human: Given a hyperedge-centered hypergraph: <hypergraph>, where the center hyperedge is induced by one source paper and its member nodes are the cited papers.

Details of the hypergraph:
Center hyperedge (induced by source paper "heterogeneous coded distributed computing joint design of file allocation and function assignment"):
  Abstract: This paper studies the computation-communication tradeoff in a heterogeneous MapReduce computing system where each distributed node is equipped with different computation capability. We first obtain an achievable communication load for any given computation load and any given function assignment at each node. The proposed file allocation strategy has two steps: first, the input files are partitioned into disjoint batches, each with possibly different size and computed by a distinct node; then, each node computes additional files from its non-computed files according to its redundant computation capability. In the Shuffle phase, coded multicasting opportunities are exploited thanks to the repetitive file allocation among different nodes. Based on this scheme, we further propose the computation-aware and the shuffle-aware function assignments. We prove that, by using proper function assignments, our achievable communication load for any given computation load is within a constant multiplicative gap to the optimum in an equivalent homogeneous system with the same average computation load. Numerical results show that our scheme with shuffle-aware function assignment achieves better computation-communication tradeoff than existing works in some cases.

Includes members:
  Member "coded distributed computing with heterogeneous function assignments":
    also connected through other hyperedges:
      - Hyperedge HE-1 (induced by source paper "fundamental limits of decentralized data shuffling")
  Member "cascaded coded distributed computing on heterogeneous networks":
    also connected through other hyperedges:
      - Hyperedge HE-2 (induced by source paper "coded distributed computing with heterogeneous function assignments")
  Member "leveraging coding techniques for speeding up distributed computing":
    also connected through other hyperedges:
      - Hyperedge HE-3 (induced by source paper "parity models a general framework for coding based resilience in ml inference")
  Member "storage computation and communication a fundamental tradeoff in distributed computing":
    also connected through other hyperedges:
      - Hyperedge HE-4 (induced by source paper "coded distributed computing schemes with smaller numbers of input files and output functions")
  Member "wireless mapreduce distributed computing":
    also connected through other hyperedges:
      - Hyperedge HE-5 (induced by source paper "on the optimality of d2d coded caching with uncoded cache placement and one shot delivery")
  Member "a new combinatorial design of coded distributed computing":
    also connected through other hyperedges:
      - Hyperedge HE-6 (induced by source paper "coded distributed computing schemes with smaller numbers of input files and output functions")
  Member "on heterogeneous coded distributed computing":
    also connected through other hyperedges:
      - Hyperedge HE-7 (induced by source paper "degrees of freedom of cache aided wireless cellular networks")
  Member "a fundamental tradeoff between computation and communication in distributed computing":
    also connected through other hyperedges:
      - Hyperedge HE-8 (induced by source paper "subexponential and linear subpacketization coded caching via line graphs and projective geometry")

Question: Please tell me which class the source paper belongs to. The 40 classes are: cs.NA(Numerical Analysis), cs.MM(Multimedia), cs.LO(Logic in Computer Science), cs.CY(Computers and Society), cs.CR(Cryptography and Security), cs.DC(Distributed, Parallel, and Cluster Computing), cs.HC(Human-Computer Interaction), cs.CE(Computational Engineering, Finance, and Science), cs.NI(Networking and Internet Architecture), cs.CC(Computational Complexity), cs.AI(Artificial Intelligence), cs.MA(Multiagent Systems), cs.GL(General Literature), cs.NE(Neural and Evolutionary Computing), cs.SC(Symbolic Computation), cs.AR(Hardware Architecture), cs.CV(Computer Vision and Pattern Recognition), cs.GR(Graphics), cs.ET(Emerging Technologies), cs.SY(Systems and Control), cs.CG(Computational Geometry), cs.OH(Other Computer Science), cs.PL(Programming Languages), cs.SE(Software Engineering), cs.LG(Machine Learning), cs.SD(Sound), cs.SI(Social and Information Networks), cs.RO(Robotics), cs.IT(Information Theory), cs.PF(Performance), cs.CL(Computation and Language), cs.IR(Information Retrieval), cs.MS(Mathematical Software), cs.FL(Formal Languages and Automata Theory), cs.DS(Data Structures and Algorithms), cs.OS(Operating Systems), cs.GT(Computer Science and Game Theory), cs.DB(Databases), cs.DL(Digital Libraries), cs.DM(Discrete Mathematics). Directly output the class name.

gpt: cs.IT(Information Theory)