Cyber security Data Analytics Solutions
Detect, Respond, and Neutralize Threats in Real Time
TeraDB Cloud empowers security teams to analyze petabytes of logs, hunt advanced threats, and automate incident response—all with sub-second latency and 60% lower costs than legacy SIEMs.
Key Challenges in Cybersecurity Analytics
Log Overload
Ingesting and analyzing 1M+ logs/sec (firewalls, endpoints, cloud) without performance lag.
Advanced Threat Detection
Identifying APTs, zero-days, and lateral movement in real time.
Compliance Burden
Generating audit trails for GDPR, HIPAA, and PCI-DSS with minimal overhead.
Incident Response Delays
Manual triage and slow queries delay containment (MTTD/MTTR).
Costly Scalability
Legacy SIEMs (e.g., Splunk) become prohibitively expensive at scale.
Unstructured and Uncompressed Data
Different Data Sources provide data in unstructured or Uncompressed form.
Technical Use Cases for Cybersecurity
Real-Time Threat Detection
Challenge
Flag suspicious activity (e.g., credential stuffing, lateral movement) in <100ms.
Solution
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Ingest Zeek, Suricata, and EDR logs into ClickHouse at 1M+ events/sec.
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Apply Sigma rules and MITRE ATT&CK-aligned heuristics via ClickHouse ML UDFs.
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Cross-reference IoCs (IPs, hashes) with RediSearch’s Bloom filters for 50μs lookups.
UEBA (User & Entity Behavior Analytics)
Challenge
Detect insider threats via anomalous user activity (e.g., data exfiltration).
Solution
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Baseline normal behavior (logins, file access) using ClickHouse window functions.
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Train isolation forest models (PyTorch) on ClickHouse data, deploy as real-time scoring UDFs.
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Trigger ElasticSearch alerts for deviations (e.g., "user accessed 1000 files in 1 minute").
Log Management & Forensics
Challenge
Retain 1PB+ logs for 7+ years while enabling fast queries.
Solution
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Store raw logs in ClickHouse’s tiered storage (hot SSDs for recent data, cold S3 for archives).
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Use ElasticSearch’s index lifecycle management to auto-delete non-essential logs.
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Enable BYOK encryption (AWS KMS) for GDPR/CCPA compliance.
Automated Incident Response
Challenge
Contain ransomware outbreaks in <5 minutes.
Solution
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Integrate ElasticSearch alerts with SOAR platforms (e.g., Palo Alto Cortex XSOAR).
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Auto-block malicious IPs via prebuilt ClickHouse playbooks (e.g., update firewall ACLs via API).
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Audit response actions with immutable ClickHouse logs.
Cloud Security Posture Management
Challenge
Detect misconfigurations in AWS/GCP/Azure environments.
Solution
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Ingest CSPM findings (AWS Security Hub, GCP SCC) into ClickHouse.
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Use ElasticSearch’s graph exploration to map risky resource dependencies.
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Enforce guardrails via RediSearch cached policies (e.g., "block S3 buckets with public access").
How TeraDB Cloud Solves Cybersecurity Challenges
Speed at Scale:
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ClickHouse: Query 1TB of logs in <1 second using MergeTree optimizations and SIMD-powered aggregations.
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RediSearch: Cache threat feeds (e.g., AlienVault OTX) for instant IOC lookups.
Cost Efficiency:
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Cold Storage: Archive logs to S3/Glacier at $0.023/GB/month—90% cheaper than Elasticsearch hot storage.
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Auto-Scale Compute: Burst to 1000+ vCPUs during incidents, scale down post-containment.
Advanced Detection:
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Custom Detections: Deploy YARA, Snort, or Sigma rules as ClickHouse ML functions.
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Threat Hunting: Use Elasticsearch’s EQL (Event Query Language) to trace attacker TTPs.
Compliance & Security:
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SOC 2 & ISO 27001 Compliance: Pre-audited infrastructure with VPC peering and private link support.
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RBAC & Audit Logs: Restrict access to sensitive logs and track analyst activity.
24/7 Expert Support:
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Certified Security Engineers: Optimize detection rules and incident playbooks.
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Elasticsearch SOC Specialists: Fine-tune SIEM pipelines for FedRAMP environments.
Compressed and Structured Data Storage
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Compress data up to 90% for less storage cost.
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Structure data at ingestion to minimise the query execution time.
Managed Services with Random Product Feature’s
Managed ClickHouse Services
Supercharge real-time analytics with a fully managed columnar database. Process petabytes of data at lightning speed, backed by automated scaling, security, and 24/7 expert support.
Managed Apache Kafka Services
Build fault-tolerant data pipelines with a fully managed Kafka service. Stream thousands of events per second, powered by auto-scaling brokers, geo-replication, and enterprise security.
Managed ElasticSearch Services
Deliver millisecond search & analytics with a managed ElasticSearch solution. Automate indexing, security, and compliance for log analytics, APM, or customer-facing search.
Managed Redis Services
Power real-time apps with a fully managed Redis service. Achieve microsecond latency for caching, leaderboards, and pub/sub messaging, backed by instant failover and TLS encryption.
What Our Clients Are Saying
Hear from industry leaders who have transformed their data infrastructure with TeraDB Cloud.
Michael Johnson
Runs Data Devision
“TeraDB Cloud’s real-time fraud detection system saved us individuals hundreds of thousands of dollars in possible losses. Their handled RediSearch services were essential to our achievement.”
Sophia Chen
VP of Engineering
“With the scalable infrastructure of TeraDB Cloud, we lowered latency for our gaming analytic system from 2 seconds to less than 200ms.”
Steve Preusz
Data Science Lead
“Using TeraDB Cloud, we established a completely managed healthcare data analysis pipeline.” At every point, their committed support staff guaranteed conformity and safety.”
James O’Neil
Senior Data Engineer
“In our pipelines, the smooth integration of Kafka and Elasticsearch has been revolutionary. Experts with TeraDBCloud will make sure there is no downtime throughout migration.”