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Media & Entertainment Data Analytics Solutions
Power Real-Time Insights for Streaming, Ads, and Audience Engagement
TeraDB Cloud’s open-source infrastructure enables media companies to analyze viewer behavior, optimize content delivery, and monetize ads—all with sub-second latency and 70% lower costs than legacy platforms.
Key Challenges in Media & Entertainment Data Analytics
Buffering & Latency
Delivering seamless 4K/OTT streaming while analyzing viewer data in real time.
Ad Revenue Leakage
Inefficient ad targeting due to stale audience segmentation.
Content Piracy
Detecting unauthorized distribution of live/on-demand content.
Scalability Spikes
Handling traffic surges during live events (e.g., sports, premieres).
Fragmented Data
Siloed metrics from CDNs, CMS, and ad platforms (e.g., Google Ad Manager).
Unstructured and Uncompressed Data
Different Data Sources provide data in unstructured or Uncompressed form.
Technical Use Cases for Media & Entertainment
Real-Time Viewer Analytics
Challenge
Analyze 10M+ concurrent viewer sessions to reduce churn and improve engagement.
Solution
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Audience retention (drop-off points).
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Device/geo-specific buffering rates.
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Alert engineering teams via ElasticSearch’s anomaly detection for sudden latency spikes.
Dynamic Ad Targeting
Challenge
Serve personalized ads without degrading streaming performance.
Solution
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Build viewer profiles in ClickHouse (watch history, demographics, ad clicks).
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Use RediSearch for real-time lookups (e.g., “sports fans in California”) with <5ms latency.
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Integrate with SSPs (e.g., Google Ad Manager) via Kafka-based event pipelines.
Content Recommendation Engines
Challenge
Recommend shows/movies with <100ms API latency.
Solution
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Train collaborative filtering models (TensorFlow) on historical watch data in ClickHouse.
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Deploy models as ClickHouse ML functions for real-time inference.
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Cache recommendations in RedisJSON for instant API responses.
Live Event Scaling
Challenge
Handle 10x traffic spikes during live sports or concerts.
Solution
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Auto-scale ClickHouse clusters on AWS/GCP during peak times.
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Use ElasticSearch’s geospatial queries to optimize CDN routing (e.g., redirect EU viewers to Frankfurt nodes).
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Monitor infrastructure health with prebuilt Grafana dashboards.
Anti-Piracy & Content Security
Challenge
Detect illegal restreaming of live content.
Solution
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Analyze RTMP/HLS streams with ClickHouse’s pattern matching (LIKE, regex) for watermark anomalies.
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Flag suspicious IPs/CDNs using ElasticSearch’s threat intel plugins.
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Enforce BYOK encryption (AWS KMS) for DRM-protected content.
How TeraDB Cloud Solves Media & Entertainment Challenges
Sub-Second Latency:
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ClickHouse’s MergeTree engine handles 1M+ writes/sec for real-time viewer analytics.
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RediSearch caches ad segments and recommendations for <10ms API responses.
Cost-Effective Scaling:
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Auto-pause clusters during off-peak hours (e.g., post-live events) to cut costs by 60%.
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Decoupled storage/compute: Store raw logs in S3/GCS, process only what you need.
Seamless Integrations:
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Prebuilt connectors for Brightcove, Akamai, AWS Elemental, and Google Ad Manager.
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BYOC (Bring Your Own Cloud): Deploy TeraDB Cloud on your AWS/GCP VPC to colocate with CDN edge nodes.
Anti-Piracy & Compliance:
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SOC 2-compliant infrastructure with VPC peering for isolated media workflows.
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Audit trails for ad impressions and content access logs.
24/7 Expert Support:
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ClickHouse Certified Engineers optimize query performance for time-series analytics.
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ElasticSearch Specialists fine-tune relevance scoring for content search.
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.”