databases, Data Management, Data Retrieval, Modern Applications |
| Graph Databases A Survey on Models, Data Modeling, and Applications |
Graph Databases, Data Modeling |
| A Survey on Large Language Model Integration with Databases for Enhanced Data Management and Survey Analysis |
Large Language Models, Database Integration, Data Management, Survey Analysis, Enhanced Processing |
| A Survey of Temporal Databases Real-Time Databases and Data Management Systems |
Temporal Databases, Real-Time Databases, Data Management |
| From BERT to GPT-4: A Survey of Architectural Innovations in Pre-trained Language Models |
Transformer, BERT, GPT-3, self-attention, masked language modeling, cross-lingual transfer, model scaling |
| Unsupervised Cross-Lingual Word Embedding Alignment: Techniques and Applications |
low-resource NLP, few-shot learning, data augmentation, unsupervised alignment, synthetic corpora, NLLB, zero-shot transfer |
| Vision-Language Pre-training: Architectures, Benchmarks, and Emerging Trends |
multimodal learning, CLIP, Whisper, cross-modal retrieval, modality fusion, video-language models, contrastive learning |
| Efficient NLP at Scale: A Review of Model Compression Techniques |
model compression, knowledge distillation, pruning, quantization, TinyBERT, edge computing, latency-accuracy tradeoff |
| Domain-Specific NLP: Adapting Models for Healthcare, Law, and Finance |
domain adaptation, BioBERT, legal NLP, clinical text analysis, privacy-preserving NLP, terminology extraction, few-shot domain transfer |
| Attention Heads of Large Language Models: A Survey |
attention head, attention mechanism, large language model, LLM,transformer architecture, neural networks, natural language processing |
| Controllable Text Generation for Large Language Models: A Survey |
controlled text generation, text generation, large language model, LLM,natural language processing |
| A survey on evaluation of large language models |
evaluation of large language models,large language models assessment, natural language processing, AI model evaluation |
| Large language models for generative information extraction: a survey |
information extraction, large language models, LLM,natural language processing, generative AI, text mining |
| Internal consistency and self feedback of LLM |
Internal consistency, self feedback, large language model, LLM,natural language processing, model evaluation, AI reliability |
| Review of Multi Agent Offline Reinforcement Learning |
multi agent, offline policy, reinforcement learning,decentralized learning, cooperative agents, policy optimization |
| Reasoning of large language model: A survey |
reasoning of large language models, large language models, LLM,natural language processing, AI reasoning, transformer models |
| Hierarchy Theorems in Computational Complexity: From Time-Space Tradeoffs to Oracle Separations |
P vs NP, NP-completeness, polynomial hierarchy, space complexity, oracle separation, Cook-Levin theorem |
| Classical Simulation of Quantum Circuits: Complexity Barriers and Implications |
BQP, quantum supremacy, Shor’s algorithm, post-quantum cryptography, QMA, hidden subgroup problem |
| Kernelization: Theory, Techniques, and Limits |
fixed-parameter tractable (FPT), kernelization, treewidth, W-hierarchy, ETH (Exponential Time Hypothesis), parameterized reduction |
| Optimal Inapproximability Thresholds for Combinatorial Optimization Problems |
PCP theorem, approximation ratio, Unique Games Conjecture, APX-hardness, gap-preserving reduction, LP relaxation |
| Hardness in P: When Polynomial Time is Not Enough |
SETH (Strong Exponential Time Hypothesis), 3SUM conjecture, all-pairs shortest paths (APSP), orthogonal vectors problem, fine-grained reduction, dynamic lower bounds |
| Consistency Models in Distributed Databases: From ACID to NewSQL |
CAP theorem, ACID vs BASE, Paxos/Raft, Spanner, NewSQL, sharding, linearizability |
| Cloud-Native Databases: Architectures, Challenges, and Future Directions |
cloud databases, AWS Aurora, Snowflake, storage-compute separation, auto-scaling, pay-per-query, multi-tenancy |
| Graph Database Systems: Storage Engines and Query Optimization Techniques |
graph traversal, Neo4j, SPARQL, property graph, subgraph matching, RDF triplestore, Gremlin |
| Real-Time Aggregation in TSDBs: Techniques for High-Cardinality Data |
time-series data, InfluxDB, Prometheus, downsampling, time windowing, high-cardinality indexing, stream processing |
| Self-Driving Databases: A Survey of AI-Powered Autonomous Management |
autonomous databases, learned indexes, query optimization, Oracle AutoML, workload forecasting, anomaly detection |
| Multi-Model Databases: Integrating Relational, Document, and Graph Paradigms |
multi-model database, MongoDB, ArangoDB, JSONB, unified query language, schema flexibility, polystore |
| Vector Databases for AI: Efficient Similarity Search and Retrieval-Augmented Generation |
vector database, FAISS, Milvus, ANN search, embedding indexing, RAG (Retrieval-Augmented Generation), HNSW |
| Software-Defined Networking: Evolution, Challenges, and Future Scalability |
OpenFlow, control plane/data plane separation, NFV orchestration, network slicing, P4 language, OpenDaylight, scalability bottlenecks |
| Beyond 5G: Architectural Innovations for Terahertz Communication and Network Slicing |
network slicing, MEC (Multi-access Edge Computing), beamforming, mmWave, URLLC (Ultra-Reliable Low-Latency Communication), O-RAN, energy efficiency |
| IoT Network Protocols: A Comparative Study of LoRaWAN, NB-IoT, and Thread |
LPWAN, LoRa, ZigBee 3.0, 6LoWPAN, TDMA scheduling, RPL routing, device density management |
| Edge Caching in Content Delivery Networks: Algorithms and Economic Incentives |
CDN, Akamai, cache replacement policies, DASH (Dynamic Adaptive Streaming), QoE optimization, edge server placement, bandwidth cost reduction |
| A survey on flow batteries |
battery electrolyte formulation |
| Research on battery electrolyte formulation |
flow batteries |
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