[SYSTEMDS-3891] Add OOC StateTable

[janniklinde]

This PR adds a cache backed structure for intermediate operator states.

[codecov]

Codecov Report

❌ Patch coverage is 53.49544% with 153 lines in your changes missing coverage. Please review.
✅ Project coverage is 71.56%. Comparing base (924f88c) to head (bba24e6).

Files with missing lines	Patch %	Lines
...org/apache/sysds/runtime/ooc/store/StateTable.java	55.84%	88 Missing and 29 partials ⚠️
.../org/apache/sysds/runtime/ooc/cache/OOCFuture.java	9.52%	19 Missing ⚠️
...apache/sysds/runtime/ooc/util/StateTableUtils.java	60.46%	12 Missing and 5 partials ⚠️

Additional details and impacted files

@@             Coverage Diff              @@
##               main    #2550      +/-   ##
============================================
- Coverage     71.59%   71.56%   -0.04%     
- Complexity    50013    50063      +50     
============================================
  Files          1609     1611       +2     
  Lines        193630   193957     +327     
  Branches      37871    37917      +46     
============================================
+ Hits         138624   138797     +173     
- Misses        44167    44292     +125     
- Partials      10839    10868      +29     

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