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Uber Redesigns M3DB Sharding with Subclusters to Limit Failure Impact

Uber has redesigned shard placement in M3DB with fixed size subclusters to limit the impact of node failures, maintenance, and cluster scaling. The…

DatabaseDatabase ReplicationLoad BalancingShardingAvailabilityDistributed SystemsClustersScalabilityTime Series DataOpen SourceUberMicroservicesAlgorithmsFault ToleranceDevOpsArchitecture & DesignDevelopmentnews
InfoQ Sep 21, 2026, 14:37 UTC
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Netflix Cuts Cassandra Read Latency from Seconds to Milliseconds with Dynamic Partition Splitting

Netflix engineers introduced dynamic partition splitting for Cassandra to address wide partitions in time series workloads. The metadata-driven appr…

CassandraPartitioningScalabilityClustersRoutingLow LatencyArchitectureDistributed SystemsMetadataTime Series DataData PartitioningDatabaseArchitecture & DesignDevelopmentnews
InfoQ Jul 6, 2026, 14:24 UTC
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Netflix Serves 84% of Query Results from Cache with Interval-Aware Caching in Apache Druid

Netflix improves Apache Druid performance with interval aware caching, serving 84% of analytics results from cache and reducing query load by 33%. T…

ApacheTime Series DataCachingObservabilityDistributed SystemsData AnalyticsOptimizationDevelopmentArchitecture & Designnews
InfoQ May 11, 2026, 14:36 UTC

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