Installation automation

- AWS, Cloudera, Hortonworks, general

Data modeling tooling

• Auto detect SFTs from data via command line tools GEOMESA-1139, GEOMESA-1195

• Data Modeling UI/Studio

• Schema Evolution

JEMA like workflow tooling

- hosted analytics

- YARN app for load balancing workflows

- parallelization

- data and analytic hosting platform?

Amazon Marketplace?

Tools for Hbase, Cassandra, Dynamo, etc

We have accumulo and kafka. maybe add some basic tools for the other ones

Push Button Deploys

Everything

Pluggable SFCs

S2 evaluation, Hilbert, etc. The Nasa thing @Andrew Annex (Deactivated) please put it in here, metro hash?

http://healpix.sourceforge.net/

http://blog.christianperone.com/2015/08/googles-s2-geometry-on-the-sphere-cells-and-hilbert-curve/

Interval index? 

start and end times

• G. Sfakianakis, I. Patlakas, N. Ntarmos and P. Triantafillou, "Interval indexing and querying on key-value cloud stores," Data Engineering (ICDE), 2013 IEEE 29th International Conference on, Brisbane, QLD, 2013, pp. 805-816.

Cost-based Optimization

- summary stats

- vacuum analyze

@Former user (Deleted)

Performance

Move these out into separate line items as we flush them out

- Aggregate/batch simple features in iterator like we do for bin queries
- spatiotemporal compound indexes for all attribute indexes? (this would really only help with attribute equals queries)

- don't double store feature ID (once in row, once in simple feature) - would require changes to deserializationn and might complicate batching simple features

- automatically sample results for WMS queries based on expected result size

- use lazy deserialization in client

Spatial Joins

Pan and zoom caching

Configurable z shards

- currently hard-coded at four shards

- number of ranges we compute might need to be based on the shards so we don't create too many

Complex Feature Support

DynamoDB

@Andrew Annex (Deactivated)

Cassandra

Kudu/Impala/Parquest

Jupyter/iPython/R notebook

Graphite

Metrics/graphite and predefined dashboards

- streaming metrics

Nifi

- flow definitions for canonical setups

Hive

 (see Hortonworks visual sql builder)

Pig

Cloud native storage

You can't afford to use AWS for petabytes?

S3 Storage - store binary files, fairly static

Use case: Using weather stuff

Openstack?

Avro WFS MimeType plugin

need to open source

@James Hughes

GEOMESA-840

Documentation

What do we need additional Documentation for?

• HBase?

• Kafka?

• Streaming?

• Converters

Should we open up Confluence? What about documentation that changes or new tutorials?

FAQ page

for common errors, configuration, etc

Data defined ageoff

Need to be able to age off data based on some criteria in the SFT or visibilities

@Andrew Hulbert

GEOMESA-899

Query Auditing

Need to be able to audit all queries against a GeoServer WFS/WMS/WPS/REST/ETC

• Not just geoserver...

@Andrew Hulbert

Seapy, Thomas, Chris, Jim

GEOMESA-1173

Accumulo 1.7

Support for Accumulo 1.7

Schema Evolution

ability to gracefully evolve schemas

Streaming

Streaming Dissemination

- quotas, rate limiting, geofencing, filtering

SQL

Support for SQL queries

NanoCubes

Native API

finishing it, almost done.

merge with blob store?

no schema evolution concerns

Blob Store

More file formats (S3, other image formats, etc)

Avro/JSON store

Don't transform to SFs, store native avro/json as "blobs" and index them

• Push down predicates to json/avro as jsonpath,avropath on the server side

Vector Tiles

• Support the features of vector tiles in geomesa (like skipping features)

• Decimation...server side support for, etc

Binary File Datastores

Count Min Sketch

• hook into writer and batch job api, stored in metadata table

• hook into query planner

• use z2,z3?

• configurable precision

Attribute Bloom filters?

• Intersection queries

• push attribute bloom filter into the iterator to do bitwise comparisons.