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Answer: Board
Data Protection Board of India is independent regulatory body established under DPDP Act 2023 to adjudicate disputes, impose penalties, enforce compliance.
Answer: Differential
Differential Privacy mathematically guarantees that model outputs don't reveal whether specific individuals were in training data. Critical for privacy-preserving ML deployment.
Answer: Breach
Security Breach is an incident where unauthorized access, disclosure, alteration, or destruction of data occurs. Requires immediate containment, investigation, notification (as per laws like DPDP Act 2023), and remediation. Prevention: defense-in-depth, monitoring, incident response planning, and employee training.
Answer: Collaborative
Collaborative Filtering recommends items by analyzing patterns from similar users (user-based) or similar items (item-based). Used by Amazon, Netflix, Spotify. Hybrid systems combine with content-based filtering. Privacy-preserving techniques like federated learning are emerging to protect user data while personalizing recommendations.
Answer: PM-WANI / BharatNet
PM-WANI enables public Wi-Fi hotspots via PDOs for affordable internet access. BharatNet provides fiber backbone to gram panchayats. Combined, they support digital education initiatives like DIKSHA, SWAYAM, and e-Pathshala, bridging the digital divide for rural students during remote learning.
Answer: Dynamic
Dynamic Routing protocols (OSPF, BGP, EIGRP) automatically adjust paths based on network topology changes, congestion, or failures. Unlike static routing (manually configured), dynamic routing scales for large networks and provides redundancy. Essential for internet backbone and enterprise WANs.
Answer: Partitioning
Partitioning divides a physical disk into logical sections (partitions) that can be formatted with different file systems, used for multiple OS installations, or separate data organization. Tools: Disk Management (Windows), fdisk/gparted (Linux). Enables better organization, security, and recovery strategies.
Answer: Access Control
Access Control Models define policies for subject-object interactions: DAC (owner-controlled), MAC (system-enforced labels), RBAC (role-based permissions), ABAC (attribute-based rules). Critical for enforcing least privilege and compliance in enterprise systems. Implemented via IAM solutions and directory services.
Answer: Drone
Drone Logistics uses unmanned aerial vehicles for last-mile delivery, especially in remote/hilly areas with poor road connectivity. India's Drone Rules 2021 facilitate commercial drone operations. Applications: medical supplies, e-commerce, agriculture spraying. Requires airspace management and safety protocols.
Answer: e-NAM
e-NAM (Electronic National Agriculture Market) is an online trading platform connecting APMC mandis across India. Enables transparent price discovery, wider market access, and reduced intermediation for farmers. Integrated with quality assaying, payment settlement, and logistics services for efficient agricultural trade.
Answer: DHCP
DHCP (Dynamic Host Configuration Protocol) automatically assigns IP addresses, subnet masks, gateway, and DNS settings to devices joining a network. Eliminates manual configuration errors and simplifies network management. Uses DORA process: Discover, Offer, Request, Acknowledge.
Answer: Optical Fiber
Optical Fiber Communication transmits data as light pulses through glass/plastic fibers, offering high bandwidth, low attenuation, and immunity to electromagnetic interference. Backbone of modern internet, undersea cables, and BharatNet. Enables high-speed broadband, 5G backhaul, and data center interconnects.
Answer: Virtualization
Virtualization uses hypervisor software to create multiple virtual machines (VMs) on one physical server, each running independent OS. Improves resource utilization, enables testing, disaster recovery, and cloud infrastructure. Types: full virtualization, para-virtualization, containerization (Docker).
Answer: F5 or Ctrl+R
F5 or Ctrl+R refreshes/reloads the current webpage to fetch latest content from server. Ctrl+F5 performs hard refresh bypassing cache. These shortcuts improve productivity when checking for updated information or troubleshooting loading issues.
Answer: PAHAL/MyLPG
PAHAL (Pratyaksh Hanstantrit Labh) is the DBT scheme for LPG subsidies, accessible via MyLPG app. Enables direct subsidy transfer to bank accounts, reducing leakage and ensuring benefits reach genuine beneficiaries.
Answer: FAME
FAME provides demand incentives for EVs and charging infrastructure. Phase-II focuses on public transport and shared mobility.
Answer: Multimodal
Multimodal models (CLIP, LLaVA) process text, images, audio jointly, enabling visual question answering, image captioning, and cross-modal retrieval.
Answer: India
Regional navigation satellite system with 7 satellites.
Answer: Identity
Least privilege, micro-segmentation, monitoring.
Answer: Message
Kafka, RabbitMQ for asynchronous service communication.