Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Resource-transparent wide-area distributed comp...

Resource-transparent wide-area distributed computing environment with a functional paradigm in the Beyond 5G era.

Avatar for Hiroki (REO) Kashiwazaki

Hiroki (REO) Kashiwazaki

March 13, 2023
Tweet

More Decks by Hiroki (REO) Kashiwazaki

Other Decks in Research

Transcript

  1. Edge Edge Resource-transparent distributed environment Optimized resource Distribution algorithm Application

    Application Application Application ᶃ Resource-transparent distributed platform ᶄ Execution environment for IoT devices ᶅ Decision making algorithm for resource distribution ᶆ IoT Applications Decision making algorithm Resource-transparent platform BEAM (Elixir processor) IoT resources Cloud: Compute for everyone. exMEC: Compute for themselves and others. End devices: Compute for themselves. Development environment: Free from minding each layer.
  2. 3FTFBSDITFDUJPOT Resource-transparent distributed processing platform - Design architecture - Implementation

    the platform with Elixir E ffi cient compiler environment for IoT nodes - BEAM (Erlang Virtual Machine) for heterogenous SoC - Communication middleware for Beyond 5G Design and implementation of decision making algorithm - optimized distribution of resources. - Priority control and solving con fl icts. Development of applications for demonstration evaluation
  3. *EFBPG%SJQDBTU Resource transparent library for Java Environment Dripcast [Nakagawa et

    al, COMPSAC 2014] - Java library to control entities from a local to a cloud transparently. - Client: abstraction interface (SDK) - Relay: distribution of parallel process - Engine: process the requests. - Store: store the results. Cons: - Dependency to Java API, libraries. - Obsolate: conservative design (without any idea of edge layer, et al…)
  4. 3FRVJSFNFOUT What is requirements for new design and implementation? w"CTUSBDUJPOPGBMMDPNQVUBUJPOBMSFTPVSDFT

    BOEDPNNVOJDBUJPOMJOFT w*UNBLFTDPNQVUBUJPOBMSFTPVSDFTBMMPDBUBCMF w"VUPOPNPVTQSPDFTTJOH w%FWFMPQFSDBODPODFOUSBUFUPUIFFEHFOPEFT XJUIPVUDPODFSOJOHUPDIBSBDUFSJTUJDTBOE EFQMPZNFOUPGDPNQVUJOHSFTPVSDFT