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Answer: Canary Release
Canary Release deploys new version to small user subset (canary group), monitors metrics, and gradually expands if stable. Reduces risk vs big-bang releases. Implemented via service mesh, load balancers, or feature flags. Critical for safe deployment strategies.
Answer: Meltdown/Spectre
Meltdown/Spectre (2018) exploit CPU speculative execution and cache side-channels to read kernel memory or other processes' data. Mitigated via microcode updates, OS patches, and compiler fixes. Highlights hardware-level security challenges. Critical for system security questions.
Answer: Direction 20
CERT-In Direction 20 (April 2022) requires service providers to synchronize ICT system clocks with NIC's National Time Server for accurate incident timeline correlation. Also mandates 6-hour incident reporting and 180-day log retention. Critical for cybersecurity compliance questions.
Answer: True
Deception technology deploys realistic fake assets (servers, credentials, data) to lure attackers, enabling early detection, threat intelligence, and reduced dwell time. Complements prevention/detection controls. Used in enterprise security and critical infrastructure protection. Important for advanced cybersecurity questions.
Answer: Parquet
Parquet is a columnar storage format optimized for analytics: efficient compression, predicate pushdown, and schema evolution. Reduces I/O by reading only required columns. Used in Spark, Hive, Presto. CSV/JSON are row-oriented; XML is verbose. Critical for big data engineering questions.
Answer: Quantum
Post-Quantum Cryptography (PQC) develops algorithms secure against quantum attacks (Shor's algorithm). NIST is standardizing PQC algorithms (CRYSTALS-Kyber, Dilithium). Critical for future-proofing sensitive systems. India's CERT-In and DRDO actively research PQC. Important for strategic cybersecurity questions.
Answer: Digital India Act
Digital India Act (proposed) aims to replace IT Act 2000 with updated framework addressing: platform accountability, emerging tech governance, user rights, and cybercrime. Complements DPDP Act 2023. Critical for understanding India's evolving digital regulatory landscape in policy-focused exams.
Answer: Zero Trust Architecture
Zero Trust Architecture assumes no implicit trust based on network location. Every access request is authenticated, authorized, and encrypted regardless of origin. Implements micro-segmentation, least-privilege access, and continuous monitoring. Critical for modern enterprise security and frequently tested in banking/UPSC exams.
Answer: Quantum Inertial Navigation
Quantum accelerometers and gyroscopes use atom interferometry for drift-free navigation, critical for submarines, aircraft, and autonomous vehicles in GPS-denied environments. AI enhances sensor fusion and error correction. Research by DRDO, ISRO, and global labs. Critical for strategic technology questions.
Answer: True
Neuromorphic chips (Intel Loihi, IBM TrueNorth) use spiking neural networks and event-driven processing to achieve orders-of-magnitude better energy efficiency than conventional GPUs for AI tasks. Promising for edge AI, robotics, and sustainable computing. Research ongoing at IITs and global labs.
Answer: All of these
Privacy-enhancing technologies: SMPC enables collaborative computation on encrypted data, homomorphic encryption allows processing ciphertext, and ZK-proofs verify statements without revealing data. Critical for confidential AI, federated learning, and privacy-preserving analytics in finance and healthcare.
Answer: Quantum Annealing
Quantum annealing (D-Wave) uses quantum tunneling to find global minima in optimization landscapes, suited for logistics, finance, and machine learning. Differs from gate-based quantum computing. Hybrid quantum-classical approaches show near-term promise. Critical for understanding quantum applications beyond cryptography.
Answer: All of these
Convergence of AI, bioinformatics, and synthetic biology accelerates drug discovery: AI predicts protein structures (AlphaFold), bioinformatics analyzes genomic data, synthetic biology designs novel biological systems. Indian startups and research institutes actively contribute. Critical for biotech innovation and healthcare questions.
Answer: True
6G (expected ~2030) targets: terahertz spectrum (0.1-10 THz) for ultra-high bandwidth, AI-native networks, integrated sensing-communication, and holographic/immersive experiences. India's 6G vision document (2023) outlines research priorities. Critical for understanding next-generation telecom evolution questions.
Answer: QKD
QKD (Quantum Key Distribution) uses quantum physics principles to generate and share encryption keys with provable security. Deployed in limited metro networks (e.g., DRDO's QKD link). Challenges: distance limits, cost, and integration with existing infrastructure. Critical for future-proof cybersecurity questions.
Answer: Bio-molecular / DNA
DNA data storage encodes digital information into synthetic DNA strands, offering extreme density (exabytes/gram) and longevity (thousands of years). Challenges: slow read/write speeds and high costs. Research by Microsoft, IITs, and startups. Represents convergence of biology and information technology for archival storage.
Answer: Fog Computing
Fog Computing extends cloud capabilities to network edge (routers, gateways), enabling real-time processing for IoT, autonomous vehicles, and industrial automation. Reduces latency, bandwidth usage, and enhances privacy. Complements cloud (centralized) and edge (device-level) computing. Critical for distributed systems questions.
Answer: True
Invasive BCIs (like Neuralink, Synchron) have enabled paralyzed individuals to control cursors, robotic arms, and communicate via thought in clinical trials. Non-invasive BCIs (EEG) offer limited control. Challenges: signal resolution, surgical risks, and long-term stability. Represents frontier of neurotechnology and assistive devices.
Answer: False
AGI (human-level AI that can learn and perform any intellectual task) does not yet exist. Current AI systems are Narrow AI, designed for specific tasks. AGI remains a research goal with significant technical and ethical challenges to overcome.
Answer: DDoS
DDoS (Distributed Denial of Service) attack uses multiple compromised systems to flood a target server with traffic, exhausting resources and making services unavailable. Mitigation includes traffic filtering, rate limiting, and using DDoS protection services.