Machine data not just comes in at great speeds adding up to huge volumes
very rapidly, but is also very different from other data types such as
in structured transactions or unstructured text & media.
To harness the opportunity, and capture the value in a split-second, Dataswft delivers sub-second results for analytical queries. Machine learning and Interactive queries on 100's of Terabytes data/billions of Records comprising machine data such as readings from sensors, wearables, clickstreams, server logs, etc. both current and historical is possible with Dataswft in your IT stack.
Dataswft is a Machine Data Lake - a centralized reservoir for all your machine data with its unique Indexing architecture that reduces dependency on a solely In-Memory processing. Dataswft allows queries to go beyond datanodes, extending to Objectstores such as S3 storage.
Dataswft is developer friendly and readily integrates into your big data stack to boost performance several fold. Dataswft in analytics applications complements Spark, Hive and Tez to further speed up query response times.
1% Energy savings from better Building Management analysing sensor data
Creating a multi-million dollar Customer Data Platform analysing clickstream data of over 60TB in sub-seconds.
50% reduction in manual effort by predicting likely faults at over 90% accurately using advanced machine learning algorithms such as iSAX to prevent Telecom equipment failures
1. Deals with Non repeating sensor readings and Sensor blank spaces
2. Along with readings, keeps text description (like alerts) or names to find a keyword inside it. Supports keyword searches.
3. Deals well with data in hundreds of columns and complex Boolean filters.
4. Operations include Averaging sensor readings (1min/5min/15min averages)
5. Read-optimized for Write once workloads
Dataswft is a key technology that complements our clients ability to serve their customers with improved operational efficiencies and enhanced customer experiences. Its cheaper as a store for all machine data, enables faster analytics, better predictions that are more accurate.
Dataswft Machine Data Lake - for better, faster and cheaper results