System for enhanced big data analytics, has hybrid storage engine which partitions data into hot and cold tiers, and security layer which implements encrypted data sharding and role-based access control to secure data during ingestion, processing, and storage
	ALLAM K; KATARI A; GADE K R
	2025-03-28
专利权人	ALLAM K (ALLA-Individual) ; KATARI A (KATA-Individual) ; GADE K R (GADE-Individual)
申请日期	2025-03-28
专利号	IN202541030169-A
成果简介	NOVELTY - The system (100) has an adaptive resource allocation module (106) which employs a reinforcement learning to dynamically scale compute, memory, and storage resources based on real-time workload demands and predictive analytics. A hybrid storage engine (108) integrates columnar databases, graph-based caches, and object storage. The storage engine partitions data into hot and cold tiers based on access frequency and optimizes input/output (I/O) operations through adaptive compression. A security layer implements encrypted data sharding and role-based access control to secure data during ingestion, processing, and storage. USE - System for enhanced big data analytics. ADVANTAGE - The system improves the efficiency, scalability, and accuracy of processing large-scale datasets. DETAILED DESCRIPTION - An INDEPENDENT CLAIM is included for a computer-based method for enhanced big data analytics. DESCRIPTION OF DRAWING(S) - The drawing shows a schematic block diagram of an environment for enhanced big data analytics. 100System for enhanced big data analytics 102Distributed processing engine 104Machine learning orchestrator 106Adaptive resource allocation module 108Hybrid storage engine
IPC 分类号	G06N-020/00 ; G06N-020/10 ; G06N-020/20
国家	印度
专业领域	信息技术
语种	英语
成果类型	专利
文献类型	科技成果
条目标识符	http://119.78.100.226:8889/handle/3KE4DYBR/13466
专题	中国科学院新疆生态与地理研究所
作者单位	1.ALLAM K (ALLA-Individual) 2.KATARI A (KATA-Individual) 3.GADE K R (GADE-Individual)
推荐引用方式 GB/T 7714	ALLAM K,KATARI A,GADE K R. System for enhanced big data analytics, has hybrid storage engine which partitions data into hot and cold tiers, and security layer which implements encrypted data sharding and role-based access control to secure data during ingestion, processing, and storage. IN202541030169-A[P]. 2025.

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